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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-Q
FORM 10-Q(Mark One)
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
THE SECURITIES EXCHANGE ACT OF 1934
For the quarterly period ended SeptemberJune 30, 20172019
OR
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the transition period from __________ to __________
Commission file number 001-2979
WELLS FARGO & COMPANY
(Exact name of registrant as specified in its charter)
Delaware No.41-0449260
(State of incorporation) (I.R.S. Employer Identification No.)
 
420 Montgomery Street, San Francisco, California94163
(Address of principal executive offices)  (Zip Code)
Registrant’s telephone number, including area code:  1-866-249-3302 1-866-249-3302 
 
Securities registered pursuant to Section 12(b) of the Act:
Title of Each ClassTrading SymbolName of Each Exchange
on Which Registered
Common Stock, par value $1-2/3WFCNYSE
7.5% Non-Cumulative Perpetual Convertible Class A Preferred Stock, Series LWFC.PRLNYSE
Depositary Shares, each representing a 1/1000th interest in a share of Non-Cumulative Perpetual Class A Preferred Stock, Series NWFC.PRNNYSE
Depositary Shares, each representing a 1/1000th interest in a share of Non-Cumulative Perpetual Class A Preferred Stock, Series OWFC.PRONYSE
Depositary Shares, each representing a 1/1000th interest in a share of Non-Cumulative Perpetual Class A Preferred Stock, Series PWFC.PRPNYSE
Depositary Shares, each representing a 1/1000th interest in a share of 5.85% Fixed-to-Floating Rate Non-Cumulative Perpetual Class A Preferred Stock, Series QWFC.PRQNYSE
Depositary Shares, each representing a 1/1000th interest in a share of 6.625% Fixed-to-Floating Rate Non-Cumulative Perpetual Class A Preferred Stock, Series RWFC.PRRNYSE
Depositary Shares, each representing a 1/1000th interest in a share of Non-Cumulative Perpetual Class A Preferred Stock, Series TWFC.PRTNYSE
Depositary Shares, each representing a 1/1000th interest in a share of Non-Cumulative Perpetual Class A Preferred Stock, Series VWFC.PRVNYSE
Depositary Shares, each representing a 1/1000th interest in a share of Non-Cumulative Perpetual Class A Preferred Stock, Series WWFC.PRWNYSE
Depositary Shares, each representing a 1/1000th interest in a share of Non-Cumulative Perpetual Class A Preferred Stock, Series XWFC.PRXNYSE
Depositary Shares, each representing a 1/1000th interest in a share of Non-Cumulative Perpetual Class A Preferred Stock, Series YWFC.PRYNYSE
Guarantee of 5.80% Fixed-to-Floating Rate Normal Wachovia Income Trust Securities of Wachovia Capital Trust IIIWBTPNYSE
Guarantee of Medium-Term Notes, Series A, due October 30, 2028 of Wells Fargo Finance LLCWFC/28ANYSE
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.Yesþ   No ¨
Yes þ
No o

Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Web site, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§ 232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files).
Yes þ
No o
Yesþ   No ¨
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.
Large accelerated filerþ            Accelerated filer  ¨
Large accelerated filer    þ
Accelerated filer  o
Non-accelerated filer    o (Do not check if a smaller reporting company)
Smaller reporting company  o
Emerging growth company  o
Non-accelerated filer  ¨Smaller reporting company 
Emerging growth company 
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.            o

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).
Yes o
No þ
    Yes   No þ
Indicate the number of shares outstanding of each of the issuer’s classes of common stock, as of the latest practicable date.
  Shares Outstanding
  October 25, 2017July 24, 2019
Common stock, $1-2/3 par value 4,924,261,4494,406,107,022






FORM 10-QFORM 10-Q FORM 10-Q 
CROSS-REFERENCE INDEXCROSS-REFERENCE INDEX CROSS-REFERENCE INDEX 
PART IFinancial Information Financial Information 
Item 1.Financial StatementsPageFinancial StatementsPage
Consolidated Statement of Income
Consolidated Statement of Comprehensive Income
Consolidated Balance Sheet
Consolidated Statement of Changes in Equity
Consolidated Statement of IncomeConsolidated Statement of Cash Flows
Consolidated Statement of Comprehensive IncomeNotes to Financial Statements  
Consolidated Balance Sheet1
Summary of Significant Accounting Policies  
Consolidated Statement of Changes in Equity2
Business Combinations
Consolidated Statement of Cash Flows3
Cash, Loan and Dividend Restrictions
Notes to Financial Statements  4
Trading Activities
1
Summary of Significant Accounting Policies  5
Available-for-Sale and Held-to-Maturity Debt Securities
2
Business Combinations6
Loans and Allowance for Credit Losses
3
Federal Funds Sold, Securities Purchased under Resale Agreements and Other Short-Term Investments  7
Leasing Activity
4
Investment Securities8
Equity Securities
5
Loans and Allowance for Credit Losses9
Other Assets
6
Other Assets10
Securitizations and Variable Interest Entities
7
Securitizations and Variable Interest Entities11
Mortgage Banking Activities
8
Mortgage Banking Activities12
Intangible Assets
9
Intangible Assets13
Guarantees, Pledged Assets and Collateral, and Other Commitments
10
Guarantees, Pledged Assets and Collateral14
Legal Actions
11
Legal Actions15
Derivatives
12
Derivatives16
Fair Values of Assets and Liabilities
13
Fair Values of Assets and Liabilities17
Preferred Stock
14
Preferred Stock18
Revenue from Contracts with Customers
15
Employee Benefits19
Employee Benefits
16
Earnings Per Common Share20
Earnings Per Common Share
17
Other Comprehensive Income21
Other Comprehensive Income
18
Operating Segments22
Operating Segments
19
Regulatory and Agency Capital Requirements23
Regulatory and Agency Capital Requirements
Item 2.Management’s Discussion and Analysis of Financial Condition and Results of Operations (Financial Review) Management’s Discussion and Analysis of Financial Condition and Results of Operations (Financial Review) 
Summary Financial Data  Summary Financial Data  
OverviewOverview
Earnings PerformanceEarnings Performance
Balance Sheet AnalysisBalance Sheet Analysis
Off-Balance Sheet Arrangements  Off-Balance Sheet Arrangements  
Risk ManagementRisk Management
Capital ManagementCapital Management
Regulatory MattersRegulatory Matters
Critical Accounting Policies  Critical Accounting Policies  
Current Accounting DevelopmentsCurrent Accounting Developments
Forward-Looking Statements  Forward-Looking Statements  
Risk Factors Risk Factors 
Glossary of AcronymsGlossary of Acronyms
Item 3.Quantitative and Qualitative Disclosures About Market RiskQuantitative and Qualitative Disclosures About Market Risk
Item 4.Controls and ProceduresControls and Procedures
    
PART IIOther Information Other Information 
Item 1.Legal ProceedingsLegal Proceedings
Item 1A.Risk FactorsRisk Factors
Item 2.Unregistered Sales of Equity Securities and Use of ProceedsUnregistered Sales of Equity Securities and Use of Proceeds
Item 6.ExhibitsExhibits
    
SignatureSignatureSignature




PART I - FINANCIAL INFORMATION


FINANCIAL REVIEW
Summary Financial Data                                    
      % Change                % Change          
Quarter ended  Sep 30, 2017 from  Nine months ended    
Quarter ended  Jun 30, 2019 from  Six months ended    
($ in millions, except per share amounts)Sep 30,
2017

 Jun 30,
2017

 Sep 30,
2016

 Jun 30,
2017

 Sep 30,
2016

 Sep 30,
2017


Sep 30,
2016

 
%
Change

Jun 30,
2019

 Mar 31,
2019

 Jun 30,
2018

 Mar 31,
2019

 Jun 30,
2018

 Jun 30,
2019


Jun 30,
2018

 
%
Change

For the Period                                    
Wells Fargo net income$4,596
 5,810
 5,644
 (21)% (19) $15,863
 16,664
 (5)%$6,206
 5,860
 5,186
 6 % 20
 $12,066
 10,322
 17 %
Wells Fargo net income applicable to common stock4,185
 5,404
 5,243
 (23) (20) 14,645
 15,501
 (6)5,848
 5,507
 4,792
 6
 22
 11,355
 9,525
 19
Diluted earnings per common share0.84
 1.07
 1.03
 (21) (18) 2.91
 3.03
 (4)1.30
 1.20
 0.98
 8
 33
 2.50
 1.94
 29
Profitability ratios (annualized):                              
Wells Fargo net income to average assets (ROA)0.94% 1.21
 1.17
 (22) (20) 1.10% 1.19
 (8)1.31% 1.26
 1.10
 4
 19
 1.29% 1.10
 17
Wells Fargo net income applicable to common stock to average Wells Fargo common stockholders' equity (ROE)9.06
 11.95
 11.60
 (24) (22) 10.83
 11.68
 (7)
Wells Fargo net income applicable to common stock to average Wells Fargo common stockholders’ equity (ROE)13.26
 12.71
 10.60
 4
 25
 12.99
 10.59
 23
Return on average tangible common equity (ROTCE) (1)10.79
 14.26
 13.96
 (24) (23) 12.94
 14.08
 (8)15.78
 15.16
 12.62
 4
 25
 15.47
 12.62
 23
Efficiency ratio (2)65.5
 61.1
 59.4
 7
 10
 63.1
 58.7
 7
62.3
 64.4
 64.9
 (3) (4) 63.4
 66.7
 (5)
Total revenue$21,926
 22,169
 22,328
 (1) (2) $66,097
 66,685
 (1)$21,584
 21,609
 21,553
 
 
 $43,193
 43,487
 (1)
Pre-tax pre-provision profit (PTPP) (3)7,575
 8,628
 9,060
 (12) (16) 24,413
 27,523
 (11)8,135
 7,693
 7,571
 6
 7
 15,828
 14,463
 9
Dividends declared per common share0.390
 0.380
 0.380
 3
 3
 1.150
 1.135
 1
0.45
 0.45
 0.39
 
 15
 0.90
 0.78
 15
Average common shares outstanding4,948.6
 4,989.9
 5,043.4
 (1) (2) 4,982.1
 5,061.9
 (2)4,469.4
 4,551.5
 4,865.8
 (2) (8) 4,510.2
 4,875.7
 (7)
Diluted average common shares outstanding4,996.8
 5,037.7
 5,094.6
 (1) (2) 5,035.4
 5,118.2
 (2)4,495.0
 4,584.0
 4,899.8
 (2) (8) 4,540.1
 4,916.1
 (8)
Average loans$952,343
 956,879
 957,484
 
 (1) $957,581
 945,197
 1
$947,460
 950,010
 944,079
 
 
 $948,728
 947,532
 
Average assets1,938,523
 1,927,079
 1,914,586
 1
 1
 1,932,242
 1,865,694
 4
1,900,627
 1,883,091
 1,884,884
 1
 1
 1,891,907
 1,900,304
 
Average total deposits1,306,356
 1,301,195
 1,261,527
 
 4
 1,302,273
 1,239,287
 5
1,268,979
 1,262,062
 1,271,339
 1
 
 1,265,539
 1,284,187
 (1)
Average consumer and small business banking deposits (4)755,094
 760,149
 739,066
 (1) 2
 758,443
 726,798
 4
742,671
 739,654
 754,047
 
 (2) 741,171
 754,898
 (2)
Net interest margin2.87% 2.90
 2.82
 (1) 2
 2.88% 2.86
 1
2.82% 2.91
 2.93
 (3) (4) 2.86% 2.89
 (1)
At Period End                                    
Investment securities$414,633
 409,594
 390,832
 1
 6
 $414,633
 390,832
 6
Debt securities$482,067
 483,467
 475,495
 
 1
 $482,067
 475,495
 1
Loans951,873
 957,423
 961,326
 (1) (1) 951,873
 961,326
 (1)949,878
 948,249
 944,265
 
 1
 949,878
 944,265
 1
Allowance for loan losses11,078
 11,073
 11,583
 
 (4) 11,078
 11,583
 (4)9,692
 9,900
 10,193
 (2) (5) 9,692
 10,193
 (5)
Goodwill26,581
 26,573
 26,688
 
 
 26,581
 26,688
 
26,415
 26,420
 26,429
 
 
 26,415
 26,429
 
Equity securities61,537
 58,440
 57,505
 5
 7
 61,537
 57,505
 7
Assets1,934,939
 1,930,871
 1,942,124
 
 
 1,934,939
 1,942,124
 
1,923,388
 1,887,792
 1,879,700
 2
 2
 1,923,388
 1,879,700
 2
Deposits1,306,706
 1,305,830
 1,275,894
 
 2
 1,306,706
 1,275,894
 2
1,288,426
 1,264,013
 1,268,864
 2
 2
 1,288,426
 1,268,864
 2
Common stockholders' equity182,128
 181,428
 179,916
 
 1
 182,128
 179,916
 1
Wells Fargo stockholders' equity205,929
 205,230
 203,028
 
 1
 205,929
 203,028
 1
Common stockholders’ equity177,235
 176,025
 181,386
 1
 (2) 177,235
 181,386
 (2)
Wells Fargo stockholders’ equity199,042
 197,832
 205,188
 1
 (3) 199,042
 205,188
 (3)
Total equity206,824
 206,145
 203,958
 
 1
 206,824
 203,958
 1
200,037
 198,733
 206,069
 1
 (3) 200,037
 206,069
 (3)
Tangible common equity (1)152,901
 152,064
 149,829
 1
 2
 152,901
 149,829
 2
148,864
 147,723
 152,580
 1
 (2) 148,864
 152,580
 (2)
Capital ratios (5)(6):                  
Capital ratios (5):                  
Total equity to assets10.69% 10.68
 10.50
 
 2
 10.69% 10.50
 2
10.40% 10.53
 10.96
 (1) (5) 10.40% 10.96
 (5)
Risk-based capital:        

       

        

       

Common Equity Tier 112.10
 11.87
 10.93
 2
 11
 12.10
 10.93
 11
11.97
 11.92
 11.98
 
 
 11.97
 11.98
 
Tier 1 capital13.95
 13.68
 12.60
 2
 11
 13.95
 12.60
 11
13.69
 13.64
 13.83
 
 (1) 13.69
 13.83
 (1)
Total capital17.21
 16.91
 15.40
 2
 12
 17.21
 15.40
 12
16.75
 16.74
 16.98
 
 (1) 16.75
 16.98
 (1)
Tier 1 leverage9.27
 9.28
 9.11
 
 2
 9.27
 9.11
 2
9.12
 9.15
 9.51
 
 (4) 9.12
 9.51
 (4)
Common shares outstanding4,927.9
 4,966.8
 5,023.9
 (1) (2) 4,927.9
 5,023.9
 (2)4,419.6
 4,511.9
 4,849.1
 (2) (9) 4,419.6
 4,849.1
 (9)
Book value per common share (7)$36.96
 36.53
 35.81
 1
 3
 $36.96
 35.81
 3
Tangible book value per common share (1) (7)31.03
 30.62
 29.82
 1
 4
 31.03
 29.82 4
Common stock price:                  
High56.45
 56.60
 51.00
 
 11
 59.99
 53.27
 13
Low49.28
 50.84
 44.10
 (3) 12
 49.28
 44.10
 12
Period end55.15
 55.41
 44.28
 
 25
 55.15
 44.28
 25
Book value per common share (6)$40.10
 39.01
 37.41
 3
 7
 $40.10
 37.41
 7
Tangible book value per common share (1)(6)33.68
 32.74
 31.47
 3
 7
 33.68
 31.47
 7
Team members (active, full-time equivalent)268,000
 270,600
 268,800
 (1) 
 268,000
 268,800
 
262,800
 262,100
 264,500
 
 (1) 262,800
 264,500
 (1)
(1)Tangible common equity is a non-GAAP financial measure and represents total equity less preferred equity, noncontrolling interests, and goodwill and certain identifiable intangible assets (including goodwill and intangible assets associated with certain of our nonmarketable equity investments and held-for-sale assets,securities, but excluding mortgage servicing rights), net of applicable deferred taxes. The methodology of determining tangible common equity may differ among companies. Management believes that return on average tangible common equity and tangible book value per common share, which utilize tangible common equity, are useful financial measures because they enable investors and others to assess the Company'sCompany’s use of equity. For additional information, including a corresponding reconciliation to GAAP financial measures, see the “Capital Management – Tangible Common Equity” section in this Report.
(2)The efficiency ratio is noninterest expense divided by total revenue (net interest income and noninterest income).
(3)Pre-tax pre-provision profit (PTPP) is total revenue less noninterest expense. Management believes that PTPP is a useful financial measure because it enables investors and others to assess the Company'sCompany’s ability to generate capital to cover credit losses through a credit cycle.
(4)Consumer and small business banking deposits are total deposits excluding mortgage escrow and wholesale deposits.
(5)The risk-based capital ratios were calculated under the lower of Standardized or Advanced Approach determined pursuant to Basel IIIIII. Beginning January 1, 2018, the requirements for calculating common equity tier 1 and tier 1 capital, along with risk-weighted assets, became fully phased-in; accordingly, the information presented reflects fully phased-in common equity tier 1 capital, tier 1 capital and risk-weighted assets but reflects total capital still in accordance with Transition Requirements. Accordingly, the total capital ratio was calculated under the Advanced Approach and the other ratios were calculated under the Standardized Approach, for each of the periods presented.
(6)See the “Capital Management” section and Note 1923 (Regulatory and Agency Capital Requirements) to Financial Statements in this Report for additional information.
(7)(6)Book value per common share is common stockholders'stockholders’ equity divided by common shares outstanding. Tangible book value per common share is tangible common equity divided by common shares outstanding.
Overview (continued)


This Quarterly Report, including the Financial Review and the Financial Statements and related Notes, contains forward-looking statements, which may include forecasts of our financial results and condition, expectations for our operations and business, and our assumptions for those forecasts and expectations. Do not unduly rely on forward-looking statements. Actual results may differ materially from our forward-looking statements due to several factors. Factors that could cause our actual results to differ materially from our forward-looking statements are described in this Report, including in the “Forward-Looking Statements” section, and in the “Risk Factors” and “Regulation and Supervision” sections of our Annual Report on Form 10-K for the year ended December 31, 2016 (20162018 (2018 Form 10-K).
 
When we refer to “Wells Fargo,” “the Company,” “we,” “our”“our,” or “us” in this Report, we mean Wells Fargo & Company and Subsidiaries (consolidated). When we refer to the “Parent,” we mean Wells Fargo & Company. See the Glossary of Acronyms for definitions of terms used throughout this Report.
 
Financial Review



Overview
Wells Fargo & Company is a diversified, community-based financial services company with $1.93$1.92 trillion in assets. Founded in 1852 and headquartered in San Francisco, we provide banking, insurance, investments,investment and mortgage products and services, as well as consumer and commercial finance, through 7,600 locations, more than 8,400 locations, 13,000 ATMs, digital (online, mobile and social), and contact centers (phone, email and correspondence), and we have offices in 4232 countries and territories to support customers who conduct business in the global economy. With approximately 268,000263,000 active, full-time equivalent team members, we serve one in three households in the United States and ranked No. 2529 on Fortune’s 20172019 rankings of America’s largest corporations. We ranked thirdfourth in assets and secondthird in the market value of our common stock among all U.S. banks at SeptemberJune 30, 2017.2019.
We use our Vision, and Values & Goals to guide us toward growth and success. Our vision is to satisfy our customers’ financial needs and help them succeed financially, be recognized as the premier financial services company in our markets, and be one of America’s great companies.financially. We aspire to create deep and enduring relationships with our customers by providing them with an exceptional experience and by understanding their needs and delivering the most relevant products, services, advice, and guidance.
We have five primary values, which are based on our vision and provideguide the foundation foractions we take. First, we place customers at the center of everything we do. First,We want to exceed customer expectations and build relationships that last a lifetime. Second, we value and support our people as a competitive advantage and strive to attract, develop, motivate, and retain and motivate the most talented people we can find. Second,best team members. Third, we strive for the highest ethical standards with our team members, our customers, our communities,of integrity, transparency, and our shareholders. Third, with respect to our customers,principled performance. Fourth, we strive to base our decisionsvalue and actions on what is right for thempromote diversity and inclusion in everything we do. Fourth, for team members we strive to buildall aspects of business and sustain a diverse and inclusive culture – one where they feel valued and respected for who they are as well as for the skills and experiences they bring to our company.at all levels. Fifth, we also look to each of our team members to be leadersa leader in establishing, sharing, and communicating our vision.vision for our customers, communities, team members, and shareholders. In addition to our five primary values, one of our key day-to-day priorities is to make risk management a competitive advantage by working hard to ensure that appropriate controls are in place to reduce risks to our customers, maintain and increase our competitive market position, and protect Wells Fargo’s long-term safety, soundness, and reputation.
In keeping with our primary values and risk management priorities, we announcedhave six long-term goals for the Company, in March 2017, which entail becoming the financial services leader in the following areas:
Customer service and advice – provide best-in-classexceptional service and guidance to our customers to help them reach their financial goals.succeed financially.
Team member engagement – be a company where people matter, teamworkfeel included, valued, and supported; everyone is rewarded, everyone feels respectedrespected; and empowered to speak up, diversity and inclusion are embraced, and “how” ourwe work gets done is just as important as getting the work done.a team.
Innovation – create new kinds of lasting value for our customers and businesses by usingincreased efficiency for our operations through innovative technologiesthinking, industry-leading technology, and moving quicklya willingness to bring about change.test and learn.
Risk management – desire to set the global standard in managing all forms of risk.
Corporate citizenship – make better every community in which we livea positive contribution to communities through philanthropy, advancing diversity and do business.inclusion, creating economic opportunity, and promoting environmental sustainability.
Shareholder value – earn the confidence of shareholders by maximizingdeliver long-term value.value for shareholders.


Over the past year, ourThe Company’s Board of Directors (Board) has takenelected C. Allen Parker as Interim CEO and President and as a series of actions to enhance Board oversight and governance. The actions the Board has taken to date, many of which reflect the feedback we received from our shareholders and other stakeholders, include separating the roles of Chairmanmember of the Board effective March 28, 2019. The Board's external search for a permanent CEO is ongoing.

Federal Reserve Board Consent Order Regarding Governance Oversight and Chief Executive Officer, amending Wells Fargo’s By-LawsCompliance and Operational Risk Management
On February 2, 2018, the Company entered into a consent order with the Board of Governors of the Federal Reserve System (FRB). As required by the consent order, the Board submitted to require that the ChairmanFRB a plan to further enhance the Board’s governance and oversight of the Company, and the Company submitted to the FRB a plan to further improve the Company’s compliance and operational risk management program. The Company continues to engage with the FRB as the Company works to address the consent order provisions. The consent order also requires the Company, following the FRB’s acceptance and approval of the plans and the Company’s adoption and implementation of the plans, to complete an initial third-party review of the enhancements and improvements provided for in the plans. Until this third-party review is complete and the plans are approved and implemented to the satisfaction of the FRB, the Company’s total consolidated assets will be limited to the level as of December 31, 2017. Compliance with this asset cap will be measured on a two-quarter daily average basis to allow for management of temporary fluctuations. As of the end of second quarter 2019, our total consolidated assets, as calculated pursuant to the requirements of the consent order, were below our level of total assets as of December 31, 2017. Additionally, after removal of the asset cap, a second third-party review must also be conducted to assess the efficacy and sustainability of the

enhancements and improvements.

Consent Orders with the Consumer Financial Protection Bureau and Office of the Comptroller of the Currency Regarding Compliance Risk Management Program, Automobile Collateral Protection Insurance Policies, and Mortgage Interest Rate Lock Extensions
On April 20, 2018, the Company entered into consent orders with the Consumer Financial Protection Bureau (CFPB) and the Office of the Comptroller of the Currency (OCC) to pay an independent director, adding two new independent directorsaggregate of $1 billion in February 2017,civil money penalties to resolve matters regarding the Company’s compliance risk management program and amending Board committee charterspast practices involving certain automobile collateral protection insurance policies and certain mortgage interest rate lock extensions. As required by the consent orders, the Company submitted to the CFPB and OCC an enterprise-wide compliance risk management plan and a plan to enhance oversightthe Company’s internal audit program with respect to federal consumer financial law and the terms of conduct risk.the consent orders. In August 2017, the Board announced additional Board composition and governance changes that reflected a thoughtful and deliberate processaddition, as required by the Board that was informedconsent orders, the Company submitted for non-objection plans to remediate customers affected by the Company’s engagement with shareholdersautomobile collateral protection insurance and other stakeholders,mortgage interest rate lock matters, as well as a plan for the Board’s annual self-evaluation that wasmanagement of remediation activities conducted in advance of its typical year-end timing and facilitated by a third party. The Board’s composition and governance actions taken in third quarter 2017 included the following:Company.
Elizabeth A. “Betsy” Duke was elected to serve as our new independent Board chair, effective January 1, 2018;
Juan A. Pujadas, a retired principal of PricewaterhouseCoopers LLP, was elected to the Board as a new independent director, effective September 1, 2017;
Changes to the leadership and composition of key Board committees were made, including appointing new chairs of the Board’s Risk Committee and Governance and Nominating Committee, effective September 1, 2017; and
To help facilitate Board refreshment and provide for an appropriate transition of committee membership, three long-serving directors, Cynthia H. Milligan, Stephen W. Sanger and Susan G. Swenson, will retire from the Board at year-end 2017.

In addition, the Board announced that it expects to name up to three additional independent directors before the 2018 annual shareholders' meeting. As has been our practice, we will continue

our engagement efforts with our shareholders and other stakeholders.

Retail Sales Practices Matters
As we have previously reported, onin September 8, 2016 we announced settlements with the Consumer Financial Protection Bureau (CFPB),CFPB, the Office of the Comptroller of the Currency (OCC),OCC, and the Office of the Los Angeles City Attorney, and entered into consent orders with the CFPB and the OCC, in connection with allegations that some of our retail customers received products and services they did not request. As a result, it remains our top priority to rebuild trust through a comprehensive action plan that includes making things right for our customers, team members, and other stakeholders, and to buildbuilding a better Company for the future.
The job of rebuilding trust in Wells Fargo is a long-term effort – one requiring our commitment and perseverance. As we move forward, Wells Fargo has a specific action plan in place focused on reaching out to stakeholders who may have been affected by improper retail banking sales practices, including our communities, our customers, our regulators, our team members, and our investors.
Our priority of rebuilding trust has included the following additionalnumerous actions which have been focused on identifying potential financial harm and customer remediation:

Identifying Potential Financial Harm
In the fall of 2016, theremediation. The Board and management undertook an enterprise-wide revieware conducting company-wide reviews of sales practices issues. This review isThese reviews are ongoing.
A In August 2017, a third-party consulting firm performedcompleted an initialexpanded data-driven review of retail banking accounts opened from May 2011January 2009 to mid-2015September 2016 to identify financial harm stemming from potentially unauthorized accounts. The phrase “potentially unauthorized” does not mean that we are certain thatWe have completed financial remediation for the accounts are unauthorized, but rather describes the accounts that the third party analysiscustomers identified as showing patterns that could indicate a lack of authorization. Since the analysis was intentionally inclusive and erred on the side of the customer, the number of potentially unauthorized accounts likely includes a population of accounts that were in fact authorized by our customers. The initial account analysis reviewed 93.5 million current and former customer accounts and identified approximately 2.1 million potentially unauthorized accounts.
We expanded the time periods of this review to cover the entire consent order period of January 2011 through September 2016, and to perform a voluntary review of accounts from 2009 to 2010. The expanded analysis reviewed more than 165 million retail banking accounts opened over the nearly eight-year period and identified a new total of approximately 3.5 million potentially unauthorized consumer and small business accounts. The 3.5 million potentially unauthorized accounts total is composed of the following:
The original time period, which was re-examined following refinements to the practices and methodologies previously used by the third party to determine potentially unauthorized accounts: 2.55 million accounts identified as potentially unauthorized; and
The additional periods back to January 2009 and forward to September 2016: 981,000 accounts identified as potentially unauthorized.
In connection with these 3.5 million potentially unauthorized accounts, approximately 190,000 accounts incurred fees and charges, up from 130,000 previously identified accounts that incurred fees and charges.
In addition, the expanded analysis included a review of online bill pay services, as required by the consent orders. During the almost eight-year review period, the analysis identified approximately 528,000 potentially unauthorized online bill pay enrollments.
For all periods of the expanded analysis (other than some periods in 2009 and 2010 for which we do not have sufficient information), the maximum impact of the 3.5 million potentially unauthorized accounts and 528,000 potentially unauthorized online bill pay enrollments on the originally reported Community Banking cross-sell metric was, in any one quarter, 0.03 products per household (or 0.5% of the originally reported metric). Due to our historical processes, which removed from the calculation of the cross-sell metric certain accounts and other products that were inactive over various time frames, not all of these potentially unauthorized accounts affected the cross-sell metric at any one time.

Customer Remediation
We refunded $3.3 million to customers under the stipulated judgment with the Los Angeles City Attorney and under the CFPB and OCC consent orders, covering the period from May 2011 to mid-2015. In connection with the expanded account analysis, we will now provide a total of $2.9 million in additional refunds and credits on top of the $3.3 million previously refunded as a result of the initial account review. In addition, we will refund $910,000 to customers who incurred fees or charges as a result of potentially unauthorized online bill pay enrollments.
As of September 30, 2017, we had paid $5.45 million in additional payments to customers nationwide through our ongoing complaints process and free mediation services that were put in place in connection with the sales practices matters.
Customers also may receive compensationanalysis. Additionally, customer outreach under the $142 million class-action lawsuit settlement concerning improper retail sales practices (Jabbari v. Wells Fargo Bank, N.A.) into which the Company entered to provide further remediation to customers, concluded in June 2018 and the period for customers to submit claims dating back to 2002. After plaintiffs’ attorneys’ feesclosed on July 7, 2018. The settlement administrator will pay claims following the calculation of compensatory damages and costsfavorable resolution of administration, the class-action settlement will provide reimbursement of fees not already paid and compensation for increased borrowing costs due to credit-score impact associated with a potentially unauthorized account. Remaining funds will be distributed to the participantspending appeals in the class on a per account basis.
We are working to complete the requirements of our consent orders, which include the development of an action plan that addresses the findings of the independent review. The independent consultant's report, which is regulatory supervisory information that cannot be publicly disclosed, was received in August 2017.

case.
For additional information regarding sales practices matters, including related legal matters, see the “Risk Factors” section in our 20162018 Form 10-K and Note 1114 (Legal Actions) to Financial Statements in this Report.

Additional Efforts to Rebuild Trust
Our priority of rebuilding trust has also included an effort to identify other areas or instances where customers may have experienced financial harm. We are working with our regulatory agencies in this effort.effort, and we have accrued for the reasonably estimable remediation costs related to these matters, which amounts may change based on additional facts and information, as well as ongoing reviews and communications with our regulators. As part of this effort, we are focused on the following key areas:
Overview (continued)

Practices concerning the origination, servicing, and/or collection of consumer automobile loans, including related insurance products. For example:
Automobile Lending BusinessThe Company is reviewing practices concerning the origination, servicing, and collection of consumer automobile loans, including matters related to certain insurance products. In July 2017, the Company announced a plan toit would remediate customers who may have been financially harmed due to issues related to automobile collateral protection insurance (CPI) policies purchased through a third-party vendor on their behalf. Commencingbehalf (based on an understanding that the borrowers did not have physical damage insurance coverage on their automobiles as required during the term of their automobile loans). The Company is in August 2017, the Company began sending letters and refund checksprocess of providing remediation to affected customers for policies placed between January 1, 2012, and September 30, 2016. The practice of placing CPI was discontinued by the Company on September 30, 2016. The time period inand/or letters to affected customers through which customersthey may be eligible to claim or otherwise receive remediation compensation for certain CPI placements has now been extended back topolicies placed between October 15, 2005. The Company currently estimates that it will provide approximately $100 million in cash remediation2005, and $30 million in account adjustments underSeptember 30, 2016. In addition, the plan. The amount of remediation may be affected as the Company continues to work with its regulators on the remediation plan.
The Company has identified certain issues related to the unused portion of guaranteed automobile protection waiver or insurance agreements between the customer and dealer and, by assignment, the lender, which may result in refundswill require remediation to customers in certain states. The Company is in the process of providing such remediation to affected customers. The Company has also identified certain issues related to its consumer automobile collections processes for customers in default, including legal notice practices in certain states and expenses charged in connection with certain repossessions. We expect remediation of affected customers will be required.
In October 2017, the Company announced plans to reach out to all home lending customers who paid fees for mortgage rate lock extensions requested from September 16, 2013, through February 28, 2017, and to refund customers who believe they should not have paid those fees. The plan to issue refunds follows an internal review that determined that a rate lock extension policy implemented in September 2013 was, at times, not consistently applied, resulting in some borrowers being charged fees in cases where the Company was primarily responsible for the delays that made the extensions necessary. Effective March 1, 2017, the Company changed how it manages the mortgage rate lock extension process to ensure more consistency by establishing a centralized review team that reviews all rate lock extension requests for consistent application of policy. A total of approximately $98 million in rate lock extension fees were assessed to about 110,000 borrowers during the period in question, although the Company believes a substantial number of those fees were appropriately charged under its policy. The amount ultimately refunded likely will be lower, as not all of the fees assessed were actually paid and some fees already have been refunded.
Practices related to certain consumer “add-on” products (e.g., identity theft and debt protection), including those products that are subject to an OCC consent order entered into in June 2015. Based on our ongoing review of "add-on" products, we expect remediation will be required.
Procedures regarding
Add-on ProductsThe Company is reviewingpractices related to certain consumer “add-on” products, including identity theft and debt protection products that were subject to an OCC consent order entered into in June 2015, as well as home and automobile warranty products, and memberships in discount programs. The products were sold to customers through a number of distribution channels and, in some cases, were acquired by the Company in connection with the purchase of loans. Sales of certain of these products have been discontinued over the past few years primarily due to decisions made by the Company in the normal course of business, and by mid-2017, the Company had ceased selling any of these products to consumers. We are in the process of providing remediation where we identify affected customers, and are also providing refunds to customers who purchased certain products. The review of the Company’s historical practices with respect to these products is ongoing, focusing on, among other topics, sales practices, adequacy of disclosures, customer servicing, and volume and type of customer complaints.
Consumer Deposit Account Freezing/Closing The Company is reviewing certain historical practices associated with the freezing (and, in many cases, closing) of consumer deposit accounts after the Company detected suspected fraudulent activity (by third-parties or account holders) that affected those accounts. Based on our ongoing review, we expect to remediate affected customers.
Review of Certain Activities Within Wealth and Investment ManagementA review of certain activities within Wealth and Investment Management (WIM) being conducted by the Board, in response to inquiries from federal government agencies, is assessing whether there have
Overview (continued)

been inappropriate referrals or recommendations, including with respect to rollovers for 401(k) plan participants, certain alternative investments, or referrals of brokerage customers to the Company’s investment and fiduciary services business. The Board substantially completed its review and did not uncover evidence of systemic or widespread issues in these businesses. Federal government agencies continue to review this matter.
Fiduciary and Custody Account Fee CalculationsThe Company is reviewing fee calculations within certain fiduciary and custody accounts in its investment and fiduciary services business, which is part of the wealth management business in WIM. The Company has determined that there have been instances of incorrect fees being applied to certain assets and accounts, resulting in both overcharges and undercharges to customers. These issues included the incorrect set-up and maintenance in the system of record of the values associated with certain assets. The Company has performed root cause analyses with the assistance of third parties and is in the process of implementing additional operational and control procedures as a result. Systems, operations, and account-level reviews are ongoing to determine the extent of any assets and accounts affected, and, as a result of its reviews to date, the Company has suspended the charging of fees on some assets and accounts, has notified the affected customers, and is continuing its analysis of those assets and accounts. We are in the process of providing remediation to affected customers and continue to review customer accounts to determine the extent of any necessary remediation, including with respect to additional accounts not yet reviewed, which may lead to additional accruals and fee suspensions.
Foreign Exchange BusinessThe Company has completed an assessment, with the assistance of a third party, of its policies, practices, and procedures in its foreign exchange (FX) business. The FX business has substantially completed the implementation of new policies, practices, and procedures, including those related to pricing. The Company is in the process of providing remediation to customers that may have received pricing inconsistent with commitments made to those customers, and rebates to customers where historic pricing, while consistent with contracts entered into with those customers, does not conform to recently implemented pricing review standards for prior periods. The Company’s review of affected customers is ongoing.
Mortgage Loan Modifications An internal review of the Company’s use of a mortgage loan modification underwriting tool identified a calculation error regarding foreclosure attorneys’ fees affecting certain accounts that were in the foreclosure process between April 13, 2010, and October 2, 2015, when the error was corrected. A subsequent expanded review identified related errors regarding the maximum allowable foreclosure attorneys’ fees permitted for certain accounts that were in the foreclosure process between March 15, 2010, and April 30, 2018, when new controls were implemented. Similar to the initial calculation error, these errors caused an overstatement of the attorneys’ fees that were included for purposes of determining whether a customer qualified for a mortgage loan modification or repayment plan pursuant to the requirements of government-sponsored enterprises (such as Fannie Mae and Freddie Mac), the Federal Housing Administration (FHA), and the U.S. Department of Treasury’s Home Affordable Modification Program. Customers were not actually charged the incorrect attorneys’ fees. As previously disclosed, the Company has identified customers who, as a result of these errors, were incorrectly denied a loan modification or were not offered a loan modification or repayment plan in cases where they otherwise would have qualified, as well as instances where a foreclosure was completed after the loan modification was denied or the customer was deemed ineligible to be offered a loan modification or repayment plan. The number of previously disclosed customers affected by these errors may change as a result of ongoing validation, but is not expected to change materially upon completion of this validation. The Company has contacted substantially all of the identified customers affected by these errors and has provided remediation as well as the option to pursue no-cost mediation with an independent mediator. The Company’s review of its mortgage loan modification practices is ongoing, and we are providing remediation to the extent we identify additional affected customers as a result of this review.
Consumer Deposit Account Disclosures and FeesThe Company is reviewing certain past disclosures to customers regarding the minimum qualifying debit card usage required for customers to receive a waiver of monthly service fees on certain consumer deposit accounts. Based on the possibility of confusion by some customers regarding the transactions that counted toward the waiver, we expect to refund certain monthly service and related fees to affected customers.
Separately, the Company expects to refund certain monthly service fees that were charged in the past on certain consumer deposit accounts afterprior to an initial deposit being made by the Company detected suspected fraudulent activity (by third-parties or account holders) that affected those accounts.customer. Under the Company’s current processes, which have been in place for several years, we would no longer assess a monthly service fee on such accounts prior to an initial deposit by the customer.


For more information, seeTo the “Risk Factors” section in our 2016 Form 10-Kextent issues are identified, we will continue to assess any customer harm and Note 11 (Legal Actions) to Financial Statements in this Report.
provide remediation as appropriate. This effort to identify similarother instances in which customers may have experienced harm is ongoing, and it is possible that we may identify other areas of potential concern. For more information, including related legal and regulatory risk, see the “Risk Factors” section in our 2018 Form 10-K and Note 14 (Legal Actions) to Financial Statements in this Report.

Financial Performance
Wells Fargo net income was $4.6$6.2 billion in thirdsecond quarter 20172019 with diluted earnings per common share (EPS) of $0.84,$1.30, compared with $5.6$5.2 billion and $1.03,$0.98, respectively, a year ago. ThirdIn second quarter 2017 results included the impact of a $1.0 billion, or ($0.20) per share, discrete litigation accrual, which was not tax-deductible, for previously disclosed, pre-financial crisis mortgage-related regulatory investigations.2019:
revenue was $21.6 billion, up$31 million compared with a year ago, with net interest income down$446 million and noninterest income up$477 million;
the net interest margin was 2.82%, down 11 basis points from a year ago primarily due to balance sheet mix and repricing;
noninterest expense was $13.4 billion, down $533 million from a year ago primarily due to lower remediation expense, core deposit and other intangibles expense, and FDIC and other deposit assessments expense;
average loans were $947.5 billion, up$3.4 billion from a year ago;
average deposits were $1.3 trillion, down$2.4 billion from a year ago;

Other financial results in third quarter 2017 included:
revenue was $21.9 billion, down $402 million compared with a year ago, with net interest income up 4% from a year ago;
return on assets (ROA) of 1.31% and return on equity (ROE) of 13.26%, were up from 1.10% and 10.60%, respectively, a year ago;
our credit results remained strong with a net charge-off rate of 0.28% (annualized) of average loans in second quarter 2019, compared with 0.26% (annualized) a year ago;
nonaccrual loans of $5.9 billion were down$1.2 billion, or 17%, from a year ago; and
we returned $6.1 billion to shareholders through common stock dividends and net share repurchases, an increase of 52% from the $4.0 billion we returned in second quarter 2018 and the 16th consecutive quarter of returning more than $3 billion.
average loans were $952.3 billion, down $5.1 billion, or 1%, from a year ago;
total deposits were $1.3 trillion, up $30.8 billion, or 2%, from a year ago;
Wealth and Investment Management (WIM) total client assets reached a record high of $1.9 trillion;
our credit results improved with a net charge-off rate of 0.30% (annualized) of average loans in third quarter 2017, compared with 0.33% a year ago; and
we returned $4.0 billion to shareholders through common stock dividends and net share repurchases, which was the ninth consecutive quarter of returning more than $3 billion.


Balance Sheet and Liquidity
Our balance sheet remained strong during thirdsecond quarter 20172019 with highstrong credit quality and solid levels of liquidity and capital. Our total assets were $1.93$1.92 trillion at SeptemberJune 30, 2017.2019. Cash and other short-term investments increased $5.5$23.1 billion from December 31, 2016,2018, reflecting lower loan balancesan increase in federal funds sold and growthsecurities purchased under resale agreements. Debt securities were $482.1 billion at June 30, 2019, a decrease of $2.6 billion from December 31, 2018, predominantly due to a decrease in deposits. Investment securities reached a record $414.6 billion, with approximately $31 billion of gross purchases during third quarter 2017, partially offset by runoff and the sale of approximately $13 billion of lower-yielding short-durationavailable-for-sale debt securities. Loans were down $15.7$3.2 billion or 2%, from December 31, 2016, largely due to a decline2018, driven by declines in real estate 1-4 family junior lien mortgage, commercial and automobileindustrial, commercial real estate construction, and other revolving credit and installment loans, partially offset by increases in real estate 1-4 family first mortgage and commercial real estate mortgage loans.
Average deposits in thirdsecond quarter 2017 reached a record $1.312019 were $1.3 trillion, up $44.8down $2.4 billion or 4%, from thirdsecond quarter 2016.2018 reflecting lower Wealth and Investment Management and Wholesale Banking deposits as customers allocated more cash into higher yielding liquid alternatives. Our average deposit cost in thirdsecond quarter 20172019 was 2670 basis points, up 1530 basis points from a year ago, primarily driven by an increase in commercialWholesale Banking and WIMWealth and Investment Management deposit rates.rates, unfavorable deposit mix shifts and retail banking deposit campaign pricing for new deposits.


Credit Quality
Solid overall credit results continued in thirdsecond quarter 20172019 as losses remained low and we continued to originate high quality loans, reflecting our long-term risk focus. Net charge-offs were $717$653 million, or 0.30%0.28% (annualized) of average loans, in thirdsecond quarter 2017,2019, compared with $805$602 million a year ago (0.33%(0.26%) (annualized). The decreaseincrease in net charge-offs in thirdsecond quarter 2017,2019, compared with a year ago, was predominantly driven by lowerhigher losses in the commercial and industrial loan portfolio includingand the credit card portfolio, partially offset by declines in the oil and gasautomobile portfolio. Our total oil and gas loan exposure, which includes unfunded commitments and loans outstanding, was down 8% from a year ago.
Our commercial portfolio net charge-offs were $113$165 million, or 913 basis points (annualized) of average commercial loans, in thirdsecond quarter 2017,2019, compared with net charge-offs of $215$67 million, or 175 basis points (annualized), a year ago. Net consumer credit losses increaseddecreased to 5345 basis points (annualized) of average consumer loans in thirdsecond quarter 20172019 from 5149 basis points (annualized) in thirdsecond quarter 2016. Our commercial real estate portfolios were in a net recovery position for the 19th consecutive quarter, reflecting our conservative risk discipline and improved market conditions. Net

losses on our consumer real estate portfolios improved by $84 million, or 122%, to a net recovery of $15 million from a year ago, reflecting the benefit of the continued improvement in the housing market and our continued focus on originating high quality loans. Approximately 77% of the consumer first mortgage portfolio outstanding at September 30, 2017, was originated after 2008, when more stringent underwriting standards were implemented.2018.
The allowance for credit losses as of SeptemberJune 30, 2017,2019, decreased $585$507 million compared with a year ago and decreased $431$104 million from December 31, 2016. The2018. We had a $150 million release in the allowance for credit losses at September 30, 2017 included $450 million for coverage of our preliminary estimate of potential hurricane-related losses from Hurricanes Harvey, Irmain both second quarter 2019 and Maria.2018. The allowance coverage for total loans was 1.27%1.12% at SeptemberJune 30, 2017,2019, compared with 1.32%1.18% a year ago and 1.30%1.12% at December 31, 2016.2018. The allowance covered 4.34.0 times annualized thirdsecond quarter net charge-offs, compared with 4.04.6 times a year ago. Future allowance levels will be based on a variety of factors, including loan growth, portfolio performance and general economic conditions. Our provision for loan losses was $717$503 million in thirdsecond quarter 2017, down2019, up from $805$452 million a year ago, primarily reflecting improvement in the oil and gas portfolio.ago.
Nonperforming assets decreased $512$1.0 billion, or 14%, from March 31, 2019, and $648 million, or 5%9%, from June 30, 2017, the sixth consecutive quarter of decreases, with improvement across our consumerDecember 31, 2018, and commercial portfolios and lower foreclosed assets. Nonperforming assets were only 0.98%represented 0.66% of total loans the lowest level since the merger with Wachovia in 2008.at June 30, 2019. Nonaccrual loans decreased $437$983 million from the prior quarter primarily due to a $276 million decrease in commercial nonaccruals. In addition, foreclosed assets were down $75March 31, 2019, and $574 million from December 31, 2018, driven by a decline in consumer nonaccruals from the prior quarter.reclassification of $373 million in real estate 1-4 family first mortgage nonaccrual loans to mortgage loans held for sale (MLHFS) in second quarter 2019, as well as other broad-based improvement across several commercial industry categories. Foreclosed assets decreased $59 million from March 31, 2019, and $74 million from December 31, 2018.

Capital
Our financial performance in thirdsecond quarter 2017 resulted in strong2019 allowed us to maintain a solid capital generation, which increasedposition, with total equity to a record $206.8of $200.0 billion at SeptemberJune 30, 2017, up $6.32019, compared with $197.1 billion fromat December 31, 2016. Third quarter 2017 was the first quarter our 2017 Capital Plan was effective and we2018. We returned $4.0$6.1 billion to shareholders in thirdsecond quarter 20172019 through common stock dividends and net share repurchases, an increase of 24% from a year ago.which was 52% more than the $4.0 billion we returned in second quarter 2018. Our net payout ratio (which is the ratio of (i) common stock dividends and share repurchases less issuances and stock compensation-related items, divided by (ii) net income applicable to common stock) was 95%, up from 63% in the prior quarter.104%. We continued to reduce our common shares outstanding through the repurchase of 49.0104.9 million common shares in the quarter. We also entered into a $1 billion forward repurchase contract with an unrelated third party in October 2017 that is expected to settle in first quarter 2018 for approximately 19 million shares. We expect to reduce our common shares outstanding through share repurchases throughout the remainder of 2017.2019.
We believe an important measure of our capital strength is the Common Equity Tier 1 (CET1) ratio under Basel III, fully phased-in, which was 11.82%11.97% at SeptemberJune 30, 2017,2019, up from 11.74% at December 31, 2018, and well above our internal target level of 10%. The growth inAs of June 30, 2019, our CET1 ratio reflected lowereligible external total loss absorbing capacity (TLAC) as a percentage of total risk-weighted assets (RWA)was 24.09%, driven by lower loan balances and commitments, as well as improved RWA efficiency.compared with the required minimum of 22.0%. Likewise, our other regulatory capital ratios remained strong. See the “Capital Management” section in this Report for more information regarding our capital, including the calculation of our regulatory capital amounts.
Earnings Performance (continued)




Earnings Performance
Wells Fargo net income for thirdsecond quarter 20172019 was $4.6$6.2 billion ($0.841.30 diluted earnings per common share), compared with $5.6$5.2 billion ($1.030.98 diluted per share) for thirdsecond quarter 2016.2018. Our financial performance in second quarter 2019 benefited from a $477 million increase in noninterest income, a $533 million decrease in noninterest expense, and a $516 million decline in income tax expense, partially offset by a $446 million decrease in net interest income, and a $51 million increase in our provision for credit losses. Net income for the first nine monthsin second quarter 2019 benefited from a net discrete income tax benefit of 2017 was $15.9 billion ($2.91),$14 million, compared with $16.7 billion ($3.03)a net discrete income tax expense of $481 million for the same period a year ago. Our financial performanceNet income for the first half of 2019 was $12.1 billion, compared with $10.3 billion for the same period a year ago. The increase in net income in the first nine monthshalf of 2017,2019, compared with the same period a year ago, benefited fromwas driven by a $1.9$79 million increase in noninterest income, a $1.7 billion increasedecrease in noninterest expense, and a $1.0 billion decline in income tax expense, partially offset by a $373 million decrease in net interest income, and a $1.1 billion decrease$705 million increase in our provision for credit losses, offset by a $2.5 billion decreaselosses. Net income in noninterest income and a $2.5 billion increase in noninterest expense. In the first nine monthshalf of 2017,2019 benefited from a net interestdiscrete income represented 56%tax benefit of revenue,$311 million, compared with 53%a net discrete income tax expense of $618 million for the same period in 2016. Noninterest income was $28.8 billion in the first nine months of 2017, representing 44% of revenue, compared with $31.3 billion (47%) in the first nine months of 2016.a year ago.
Revenue, the sum of net interest income and noninterest income, was $21.9$21.6 billion in thirdboth the second quarter 2017,of 2019 and 2018. Revenue was flat in second quarter 2019, compared with $22.3 billionthe same period a year ago, with an increase in third quarter 2016.noninterest income, offset by a decrease in net interest income. Our diversified sources of revenue generated by our businesses continued to be balanced between net interest income and noninterest income. Revenue for the first nine monthshalf of 20172019 was $66.1$43.2 billion, compared with $66.7$43.5 billion for the first nine monthshalf of 2016.2018. The decreasedecline in revenue forin the third quarter and first nine monthshalf of 2017,2019, compared with the same periods in 2016,period a year ago, was predominantly due to a decline in noninterest income, partially offset by an increase innet interest income. In the first half of 2019 and 2018, net interest income from loansrepresented 57% of revenue. Noninterest income was $18.8 billion in the first half of 2019, representing 43% of revenue, compared with $18.7 billion and investment securities.43% in the first half of 2018.


Earnings Performance (continued)




Net Interest Income
Net interest income is the interest earned on debt securities, loans (including yield-related loan fees) and other interest-earning assets minus the interest paid on deposits, short-term borrowings and long-term debt. The net interest margin is the average yield on earning assets minus the average interest rate paid for deposits and our other sources of funding. Net interest income and the net interest margin are presented on a taxable-equivalent basis in Table 1 to consistently reflect income from taxable and tax-exempt loans and debt and equity securities based on a 35%21% federal statutory tax rate.rate for the periods ending June 30, 2019 and 2018.
While the Company believes that it has the ability to increase net interest income over time, netNet interest income and the net interest margin in any one period can be significantly affected by a variety of factors including the mix and overall size of our earning assets portfolio and the cost of funding those assets. In addition, some variable sources of interest income, such as resolutions from purchased credit-impaired (PCI) loans, loan fees, periodic dividends, and collection of interest on nonaccrual loans, can varyfluctuate from period to period. Net interest income and net interest margin growth has been challenged during the prolonged low interest rate environment as higher yielding loans and securities have run off and been replaced with lower yielding assets.
Net interest income on a taxable-equivalent basis was $12.8$12.3 billion and $38.2$24.7 billion in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $12.3$12.7 billion and $36.3
$25.1 billion for the same periods a year ago. The netNet interest margin on a taxable-equivalent basis was 2.87%2.82% and 2.88% for2.86% in the thirdsecond quarter and first nine monthshalf of 2017, respectively, up from 2.82%2019, compared with 2.93% and 2.86%2.89% for the same periods a year ago. The increasedecrease in net interest income in the third quarter and first nine months of 2017 from the same periods a year ago resulted from an increase in interest income, partially offset by an increase in interest expense on funding sources. The increase in interest income was driven by balance growth in earning assets and the benefit of higher interest rates. Interest expense on funding sources increased in the third quarter and first nine months of 2017, compared with the same periods a year ago, with a significant portion due to growth and repricing of long-term debt. Deposit interest expense was also higher, primarily due to an increase in wholesale pricing resulting from higher interest rates.
The increase in net interest margin in the thirdsecond quarter and first nine monthshalf of 2017,2019, compared with the same periods a year ago, was predominantly due to repricing benefitsdriven by:
unfavorable impacts of earning assets from highergrowth, mix and repricing; and
lower variable sources of interest rates exceeding the repricing costs of depositsincome;
partially offset by:
favorable hedge ineffectiveness accounting results; and market based funding sources.
a reduction in net securities premium amortization.

Average earning assets increased $42.3 billion and $81.9$6.7 billion in the thirdsecond quarter and first nine months of 2017, respectively, compared with the same periodsperiod a year ago. The change was driven by increases in:
average federal funds sold and securities purchased under resale agreements of $18.1 billion;
average debt securities of $4.2 billion; and
average loans of $3.4 billion;
partially offset by decreases in:
average interest-earning deposits of $13.8 billion;
average equity securities of $2.1 billion;
���
average loans held for sale of $1.8 billion;
other earning assets of $825 million; and
average mortgage loans held for sale of $324 million.

Average loansearning assets decreased $5.1 billion in the third quarter and increased $12.4$11.5 billion in the first nine monthshalf of 2017, average investment securities increased $48.6 billion in third quarter 2017 and $61.9 billion in the first nine months of 2017, and average trading assets increased $14.8 billion in the third quarter and $14.9 billion in the first nine months of 2017,2019 compared with the same periodsperiod a year ago. In addition, average federal funds sold and other short-term investments decreased $23.2 billion and $12.2 billion in the third quarter and first nine months of 2017, respectively, compared with the same periods a year ago.The change was driven by decreases in:
average interest-earning deposits of $22.6 billion;
average equity securities of $4.4 billion;
average mortgage loans held for sale of $2.4 billion;
average loans held for sale of $1.0 billion; and
other earning assets of $1.2 billion;
partially offset by increases in:
average federal funds sold and securities purchased under resale agreements of $11.8 billion;
average debt securities of $7.1 billion; and
average loans of $1.2 billion.

Deposits are an important low-cost source of funding and affect both net interest income and the net interest margin. Deposits include noninterest-bearing deposits, interest-bearing checking, market rate and other savings, savings certificates, other time deposits, and deposits in foreign offices. Average deposits of $1.31 trillion and $1.30were $1.27 trillion in both the thirdsecond quarter and first nine monthshalf of 2017, increased2019, respectively, compared with $1.26$1.27 trillion and $1.24$1.28 trillion forin the same periods a year ago, and represented 137%134% of average loans in thirdsecond quarter 2017 (136%2019 and 133% in the first nine monthshalf of 2017),2019, compared with 132%135% in thirdsecond quarter 2016 (131%2018 and 136% in the first nine monthshalf of 2016).2018. Average deposits were 74% and 73% of average earning assets in both the thirdsecond quarter and first nine monthshalf of 2017, respectively,2019, compared with 73% in both the thirdperiods a year ago. The average deposit cost for second quarter 2019 was 70 basis points, up 30 basis points from a year ago, driven by an increase in Wholesale Banking and first nine months of 2016.WIM deposit rates, unfavorable deposit mix shifts, and retail banking deposit campaign pricing for new deposits.


Table 1:Average Balances, Yields and Rates Paid (Taxable-Equivalent Basis) (1)(2)
Quarter ended September 30, Quarter ended June 30, 
    2017
     2016
    2019
     2018
(in millions)
Average
balance

 
Yields/
rates

 
Interest
income/
expense

 
Average
balance

 
Yields/
rates

 
Interest
income/
expense

Average
balance

 
Yields/
rates

 
Interest
income/
expense

 
Average
balance

 
Yields/
rates

 
Interest
income/
expense

Earning assets                      
Federal funds sold, securities purchased under resale agreements and other short-term investments$276,129
 1.20% $832
 299,351
 0.50% $373
Trading assets103,589
 2.96
 767
 88,838
 2.72
 605
Investment securities (3):            
Available-for-sale securities:           
Interest-earning deposits with banks$141,045
 2.33% $819
 154,846
 1.75% $676
Federal funds sold and securities purchased under resale agreements98,130
 2.44
 598
 80,020
 1.73
 344
Debt securities (3):            
Trading debt securities86,514
 3.45
 746
 80,661
 3.45
 695
Available-for-sale debt securities:           
Securities of U.S. Treasury and federal agencies14,529
 1.31
 48
 25,817
 1.52
 99
15,402
 2.21
 85
 6,425
 1.66
 27
Securities of U.S. states and political subdivisions52,500
 4.16
 546
 55,170
 4.28
 590
45,769
 4.02
 460
 47,388
 3.91
 464
Mortgage-backed securities:                      
Federal agencies139,781
 2.58
 903
 105,780
 2.39
 631
149,761
 2.99
 1,120
 154,929
 2.75
 1,065
Residential and commercial11,013
 5.43
 149
 18,080
 5.54
 250
5,562
 4.02
 56
 8,248
 4.86
 101
Total mortgage-backed securities150,794
 2.79
 1,052
 123,860
 2.85
 881
155,323
 3.03
 1,176
 163,177
 2.86
 1,166
Other debt and equity securities48,082
 3.75
 453
 54,176
 3.37
 459
Total available-for-sale securities265,905
 3.15
 2,099
 259,023
 3.13
 2,029
Held-to-maturity securities:           
Other debt securities45,063
 4.40
 494
 47,009
 4.33
 506
Total available-for-sale debt securities261,557
 3.39
 2,215
 263,999
 3.28
 2,163
Held-to-maturity debt securities:           
Securities of U.S. Treasury and federal agencies44,708
 2.18
 246
 44,678
 2.19
 246
44,762
 2.19
 244
 44,731
 2.19
 244
Securities of U.S. states and political subdivisions6,266
 5.44
 85
 2,507
 5.24
 33
6,958
 4.06
 71
 6,255
 4.34
 68
Federal agency and other mortgage-backed securities88,272
 2.26
 498
 47,971
 1.97
 236
95,506
 2.64
 632
 94,964
 2.33
 552
Other debt securities1,488
 3.05
 12
 3,909
 1.98
 19
58
 3.86
 
 584
 4.66
 7
Total held-to-maturity securities140,734
 2.38
 841
 99,065
 2.15
 534
Total investment securities406,639
 2.89
 2,940
 358,088
 2.86
 2,563
Mortgages held for sale (4)22,923
 3.82
 219
 24,060
 3.44
 207
Total held-to-maturity debt securities147,284
 2.57
 947
 146,534
 2.38
 871
Total debt securities495,355
 3.16
 3,908
 491,194
 3.04
 3,729
Mortgage loans held for sale (4)18,464
 4.22
 195
 18,788
 4.22
 198
Loans held for sale (4)152
 13.35
 5
 199
 3.04
 2
1,642
 4.80
 20
 3,481
 5.48
 48
Loans:                      
Commercial:           
Commercial loans:           
Commercial and industrial – U.S.270,091
 3.81
 2,590
 271,226
 3.48
 2,369
285,084
 4.47
 3,176
 275,259
 4.16
 2,851
Commercial and industrial – Non U.S.57,738
 2.90
 421
 51,261
 2.40
 309
62,905
 3.90
 611
 59,716
 3.51
 524
Real estate mortgage129,087
 3.83
 1,245
 128,809
 3.48
 1,127
121,869
 4.58
 1,390
 123,982
 4.27
 1,319
Real estate construction24,981
 4.18
 263
 23,212
 3.50
 205
21,568
 5.36
 288
 23,637
 4.88
 287
Lease financing19,155
 4.59
 220
 18,896
 4.70
 223
19,133
 4.71
 226
 19,266
 4.48
 216
Total commercial501,052
 3.76
 4,739
 493,404
 3.42
 4,233
Consumer:           
Total commercial loans510,559
 4.47
 5,691
 501,860
 4.15
 5,197
Consumer loans:           
Real estate 1-4 family first mortgage278,371
 4.03
 2,809
 278,509
 3.97
 2,764
286,169
 3.88
 2,776
 283,101
 4.06
 2,870
Real estate 1-4 family junior lien mortgage41,916
 4.95
 521
 48,927
 4.37
 537
32,609
 5.75
 468
 37,249
 5.32
 495
Credit card35,657
 12.41
 1,114
 34,578
 11.60
 1,008
38,154
 12.65
 1,204
 35,883
 12.66
 1,133
Automobile56,746
 5.34
 764
 62,461
 5.60
 880
45,179
 5.23
 589
 48,568
 5.18
 628
Other revolving credit and installment38,601
 6.31
 615
 39,605
 5.92
 590
34,790
 7.12
 617
 37,418
 6.62
 617
Total consumer451,291
 5.14
 5,823
 464,080
 4.97
 5,779
Total consumer loans436,901
 5.18
 5,654
 442,219
 5.20
 5,743
Total loans (4)952,343
 4.41
 10,562
 957,484
 4.17
 10,012
947,460
 4.80
 11,345
 944,079
 4.64
 10,940
Equity securities35,215
 2.70
 237
 37,330
 2.38
 222
Other15,007
 1.69
 65
 6,488
 2.30
 36
4,693
 1.76
 20
 5,518
 1.48
 21
Total earning assets$1,776,782
 3.45% $15,390
 1,734,508
 3.17% $13,798
$1,742,004
 3.94% $17,142
 1,735,256
 3.73% $16,178
Funding sources                      
Deposits:                      
Interest-bearing checking$48,278
 0.57% $69
 44,056
 0.15% $17
$57,549
 1.46% $210
 80,324
 0.90% $181
Market rate and other savings681,187
 0.17
 293
 667,185
 0.07
 110
690,677
 0.59
 1,009
 676,668
 0.26
 434
Savings certificates21,806
 0.31
 16
 25,185
 0.30
 19
30,620
 1.62
 124
 20,033
 0.43
 21
Other time deposits66,046
 1.51
 252
 54,921
 0.93
 128
96,887
 2.61
 630
 82,061
 2.26
 465
Deposits in foreign offices124,746
 0.76
 240
 107,072
 0.30
 82
51,875
 1.86
 240
 51,474
 1.30
 167
Total interest-bearing deposits942,063
 0.37
 870
 898,419
 0.16
 356
927,608
 0.96
 2,213
 910,560
 0.56
 1,268
Short-term borrowings99,193
 0.91
 226
 116,228
 0.29
 86
114,754
 2.26
 646
 103,795
 1.54
 398
Long-term debt243,137
 2.26
 1,377
 252,400
 1.59
 1,006
236,734
 3.21
 1,900
 223,800
 2.97
 1,658
Other liabilities24,851
 1.74
 109
 16,771
 2.11
 88
24,314
 2.18
 132
 28,202
 2.12
 150
Total interest-bearing liabilities1,309,244
 0.79
 2,582
 1,283,818
 0.48
 1,536
1,303,410
 1.50
 4,891
 1,266,357
 1.10
 3,474
Portion of noninterest-bearing funding sources467,538
 
 
 450,690
 
 
438,594
 
 
 468,899
 
 
Total funding sources$1,776,782
 0.58
 2,582
 1,734,508
 0.35
 1,536
$1,742,004
 1.12
 4,891
 1,735,256
 0.80
 3,474
Net interest margin and net interest income on a taxable-equivalent basis (5)  2.87% $12,808
   2.82% $12,262
  2.82% $12,251
   2.93% $12,704
Noninterest-earning assets                      
Cash and due from banks$18,456
       18,682
      $19,475
       18,609
      
Goodwill26,600
       26,979
      26,415
       26,444
      
Other116,685
     134,417
    112,733
     104,575
    
Total noninterest-earning assets$161,741
     180,078
    $158,623
     149,628
    
Noninterest-bearing funding sources                        
Deposits$364,293
     363,108
    $341,371
     360,779
    
Other liabilities57,052
     63,777
    56,161
     51,681
    
Total equity207,934
     203,883
    199,685
     206,067
    
Noninterest-bearing funding sources used to fund earning assets(467,538)     (450,690)    (438,594)     (468,899)    
Net noninterest-bearing funding sources$161,741
     180,078
    $158,623
     149,628
    
Total assets$1,938,523
     1,914,586
    $1,900,627
     1,884,884
    
           
(1)
Our average prime rate was 4.25%5.50% and 3.50%4.80% for the quarters ended SeptemberJune 30, 20172019 and 2016,2018, respectively, and 4.03%5.50% and 3.50%4.66%, for the first nine monthshalf of 20172019 and 2016,2018, respectively. The average three-month London Interbank Offered Rate (LIBOR) was 1.31%2.51% and 0.79%2.34% for the quarters ended SeptemberJune 30, 20172019 and 2016,2018, respectively, and 1.20%2.60% and 0.69%2.13% for the first nine monthshalf of 20172019 and 2016,2018, respectively.
(2)Yields/rates and amounts include the effects of hedge and risk management activities associated with the respective asset and liability categories.
(3)Yields and Yields/rates are based on interest income/expense amounts for the period, annualized based on the accrual basis for the respective accounts. The average balance amounts represent amortized cost for the periods presented.



 Six months ended June 30, 
       2019
       2018
(in millions)
Average
balance

 
Yields/
rates

 
Interest
income/
expense

 
Average
balance

 
Yields/
rates

 
Interest
income/
expense

Earning assets           
Interest-earning deposits with banks$140,915
 2.33% $1,629
 163,520
 1.61% $1,308
Federal funds sold and securities purchased under resale agreements90,875
 2.42
 1,093
 79,083
 1.57
 615
Debt securities (3):           
Trading debt securities87,938
 3.52
 1,544
 79,693
 3.35
 1,332
Available-for-sale debt securities:            
Securities of U.S. Treasury and federal agencies14,740
 2.18
 159
 6,426
 1.66
 53
Securities of U.S. states and political subdivisions47,049
 4.02
 946
 48,665
 3.64
 885
Mortgage-backed securities:           
Federal agencies150,623
 3.04
 2,293
 156,690
 2.73
 2,141
Residential and commercial5,772
 4.17
 120
 8,558
 4.48
 192
Total mortgage-backed securities156,395
 3.09
 2,413
 165,248
 2.82
 2,333
Other debt securities45,920
 4.43
 1,011
 47,549
 4.02
 950
Total available-for-sale debt securities264,104
 3.44
 4,529
 267,888
 3.16
 4,221
Held-to-maturity debt securities:           
Securities of U.S. Treasury and federal agencies44,758
 2.20
 487
 44,727
 2.20
 487
Securities of U.S. states and political subdivisions6,560
 4.05
 133
 6,257
 4.34
 136
Federal agency and other mortgage-backed securities95,753
 2.69
 1,288
 92,888
 2.35
 1,093
Other debt securities60
 3.91
 1
 639
 3.89
 12
Total held-to-maturity debt securities147,131
 2.60
 1,909
 144,511
 2.40
 1,728
Total debt securities499,173
 3.20
 7,982
 492,092
 2.96
 7,281
Mortgage loans held for sale (4)16,193
 4.28
 347
 18,598
 4.06
 377
Loans held for sale (4)1,752
 5.04
 44
 2,750
 5.28
 72
Loans:           
Commercial loans:               
Commercial and industrial – U.S.285,827
 4.47
 6,345
 273,658
 4.00
 5,435
Commercial and industrial – Non U.S.62,863
 3.90
 1,215
 59,964
 3.37
 1,003
Real estate mortgage121,644
 4.58
 2,763
 125,085
 4.16
 2,581
Real estate construction21,999
 5.40
 589
 24,041
 4.70
 561
Lease financing19,261
 4.66
 450
 19,266
 4.89
 471
Total commercial loans511,594
 4.48
 11,362
 502,014
 4.03
 10,051
Consumer loans:           
Real estate 1-4 family first mortgage285,694
 3.92
 5,597
 283,651
 4.04
 5,722
Real estate 1-4 family junior lien mortgage33,197
 5.75
 949
 38,042
 5.23
 988
Credit card38,168
 12.76
 2,416
 36,174
 12.71
 2,280
Automobile45,007
 5.21
 1,163
 50,010
 5.17
 1,283
Other revolving credit and installment35,068
 7.13
 1,240
 37,641
 6.54
 1,221
Total consumer loans437,134
 5.22
 11,365
 445,518
 5.18
 11,494
Total loans (4)948,728
 4.82
 22,727
 947,532
 4.57
 21,545
Equity securities34,154
 2.63
 448
 38,536
 2.37
 455
Other4,555
 1.69
 38
 5,765
 1.34
 40
Total earning assets$1,736,345
 3.97% $34,308
 1,747,876
 3.64% $31,693
Funding sources           
Deposits:               
Interest-bearing checking$56,905
 1.44% $407
 74,084
 0.84% $310
Market rate and other savings689,628
 0.54
 1,856
 677,861
 0.24
 802
Savings certificates27,940
 1.46
 202
 20,025
 0.38
 38
Other time deposits97,356
 2.64
 1,275
 79,340
 2.06
 812
Deposits in foreign offices53,649
 1.88
 499
 73,023
 1.09
 396
Total interest-bearing deposits925,478
 0.92
 4,239
 924,333
 0.51
 2,358
Short-term borrowings111,719
 2.24
 1,243
 102,793
 1.39
 710
Long-term debt234,963
 3.27
 3,827
 224,924
 2.88
 3,234
Other liabilities24,801
 2.23
 275
 28,065
 2.02
 282
Total interest-bearing liabilities1,296,961
 1.49
 9,584
 1,280,115
 1.03
 6,584
Portion of noninterest-bearing funding sources439,384
   
 467,761
 
 
Total funding sources$1,736,345
 1.11
 9,584
 1,747,876
 0.75
 6,584
Net interest margin and net interest income on a taxable-equivalent basis (5)   2.86% $24,724
    2.89% $25,109
Noninterest-earning assets                 
Cash and due from banks$19,544
     18,730
    
Goodwill26,417
     26,480
    
Other109,601
     107,218
    
Total noninterest-earning assets$155,562
     152,428
    
Noninterest-bearing funding sources             
Deposits$340,061
     359,854
    
Other liabilities55,864
     54,212
    
Total equity199,021
     206,123
    
Noninterest-bearing funding sources used to fund earning assets(439,384)     (467,761)    
Net noninterest-bearing funding sources$155,562
     152,428
    
Total assets$1,891,907
     1,900,304
    
            
(4)Nonaccrual loans and related income are included in their respective loan categories.
(5)
Includes taxable-equivalent adjustments of $332$156 million and $310$163 million for the quarters ended SeptemberJune 30, 20172019 and 2016,2018, respectively, and $980$318 million and $909$330 million for the first nine monthshalf of 20172019 and 2016,2018, respectively, predominantly related to tax-exempt income on certain loans and securities. The federal statutory tax rate utilized was 35%21% for the periods presented.



 Nine months ended September 30, 
       2017
       2016
(in millions)
Average
balance

 
Yields/
rates

 
Interest
income/
expense

 
Average
balance

 
Yields/
rates

 
Interest
income/
expense

Earning assets           
Federal funds sold, securities purchased under resale agreements and other short-term investments$280,477
 0.98% $2,062
 292,635
 0.49% $1,076
Trading assets98,516
 2.90
 2,144
 83,580
 2.86
 1,792
Investment securities (3):           
Available-for-sale securities:            
Securities of U.S. Treasury and federal agencies19,182
 1.48
 212
 30,588
 1.56
 358
Securities of U.S. states and political subdivisions52,748
 4.07
 1,612
 52,637
 4.25
 1,678
Mortgage-backed securities:           
Federal agencies142,748
 2.60
 2,782
 98,099
 2.57
 1,889
Residential and commercial12,671
 5.44
 516
 19,488
 5.39
 787
Total mortgage-backed securities155,419
 2.83
 3,298
 117,587
 3.03
 2,676
Other debt and equity securities49,212
 3.74
 1,377
 53,680
 3.36
 1,349
Total available-for-sale securities276,561
 3.13
 6,499
 254,492
 3.18
 6,061
Held-to-maturity securities:           
Securities of U.S. Treasury and federal agencies44,701
 2.19
 733
 44,671
 2.19
 733
Securities of U.S. states and political subdivisions6,270
 5.35
 251
 2,274
 5.34
 91
Federal agency and other mortgage-backed securities74,525
 2.38
 1,329
 37,087
 2.08
 577
Other debt securities2,531
 2.48
 47
 4,193
 1.94
 61
Total held-to-maturity securities128,027
 2.46
 2,360
 88,225
 2.21
 1,462
Total investment securities404,588
 2.92
 8,859
 342,717
 2.93
 7,523
Mortgages held for sale (4)20,869
 3.82
 598
 20,702
 3.53
 549
Loans held for sale (4)158
 8.44
 10
 240
 3.71
 7
Loans:               
Commercial:               
Commercial and industrial – U.S.272,621
 3.70
 7,547
 266,622
 3.44
 6,874
Commercial and industrial – Non U.S.56,512
 2.83
 1,196
 50,658
 2.29
 867
Real estate mortgage130,931
 3.69
 3,615
 125,902
 3.43
 3,236
Real estate construction24,949
 4.00
 747
 22,978
 3.53
 608
Lease financing19,094
 4.78
 685
 17,629
 4.86
 643
Total commercial504,107
 3.66
 13,790
 483,789
 3.38
 12,228
Consumer:           
Real estate 1-4 family first mortgage276,330
 4.04
 8,380
 276,369
 4.01
 8,311
Real estate 1-4 family junior lien mortgage43,589
 4.77
 1,557
 50,585
 4.38
 1,659
Credit card35,322
 12.19
 3,219
 33,774
 11.58
 2,927
Automobile59,105
 5.41
 2,392
 61,246
 5.64
 2,588
Other revolving credit and installment39,128
 6.15
 1,801
 39,434
 5.94
 1,755
Total consumer453,474
 5.11
 17,349
 461,408
 4.99
 17,240
Total loans (4)957,581
 4.34
 31,139
 945,197
 4.16
 29,468
Other10,892
 2.06
 169
 6,104
 2.23
 101
Total earning assets$1,773,081
 3.39% $44,981
 1,691,175
 3.20% $40,516
Funding sources           
Deposits:               
Interest-bearing checking$49,134
 0.43% $156
 40,858
 0.13% $41
Market rate and other savings682,780
 0.13
 664
 659,257
 0.07
 327
Savings certificates22,618
 0.30
 50
 26,432
 0.37
 73
Other time deposits59,414
 1.42
 633
 58,087
 0.84
 364
Deposits in foreign offices123,553
 0.64
 587
 100,783
 0.25
 190
Total interest-bearing deposits937,499
 0.30
 2,090
 885,417
 0.15
 995
Short-term borrowings97,837
 0.69
 505
 111,993
 0.28
 231
Long-term debt250,755
 2.04
 3,838
 235,209
 1.57
 2,769
Other liabilities20,910
 1.97
 309
 16,534
 2.10
 260
Total interest-bearing liabilities1,307,001
 0.69
 6,742
 1,249,153
 0.45
 4,255
Portion of noninterest-bearing funding sources466,080
   
 442,022
 
 
Total funding sources$1,773,081
 0.51
 6,742
 1,691,175
 0.34
 4,255
Net interest margin and net interest income on a taxable-equivalent basis (5)   2.88% $38,239
    2.86% $36,261
Noninterest-earning assets                 
Cash and due from banks$18,443
     18,499
    
Goodwill26,645
     26,696
    
Other114,073
     129,324
    
Total noninterest-earning assets$159,161
     174,519
    
Noninterest-bearing funding sources             
Deposits$364,774
     353,870
    
Other liabilities55,221
     62,169
    
Total equity205,246
     200,502
    
Noninterest-bearing funding sources used to fund earning assets(466,080)     (442,022)    
Net noninterest-bearing funding sources$159,161
     174,519
    
Total assets$1,932,242
     1,865,694
    
            





Noninterest Income
Table 2:Noninterest Income
Quarter ended Sep 30,  %
 Nine months ended Sep 30,  %
Quarter ended June 30,  %
 Six months ended June 30,  %
(in millions)2017
 2016
 Change
 2017
 2016
 Change
2019
 2018
 Change
 2019
 2018
 Change
Service charges on deposit accounts$1,276
 1,370
 (7)% $3,865
 4,015
 (4)%$1,206
 1,163
 4 % $2,300
 2,336
 (2)%
Trust and investment fees:                      
Brokerage advisory, commissions and other fees2,304
 2,344
 (2) 6,957
 6,874
 1
2,318
 2,354
 (2) 4,511
 4,757
 (5)
Trust and investment management840
 849
 (1) 2,506
 2,499
 
795
 835
 (5) 1,581
 1,685
 (6)
Investment banking465
 420
 11
 1,345
 1,172
 15
455
 486
 (6) 849
 916
 (7)
Total trust and investment fees3,609
 3,613
 
 10,808
 10,545
 2
3,568
 3,675
 (3) 6,941
 7,358
 (6)
Card fees1,000
 997
 
 2,964
 2,935
 1
1,025
 1,001
 2
 1,969
 1,909
 3
Other fees:          
          
Charges and fees on loans318
 306
 4
 950
 936
 1
Lending related charges and fees (1)349
 376
 (7) 696
 756
 (8)
Cash network fees126
 138
 (9) 386
 407
 (5)117
 120
 (3) 226
 246
 (8)
Commercial real estate brokerage commissions120
 119
 1
 303
 322
 (6)105
 109
 (4) 186
 194
 (4)
Letters of credit fees77
 81
 (5) 227
 242
 (6)
Wire transfer and other remittance fees114
 103
 11
 333
 296
 13
121
 121
 
 234
 237
 (1)
All other fees122
 179
 (32) 445
 562
 (21)108
 120
 (10) 228
 213
 7
Total other fees877
 926
 (5) 2,644

2,765
 (4)800
 846
 (5) 1,570

1,646
 (5)
Mortgage banking:          
          
Servicing income, net309
 359
 (14) 1,165
 1,569
 (26)277
 406
 (32) 641
 874
 (27)
Net gains on mortgage loan origination/sales activities737
 1,308
 (44) 2,257
 3,110
 (27)481
 364
 32
 825
 830
 (1)
Total mortgage banking1,046
 1,667
 (37) 3,422

4,679
 (27)758
 770
 (2) 1,466

1,704
 (14)
Insurance269
 293
 (8) 826
 1,006
 (18)93
 102
 (9) 189
 216
 (13)
Net gains from trading activities245
 415
 (41) 921
 943
 (2)229
 191
 20
 586
 434
 35
Net gains on debt securities166
 106
 57
 322
 797
 (60)20
 41
 (51) 145
 42
 245
Net gains from equity investments238
 140
 70
 829
 573
 45
Net gains from equity securities622
 295
 111
 1,436
 1,078
 33
Lease income475
 534
 (11) 1,449
 1,404
 3
424
 443
 (4) 867
 898
 (3)
Life insurance investment income152
 152
 
 441
 455
 (3)167
 162
 3
 326
 326
 
All other97
 163
 (40) 347
 1,216
 (71)577
 323
 79
 992
 761
 30
Total$9,450
 10,376
 (9) $28,838

31,333
 (8)$9,489
 9,012
 5
 $18,787

18,708
 

(1)Represents combined amount of previously reported “Charges and fees on loans” and “Letters of credit fees”.
Noninterest income was $9.5 billion and $28.8$18.8 billion forin the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $10.4$9.0 billion and $31.3$18.7 billion for the same periods a year ago. This income represented 44% of revenue for second quarter 2019 and 43% of revenue for third quarter 2017 and 44% for the first nine monthshalf of 2017,2019, compared with 46%42% and 47%43% for the same periods a year ago.
The declineincrease in noninterest income in the thirdsecond quarter and first nine monthshalf of 2017,2019, compared with the same periods a year ago, was due to lower mortgage banking income, lowerpredominantly driven by higher net gains from equity securities and higher all other income. The increase in the first half of 2019, compared with the same period a year ago, also reflected higher net gains from trading activities, and lower service charges on deposit accounts. Noninterest incomedebt securities. The increases in the first nine months of 2017 also reflectedboth periods were partially offset by lower net gains on debt securities, insurance income, and all other noninterest income due to unfavorable net hedge ineffectiveness accounting results, but benefited from higher trust and investment fees net gainsand lower mortgage banking income. For more information on equity investments,our performance obligations and deferred compensation plan investment results (offsetthe nature of services performed for certain of our revenues discussed below, see Note 18 (Revenue from Contracts with Customers) to Financial Statements in employee benefits expense).this Report.
Service charges on deposit accounts were $1.3$1.2 billion and $3.9
$2.3 billion in the thirdsecond quarter and first half of 2019, respectively, flat compared with the same periods a year ago. In second quarter 2019, compared with the same period a year ago, higher consumer service charges due to growth in overdraft and returned items fees were offset by lower treasury management fees. In the first half of 2019, compared with the same period a year ago, lower treasury management fees and lower consumer monthly service fees were offset by higher overdraft and returned
items fees. The decline in treasury management fees in both the second quarter and first nine monthshalf of 2017, respectively, compared with $1.4 billion and $4.0 billion for the same periods in 2016. The decrease in the third quarter and first nine months of 2017,2019, compared with the same periods a year ago, was driven by lower consumer and business checking account service charges, lower overdraft fees, andprimarily due to the impact of a higher earnings credit rate applied to commercial accounts due to increased interest rates.
Brokerage advisory, commissions and other fees are received for providing full-servicedecreased to $2.3 billion and discount brokerage services predominantly to retail brokerage clients. Income from these brokerage-related activities include asset-based fees for advisory accounts, which are based on the market value of the client’s assets, and transactional commissions based on the number and size of transactions executed at the client’s direction. These fees were $2.30$4.5 billion and $6.96 billion in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $2.34$2.4 billion and $6.87$4.8 billion for the same periods a year ago. The decreases in 2016. The decrease in third quarter 2017,both periods, compared with the same period in 2016, was driven by lower transactional commission revenue, partially offset by higher asset-based fees. The increase for the first nine months of 2017, compared with the same period in 2016, wasperiods a year ago, were due to higherlower asset-based fees partially offset byand lower transactional commission revenue. Retail brokerage client assets totaled $1.6 trillion at Septemberboth June 30, 2017, compared with $1.5 trillion at September 30, 2016,2019 and 2018, with all retail brokerage services provided by our Wealth and Investment Management (WIM) operating segment. For additional information on retail brokerage client assets, see the discussion and Tables 4d and 4e in the “Operating Segment Results – Wealth and Investment Management – Retail Brokerage Client Assets” section in this Report.
We earn trust and investment management fees from managing and administering assets, including mutual funds, institutional separate accounts, corporate trust, personal trust,
Earnings Performance (continued)




employee benefit trust and agency assets. Trust and investment management fee income is primarilylargely from client assets under management (AUM) for which the fees are determined based on a tiered scale relative to the market value of the AUM. AUM consists of assets, and client assets under administration (AUA), for which we havefees are generally based on the extent of services to administer the assets. Trust and investment management discretion. fees declined to $795 million and $1.6 billion in the second quarter and first half of 2019, respectively, from $835 million and $1.7 billion for the same
Earnings Performance (continued)




periods a year ago. The decreases in both periods, compared with the same periods a year ago, were due to lower trust fees, investment management fees, and mutual fund asset fees, driven by lower average assets under management.
Our AUM totaled $678.7$682.0 billion at SeptemberJune 30, 2017,2019, compared with $667.5$677.7 billion at SeptemberJune 30, 2016,2018, with substantially all of our AUM managed by our WIM operating segment. Additional information regarding our WIM operating segment AUM is provided in Table 4f and the related discussion in the “Operating Segment Results – Wealth and Investment Management – Trust and Investment Client Assets Under Management” section in this Report. In addition
Our AUA, which includes assets administered by our Institutional Retirement and Trust business (IRT), totaled $1.8 trillion at June 30, 2019, compared with $1.7 trillion at June 30, 2018. We closed the previously announced sale of IRT on July 1, 2019, and recognized a pre-tax gain of approximately $1.1 billion, which will be reflected in our third quarter 2019 net income. We will continue to AUM we haveadminister client assets under administration (AUA) that earn various administrative fees which are generally based onat the extentdirection of the buyer for up to 24 months pursuant to a transition services providedagreement. The buyer will receive all post-closing revenue from the client assets and will pay us a fee for costs that we incur to administer the account. Ourclient assets during the transition period. The transition services fee will be recognized as other noninterest income. AUA totaled $1.7 trillionrelated to IRT were $918 billion at SeptemberJune 30, 2017, compared with $1.6 trillion at September 30, 2016. Trust and investment management fees were $8402019. Noninterest income related to IRT was $188 million and $2.5 billion$398 million for the first half of 2019 and full year 2018, respectively. Direct expenses related to IRT were $130 million and $256 million for the first half of 2019 and full year 2018, respectively. Transition period revenue is expected to approximate transition period expenses and is subject to downward adjustment as client assets transition to the buyer's platform.
Investment banking fees decreased to $455 million and $849 million in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $849from $486 million and $2.5 billion$916 million for the same periods in 2016.
We earn investment banking fees from underwriting2018, primarily due to lower equity and debt and equity securities, arranging loan syndications, and performing other related advisory services. Investment banking fees increased to $465 million and $1.3 billionoriginations. The decrease in the third quarter and first nine monthshalf of 2017, respectively, from $420 million and $1.2 billion for the same periods in 2016. The increase in third quarter 2017,2019, compared with the same period in 2016,a year ago, was predominantly drivenpartially offset by higher loan syndications.advisory fees.
Card fees were $1.0 billion and $2.0 billion in the second quarter and first half of 2019, respectively, compared with $1.0 billionand $1.9 billion for the same periods a year ago. The increase forin the first nine monthshalf of 2017,2019, compared with the same period in 2016,a year ago, was predominantly due to growth in equity originations, loan syndications,higher interchange fees driven by increased purchase activity, partially offset by higher rewards costs.
Other fees decreased to $800 million and advisory services.
Card fees were $1.0$1.57 billion and $3.0 billion in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $997from $846 million and $2.9$1.65 billion for the same periods a year ago.
Other fees decreased to $877 millionago, driven primarily by lower lending related charges and $2.6 billion in the third quarter andfees. The first nine monthshalf of 2017, respectively, from $926 million and $2.8 billion for2019, compared with the same periods in 2016, drivenperiod a year ago, was also impacted by lower all othercash network fees. All other fees were $122 million and $445 million in the third quarter and first nine months of 2017, respectively, compared with $179 million and $562 million for the same periods in 2016, driven by lower other fees from discontinued products and the impact of the sale of our global fund services business in fourth quarter 2016.
Mortgage banking noninterest income, consisting of net servicing income and net gains on mortgage loan origination/sales activities, totaled $1.0 billion$758 million and $3.4$1.5 billion in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $1.7 billion$770 million and $4.7$1.7 billion for the same periods a year ago.
In addition to servicing fees, net mortgage loan servicing income includes amortization of commercial mortgage servicing rights (MSRs), changes in the fair value of residential MSRs during the period, as well as changes in the value of derivatives (economic hedges) used to hedge the residential MSRs. Net servicing income of $309$277 million for thirdsecond quarter 20172019 included a $98$77 million net MSR valuation gain ($142 million 1.1 billion
decrease in the fair value of the MSRs and a $240 million$1.2 billion hedge gain). Net servicing income of $359$406 million for thirdsecond quarter 20162018 included a $134$26 million net MSR valuation gain ($8345 million decreaseincrease in the fair value of the MSRs and a $142$319 million hedge gain)loss). For the first nine monthshalf of 2017,2019, net servicing income of $1.2 billion$641 million included a $271$148 million net MSR valuation gain ($328 million decrease in the fair value of the MSRs and a $599 million hedge gain), and for the same period in 2016 net servicing income of
$1.6 billion included a $786 million net MSR valuation gain ($1.82.0 billion decrease in the fair value of the MSRs and a $2.6$2.1 billion hedge gain). Net servicing income decreased, and for the first nine monthshalf of 2017,2018, net servicing income of $874 million included a $136 million net MSR valuation gain ($1.7 billion increase in the fair value of the MSRs and a $1.5 billion hedge loss). The reduction in net servicing income for the second quarter and first half of 2019, compared with the same periodperiods a year ago, also reflected lower net servicing fees due to lower net MSR valuation gains. The decrease in net MSR valuation gains in the first nine months of 2017, compared with the same period in 2016, was primarily attributable to MSR valuation adjustments in the first quarter of 2016 that reflected a reduction in forecasted prepayments due to updated economic, customer data attributes,servicing portfolio runoff and mortgage market rate inputs as well as higher actual prepayments experienced in 2017.sales.
Our portfolio of mortgage loans serviced for others was $1.70$1.66 trillion at SeptemberJune 30, 20172019, and $1.68$1.71 trillion at December 31, 2016.2018. At SeptemberJune 30, 2017,2019, the ratio of combined residential and commercial MSRs to related loans serviced for others was 0.87%0.82%, compared with 0.85%0.94% at December 31, 2016.2018. See the “Risk Management – Asset/Liability Management – Mortgage Banking Interest Rate and Market Risk” section in this Report for additional information regarding our MSRs risks and hedging approach.
Net gains on mortgage loan origination/sales activities were $737$481 million and $2.3 billion$825 million in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $1.3 billion$364 million and $3.1 billion$830 million for the same periods a year ago.ago. The increase in second quarter 2019, compared with the same period a year ago, was primarily due to higher production margins. The decrease in the third quarter and first nine monthshalf of 2017,2019, compared with the same periodsperiod a year ago, was primarilypredominantly due to lower held for sale funding volume and production margins. Total mortgage loan originations were $59 billionorigination volumes, partially offset by higher margins and $159 billion for the third quarter and first nine months of 2017, respectively, compared with $70 billion and $177 billion for the same periods a year ago. higher repurchase reserve release in 2019. The production margin on residential held-for-sale mortgage loan originations, which represents net gains on residential mortgage loan origination/sales activities divided by total residential held-for-sale mortgage loan originations, provides a measure of the profitability of our residential mortgage origination activity.activity. Table 2a presents the information used in determining the production margin.


Table 2a:Selected Mortgage Production Data
 Quarter ended Sep 30,  Nine months ended Sep 30,  Quarter ended June 30,  Six months ended June 30, 
 2017
2016
 2017
2016
 2019
2018
 2019
2018
Net gains on mortgage loan origination/sales activities (in millions):           
Residential(A)$546
953
 1,636
2,229
(A)$322
281
 $554
605
Commercial 81
167
 263
310
 83
49
 130
125
Residential pipeline and unsold/repurchased loan management (1) 110
188
 358
571
 76
34
 141
100
Total $737
1,308
 2,257
3,110
 $481
364
 $825
830
Residential real estate originations (in billions):           
Held-for-sale(B)$44
53
 120
130
(B)$33
37
 $55
71
Held-for-investment 15
17
 39
47
 20
13
 31
22
Total $59
70
 159
177
 $53
50
 $86
93
Production margin on residential held-for-sale mortgage originations(A)/(B)1.24%1.81
 1.37
1.72
Production margin on residential held-for-sale mortgage loan originations(A)/(B)0.98%0.77
 1.01%0.86
(1)LargelyPrimarily includes the results of GNMAGovernment National Mortgage Association (GNMA) loss mitigation activities, interest rate management activities and changes in estimate to the liability for mortgage loan repurchase losses.


The production margin was 1.24%0.98% and 1.37%1.01% for the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with 1.81%0.77% and 1.72% for the same periods in 2016. The decline in production margin in the third quarter and first nine months of 2017 was attributable to lower margins in both our retail and correspondent production channels as well as a shift to more correspondent origination volume, which has a lower production margin. Mortgage applications were $73 billion and $215 billion for the third quarter and first nine months of 2017, respectively, compared with $100 billion and $272 billion0.86% for the same periods a year ago. The increase in production margin in the second quarter and first half of 2019, compared with the same periods a year ago, was predominantly due to higher margins in our correspondent production channel and a shift to more retail origination volume, which has a higher production margin. Mortgage applications were $90 billion and $154 billion for the second quarter and first half of 2019, respectively, compared with $67 billion and $125 billion for the same periods a year ago. The 1-4 family first mortgage unclosed application pipeline was $29$44 billion at SeptemberJune 30, 2017,2019, compared with $50$26 billion at SeptemberJune 30, 2016.2018. For additional information about our mortgage banking activities and results, see the “Risk Management – Asset/Liability Management – Mortgage Banking Interest Rate and Market Risk” section and Note 811 (Mortgage Banking Activities) and Note 1316 (Fair Values of Assets and Liabilities) to Financial Statements in this Report.
Net gains on mortgage loan origination/sales activities include adjustments to the mortgage repurchase liability. Mortgage loans are repurchased from third parties based on standard representations and warranties, and early payment default clauses in mortgage sale contracts. For the first nine months of 2017, we had a net $45 million release to the repurchase liability, compared with a net $106 million release for the first nine months of 2016. For additional information about mortgage loan repurchases, see the “Risk Management – Credit Risk Management – Liability for Mortgage Loan Repurchase Losses” section and Note 8 (Mortgage Banking Activities) to Financial Statements in this Report.
Insurance income was $269$93 million and $826$189 million in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $293$102 million and $1.0 billion$216 million in the same periods a year ago. ago. The decrease in the first nine monthshalf of 2017,2019, compared with the same period a year ago, was largely driven by the divestiturewind down of our croppersonal insurance business in first quarter 2016.activities.
Net gains from trading activities, which reflect unrealized changes in fair value of our trading positions and realized gains and losses, were $245$229 million and $921$586 million in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $415$191 million and $943$434 million in the same periods a year ago.The decreaseincrease in the thirdsecond quarter and first nine monthshalf of 2017,2019, compared with the same periods a year ago, was predominantly from the Corporate and Investment Banking business in our Wholesale operating segment driven by higher trading volumes on residential mortgage-backed securities (RMBS), partially offset by lower customer accommodationequity trading activity. The decrease in customer accommodation trading activityincrease in the first nine monthshalf of 20172019, compared with same period a year ago, was partially offsetalso driven by higher deferred compensation plan investment results (offset in employee benefits expense).credit and municipal bond trading activity. Net gains from trading activities do not include interest and dividend income and expense on trading securities. Those amounts are reported within interest income from trading assetsdebt and equity securities and other interest expense from trading liabilities.expense. For additional information about trading activities, see the “Risk Management – Asset/Liability Management – Market Risk – TradingRisk-Trading Activities” section and Note 4 (Trading Activities) to Financial Statements in this Report.
 
Net gains on debt and equity securities totaled $404$642 million and $1.2$1.6 billion in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $246$336 million and $1.4$1.1 billion infor the third quarter and first nine months of 2016,same periods a year ago, after other-than-temporary impairment (OTTI) write-downs of $91$38 million and $293$119 million for the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $136$245 million and $464$275 million for the same periods in 2016. a year ago. The increase in net gains on debt and equity securities in thirdthe second quarter 2017,and first half of 2019, compared with the same periods a year ago, was predominantly driven by higher unrealized gains on equity securities and higher deferred compensation gains (offset in employee benefits expense), partially offset by lower net realized gains from nonmarketable equity securities. Table 3a presents results for our deferred compensation plan and related investments. The increase in the first half of 2019, compared with the same period a year ago, primarilyalso reflected higher net gains from venture capital equity investments.on debt securities. The decrease in net gains on debt and equity securitiesOTTI in the second quarter and first nine monthshalf of 2017,2019, compared with the same periodperiods a year ago, was predominantly driven by lower net gains on debt securities, partially offset by higher net gains from equity investments.a $214 million impairment related to the sale of our ownership stake in The Rock Creek Group, LP (RockCreek) in second quarter 2018.
Lease income was $475$424 million and $1.4 billion$867 million in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $534$443 million and $1.4 billion$898 million for the same periods a year ago. The decreasedecreases in thirdthe second quarter 2017,and first half of 2019, compared with the same periods a year ago, were driven by lower equipment lease income. Lease income in second quarter 2019 also reflected lower gains on the sale of lease assets, compared with the same period a year ago, was driven by lower equipment lease income and the impact of gains on early leveraged lease terminations in third quarter 2016.ago.
All other income was $97$577 million and $347$992 million in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with $163$323 million and $1.2 billion$761 million for the same periods a year ago. All other income includes ineffectiveness recognized on derivatives that qualify for hedge accounting results related to hedges of foreign currency risk, the results of certain economic hedges, losses on low income housing tax credit investments, foreign currency adjustments, and income from investments accounted for under the equity method, any of which can cause decreases and net losses in other income. The decrease in other income in the third quarter and first nine months of 2017, compared with the same periods a year ago, was largely due to net hedge ineffectiveness results. All other income included $721 million and $1.3 billion of gains from the sales of purchased credit-impaired (PCI) Pick-a-Pay loans in the first nine months of 2017 also reflected the impact of a gain from the sale of our crop insurance business in first quarter 2016, and a gain from the sale of our health benefits services business in second quarter 2016, partially offset by a $309 million gain from the saleand first half of a Pick-a-Pay PCI loan portfolio in second quarter 2017 and higher income from equity method investments. Hedge ineffectiveness was driven by changes in ineffectiveness recognized on interest rate swaps used to hedge our exposure to interest rate risk on long-term debt and cross-currency swaps, cross-currency interest rate swaps and forward contracts used to hedge our exposure to foreign currency risk and interest rate risk involving non-U.S. dollar denominated long-term debt. The portion of the hedge ineffectiveness recognized was partially offset by the results of certain economic hedges and, accordingly, we recognized a net hedge benefit of $93 million for third quarter 2017 and a net hedge loss of $79 million for the first nine months of 2017,2019, respectively, compared with a net hedge benefit of $142$479 million and $577 million$1.1 billion for the same periods a year ago. For additional information about derivatives used as partThe increase in all other income in the first half of our asset/liability management, see Note 12 (Derivatives)2019, compared with the same period a year ago, also reflected a pre-tax gain from the sale of Business Payroll Services in first quarter 2019 and a loss related to the sale of certain assets and liabilities of Reliable Financial StatementsServices, Inc. (a subsidiary of Wells Fargo’s automobile financing business) in this Report.first quarter 2018, partially offset by a pretax gain from the sale of Wells Fargo Shareowner Services in first quarter 2018.

Earnings Performance (continued)








Noninterest Expense
Table 3:Noninterest Expense
Quarter ended Sep 30,  %
 Nine months ended Sep 30,  %
Quarter ended June 30,  %
 Six months ended June 30,  %
(in millions)2017
 2016
 Change
 2017
 2016
 Change
2019
 2018
 Change
 2019
 2018
 Change
Salaries$4,356
 4,224
 3 % $12,960
 12,359
 5 %$4,541
 4,465
 2 % $8,966
 8,828
 2 %
Commission and incentive compensation2,553
 2,520
 1
 7,777
 7,769
 
2,597
 2,642
 (2) 5,442
 5,410
 1
Employee benefits1,279
 1,223
 5
 4,273
 3,993
 7
1,336
 1,245
 7
 3,274
 2,843
 15
Equipment523
 491
 7
 1,629
 1,512
 8
607
 550
 10
 1,268
 1,167
 9
Net occupancy(1)716
 718
 
 2,134
 2,145
 (1)719
 722
 
 1,436
 1,435
 
Core deposit and other intangibles288
 299
 (4) 864
 891
 (3)27
 265
 (90) 55
 530
 (90)
FDIC and other deposit assessments314
 310
 1
 975
 815
 20
144
 297
 (52) 303
 621
 (51)
Outside professional services955
 802
 19
 2,788
 2,154
 29
821
 881
 (7) 1,499
 1,702
 (12)
Contract services624
 536
 16
 1,187
 983
 21
Operating losses1,329
 577
 130
 1,961
 1,365
 44
247
 619
 (60) 485
 2,087
 (77)
Operating leases347
 363
 (4) 1,026
 950
 8
Contract services351
 313
 12
 1,025
 878
 17
Leases (2)311
 311
 
 597
 631
 (5)
Advertising and promotion329
 227
 45
 566
 380
 49
Outside data processing227
 233
 (3) 683
 666
 3
175
 164
 7
 342
 326
 5
Travel and entertainment154
 144
 7
 504
 509
 (1)163
 157
 4
 310
 309
 
Postage, stationery and supplies128
 150
 (15) 407
 466
 (13)119
 121
 (2) 241
 263
 (8)
Advertising and promotion137
 117
 17
 414
 417
 (1)
Telecommunications90
 101
 (11) 272
 287
 (5)93
 88
 6
 184
 180
 2
Foreclosed assets66
 (17) NM
 204
 127
 61
35
 44
 (20) 72
 82
 (12)
Insurance24
 23
 4
 72
 156
 (54)25
 24
 4
 50
 50
 
All other514
 677
 (24) 1,716
 1,703
 1
536
 624
 (14) 1,088
 1,197
 (9)
Total$14,351
 13,268
 8
 $41,684
 39,162
 6
$13,449
 13,982
 (4) $27,365
 29,024
 (6)
(1)Represents expenses for both leased and owned properties.
(2)Represents expenses for assets we lease to customers.
NM - Not meaningful
Noninterest expense was $14.4$13.4 billion in thirdsecond quarter 2017, up 8%2019, down 4% from $13.3$14.0 billion a year ago, driven by higher operating losses, personnel expenses, outside professional and contract services, and foreclosed assets expense, partially offset by lower other expense. In$27.4 billion in the first nine monthshalf of 2017, noninterest expense was $41.7 billion, up2019, down 6% from the same period a year ago. The decrease in second quarter 2019, compared with the same period a year ago, was due to higher personnel expenses, outside professional and contract services,lower operating losses, FDICcore deposit and other intangibles expense, and foreclosed assets expense,FDIC and other deposit assessments, partially offset by higher personnel and advertising and promotion expenses. The decrease in the first half of 2019, compared with the same period a year ago, was predominantly due to lower insurance expense and postage, stationery and supplies expense.operating losses.
Personnel expenses, which include salaries, commissions, incentive compensation, and employee benefits, were up $221$122 million, or 3%1%, in thirdsecond quarter 20172019, compared with the
same quarter lastperiod a year ago, and up $889$601 million, or 4%, in the first nine monthshalf of 20172019, compared with the same period a year ago. The increase in both periodssecond quarter 2019, compared with the same period a year ago, was due to annual salary increases and higher benefits expense,deferred compensation costs (offset in net gains from equity securities), partially offset by one fewer payroll day.lower incentive compensation and lower staffing levels. The increase in the first nine monthshalf of 20172019, compared with the same period a year ago, was also driven bydue to higher deferred compensation costs (offset in trading revenue).net gains from equity securities), annual salary increases and the impact of staffing mix changes. Table 3a presents results for our deferred compensation plan and related investments.
FDICTable 3a:Deferred Compensation Plan and Related Investments
  Quarter ended  Six months ended 
(in millions)Jun 30,
2019

 Jun 30,
2018

 Jun 30,
2019

 Jun 30,
2018

Net interest income$18
 13
 $31
 23
Net gains (losses) from equity securities87
 37
 432
 31
Total revenue from deferred compensation plan investments105
 50
 463
 54
Employee benefits expense (1)114
 53
 471
 57
Income (loss) before income tax expense$(9) (3) $(8) (3)
(1)Represents change in deferred compensation plan liability.

Equipment expense was up $57 million, or 10%, in second quarter 2019, compared with the same period a year ago, and up $101 million, or 9%, in the first half of 2019, compared with the same period a year ago, in each case due to higher computer software licensing and maintenance and depreciation expense, partially offset by lower small furniture and equipment expense.
Core deposit and other intangibles expense was down $238 million, or 90%, in second quarter 2019, compared with the same period a year ago, and down $475 million, or 90%, in the first half of 2019, compared with the same period a year ago, in each case due to lower amortization expense reflecting the end of the 10-year amortization period on Wachovia intangibles.

Federal Deposit Insurance Corporation (FDIC) and other deposit assessments were up 1% and 20%down $153 million, or 52%, in the thirdsecond quarter and first nine months of 2017,2019, compared with the same periodsperiod a year ago, and down $318 million, or 51%, in the first half of 2019, compared with the same period a year ago. The increasedecrease in the first nine months of 2017both periods was due to an increase in deposit assessments as a resultthe completion of athe FDIC temporary surcharge, which became effective on July 1, 2016. The FDIC expects the surcharge to be in effect for approximately two years.ended September 30, 2018.
Outside professional and contract services expense was up 17% and 26%$28 million, or 2%, in the thirdsecond quarter and first nine months of 2017,2019, compared with the same periodsperiod a year ago. The increase in both periods reflected higher projectago, and technology spending on regulatory and compliance related initiatives, as well as higher legal expense related to sales practices matters.
Operating losses were up 130% and 44%$1 million in the third quarter and first nine monthshalf of 2017,2019, compared with the same periodsperiod a year ago, reflecting an increase in 2016, predominantly due to higher litigation accruals for variousproject spending, partially offset by lower legal matters, including a non tax-deductible $1 billion discrete litigation accrualexpenses in thirdboth periods.
Operating losses were down $372 million, or 60%, in second quarter 2017 for previously disclosed mortgage-related regulatory investigations.
Foreclosed assets expense was up $83 million and $77 million in the third quarter and first nine months of 2017,2019, compared with the same periodsperiod a year ago, predominantly due to lower gains on sale of foreclosed properties.
Insurance expense was up 4% in third quarter 2017 and down 54%$1.6 billion, or 77%, in the first nine monthshalf of 2017,2019, compared with the same periodsperiod a year ago. The decrease in the first nine months of 2017 was predominantly driven by the sale of our crop insurance business in firstsecond quarter 2016.
Postage, stationary, and supplies expense was down 15% and 13% in the third quarter and first nine months of 2017,2019, compared with the same periodsperiod a year ago, due toreflected lower mail services and supplies expense.
All other noninterestremediation expense, was down 24% in third quarter 2017 and up 1%while the decrease in the first nine monthshalf of 2017,2019, compared with the same periodsperiod a year ago, was driven by lower litigation accruals. First quarter 2018 included an $800 million discrete litigation accrual in connection with entering into the consent orders with the CFPB and OCC on April 20, 2018.
Advertising and promotion expense was up $102 million, or 45%, in second quarter 2019, compared with the same period a year ago, and up $186 million, or 49%, in the first half of 2019, compared with the same period a year ago, in each case due to increases in marketing and brand campaign volumes.
All other expense was down $88 million, or 14%, in second quarter 2019, compared with the same period a year ago, and down $109 million, or 9%, in the first half of 2019, compared with the same period a year ago. The decrease in second quarter 2019, compared with the third quarter was primarily driven bysame period a year ago, reflected lower donations expense. All other noninterest expenseThe decrease in third quarter 2016the first half of 2019, compared with the same period a year ago, included a $107 million contribution to the Wells Fargo Foundation.state sales tax refund and lower donations expense.
Our efficiency ratio was 65.5%62.3% in thirdsecond quarter 2017,2019, compared with 59.4%64.9% in thirdsecond quarter 2016. The third quarter 2017 efficiency ratio included a 456 basis point impact from the $1 billion discrete litigation accrual.2018.


Income Tax Expense
Our effective income tax rate was 32.4%17.3% and 31.5% 15.3%for thirdthe second quarter 2017 and 2016, respectively. Our effective income tax rate was 29.0%first half of 2019, respectively, compared with 25.9% and 23.6% for the same periods in the first nine months of 2017, down from 31.9% in

the first nine months of 2016.2018. The increase in the effective income tax rate for third quarter 2017 was primarily from the non-deductible treatment of the $1.0 billion discrete litigation accrual, partially offset by net discrete tax benefits arising from favorable resolutions of prior period matters with state taxing authorities. The effective income tax rate for the first nine monthshalf of 2017 also included2019 reflected net discrete income tax benefits associated with stock compensation activity subjectrelated to ASU 2016-09 accounting guidance adoptedthe results of U.S. federal and state income tax examinations. The rate in second quarter 2018 reflected a net discrete income tax expense of $481 million mostly related to state income taxes driven by the U.S. Supreme Court decision in South Dakota v. Wayfair. The rate for the first half of 2018 reflected the non-tax deductible treatment of an $800 million discrete litigation accrual recorded as noninterest expense in first quarter 2017,2018 in connection with the consent orders entered into with the CFPB and tax benefits associated with our agreement to sell Wells Fargo Insurance Services USA (and related businesses) in second quarter 2017. See Note 1 (Summary of Significant Accounting Policies) to Financial Statements in this Report for additional information about ASU 2016-09.

OCC on April 20, 2018.
Operating Segment Results
We are organized for management reporting purposes into three operating segments: Community Banking; Wholesale Banking; and Wealth and Investment Management (WIM). These
segments are defined by product type and customer segment and their results are based on our management accounting process, for which there is no comprehensive, authoritative financial accounting guidance equivalent to generally accepted accounting principles (GAAP). Commencing in second quarter 2016, operating segment results reflect a shift in expenses between the personnel and other expense categories as a result of the movement of support staff from the Wholesale Banking and WIM segments into a consolidated organization within the Community Banking segment. Since then, personnel expenses associated with the transferred support staff have been allocated from Community Banking back to the Wholesale Banking and WIM segments through other expense. Table 4 and the following discussion present our results by operating segment. For additional description of our operating segments, including additional financial information and the underlying management accounting process, see Note 1822 (Operating Segments) to Financial Statements in this Report.
Table 4:Operating Segment Results – Highlights
(income/expense in millions, Community Banking  Wholesale Banking  Wealth and Investment Management  Other (1)  
Consolidated
Company
  Community Banking  Wholesale Banking  Wealth and Investment Management  Other (1)  
Consolidated
Company
 
average balances in billions) 2017
 2016
 2017
 2016
 2017
 2016
 2017
 2016
 2017
 2016
 2019
 2018
 2019
 2018
 2019
 2018
 2019
 2018
 2019
 2018
Quarter ended Sep 30,                    
Quarter ended June 30,                    
Revenue $12,060
 12,387
 7,085
 7,147
 4,246
 4,099
 (1,465) (1,305) 21,926
 22,328
 $11,805
 11,806
 7,065
 7,197
 4,050
 3,951
 (1,336) (1,401) 21,584
 21,553
Provision (reversal of provision) for credit losses 650
 651
 69
 157
 (1) 4
 (1) (7) 717
 805
 479
 484
 28
 (36) (1) (2) (3) 6
 503
 452
Noninterest expense 7,834
 6,953
 4,248
 4,120
 3,106
 2,999
 (837) (804) 14,351
 13,268
 7,212
 7,290
 3,882
 4,219
 3,246
 3,361
 (891) (888) 13,449
 13,982
Net income (loss) 2,229
 3,227
 2,046
 2,047
 710
 677
 (389) (307) 4,596
 5,644
 3,147
 2,496
 2,789
 2,635
 602
 445
 (332) (390) 6,206
 5,186
Average loans $473.5
 489.2
 463.8
 454.3
 72.4
 68.4
 (57.4) (54.4) 952.3
 957.5
 $457.7
 463.8
 474.0
 464.7
 75.0
 74.7
 (59.2) (59.1) 947.5
 944.1
Average deposits 734.5
 708.0
 463.4
 441.2
 188.1
 189.2
 (79.6) (76.9) 1,306.4
 1,261.5
 777.6
 760.6
 410.4
 414.0
 143.5
 167.1
 (62.5) (70.4) 1,269.0
 1,271.3
Nine months ended Sep 30,                    
Six months ended June 30,                    
Revenue $36,442
 37,205
 21,074
 21,389
 12,621
 11,872
 (4,040) (3,781) 66,097
 66,685
 $23,555
 23,636
 14,176
 14,476
 8,129
 8,193
 (2,667) (2,818) 43,193
 43,487
Provision (reversal of provision) for credit losses 1,919
 2,060
 (39) 905
 2
 (8) (5) 8
 1,877
 2,965
 1,189
 702
 162
 (56) 3
 (8) (6) 5
 1,348
 643
Noninterest expense 22,278
 20,437
 12,551
 12,124
 9,387
 9,017
 (2,532) (2,416) 41,684
 39,162
 14,901
 15,992
 7,720
 8,197
 6,549
 6,651
 (1,805) (1,816) 27,365
 29,024
Net income (loss) 8,231
 9,702
 6,549
 6,041
 2,015
 1,773
 (932) (852) 15,863
 16,664
 5,970
 4,409
 5,559
 5,510
 1,179
 1,159
 (642) (756) 12,066
 10,322
Average loans $477.8
 486.4
 465.0
 445.2
 71.6
 66.4
 (56.8) (52.8) 957.6
 945.2
 $457.9
 467.1
 475.2
 464.9
 74.7
 74.3
 (59.1) (58.8) 948.7
 947.5
Average deposits 726.4
 698.3
 464.1
 431.7
 190.6
 185.4
 (78.8) (76.1) 1,302.3
 1,239.3
 771.6
 754.1
 410.1
 429.9
 148.3
 172.5
 (64.5) (72.3) 1,265.5
 1,284.2
(1)Includes the elimination of certain items that are included in more than one business segment, most of which substantially represents products and services for WIM customers served through Community Banking distribution channels.
Earnings Performance (continued)








Community Banking offers a complete line of diversified financial products and services for consumers and small businesses including checking and savings accounts, credit and debit cards, and automobile, student, mortgage, home equity and small business lending, as well as referrals to Wholesale Banking and WIM business partners. The Community Banking segment
also includes the results of our Corporate Treasury activities net of allocations (including funds transfer pricing, capital, liquidity
and certain corporate expenses) in support of the other operating segments and results of investments in our affiliated venture capital and private equity partnerships. We have substantially completed the wind down of our personal insurance business, and we expect to fully exit this business by the end of 2019.
Table 4a provides additional financial information for Community Banking.
Table 4a:Community Banking
Quarter ended Sep 30,    Nine months ended Sep 30,   Quarter ended June 30,    Six months ended June 30,   
(in millions, except average balances which are in billions)2017
 2016
 % Change 2017
 2016
 % Change
2019
 2018
 % Change 2019
 2018
 % Change
Net interest income$7,645
 7,430
 3 % $22,820
 22,277
 2 %$7,066
 7,346
 (4)% $14,314
 14,541
 (2)%
Noninterest income:                      
Service charges on deposit accounts738
 821
 (10) 2,203
 2,347
 (6)704
 632
 11
 1,314
 1,271
 3
Trust and investment fees:          
          
Brokerage advisory, commissions and other fees (1)460
 479
 (4) 1,356
 1,384
 (2)480
 465
 3
 929
 943
 (1)
Trust and investment management (1)225
 222
 1
 659
 631
 4
199
 220
 (10) 409
 453
 (10)
Investment banking (2)(13) (23) 43
 (60) (92) 35
(18) 
 NM
 (38) (10) NM
Total trust and investment fees672
 678
 (1) 1,955
 1,923
 2
661
 685
 (4) 1,300
 1,386
 (6)
Card fees910
 911
 
 2,703
 2,670
 1
929
 904
 3
 1,787
 1,725
 4
Other fees362
 362
 
 1,152
 1,100
 5
335
 348
 (4) 667
 675
 (1)
Mortgage banking936
 1,481
 (37) 3,081
 4,314
 (29)655
 695
 (6) 1,296
 1,537
 (16)
Insurance36
 2
 NM
 64
 4
 NM
11
 16
 (31) 22
 44
 (50)
Net gains (losses) from trading activities18
 33
 (45) 87
 (54) 261
Net gains on debt securities169
 131
 29
 455
 744
 (39)
Net gains from equity investments (3)195
 109
 79
 731
 448
 63
Net (losses) gains from trading activities(11) 24
 NM
 (6) 23
 NM
Net gains (losses) on debt securities15
 (2) 850
 52
 (2) NM
Net gains from equity securities (3)471
 409
 15
 1,072
 1,093
 (2)
Other income of the segment379
 429
 (12) 1,191
 1,432
 (17)969
 749
 29
 1,737
 1,343
 29
Total noninterest income4,415
 4,957
 (11) 13,622
 14,928
 (9)4,739
 4,460
 6
 9,241
 9,095
 2
          
          
Total revenue12,060
 12,387
 (3) 36,442
 37,205
 (2)11,805
 11,806
 
 23,555
 23,636
 
          
          
Provision for credit losses650
 651
 
 1,919
 2,060
 (7)479
 484
 (1) 1,189
 702
 69
Noninterest expense:          
          
Personnel expense5,027
 4,606
 9
 15,193
 13,886
 9
5,436
 5,400
 1
 11,417
 10,911
 5
Equipment511
 462
 11
 1,569
 1,421
 10
584
 525
 11
 1,225
 1,121
 9
Net occupancy532
 520
 2
 1,573
 1,551
 1
542
 542
 
 1,084
 1,076
 1
Core deposit and other intangibles112
 123
 (9) 335
 380
 (12)
 102
 (100) 1
 203
 (100)
FDIC and other deposit assessments171
 159
 8
 547
 453
 21
94
 155
 (39) 200
 336
 (40)
Outside professional services464
 300
 55
 1,355
 749
 81
387
 430
 (10) 703
 827
 (15)
Operating losses1,294
 525
 146
 1,853
 1,224
 51
197
 287
 (31) 416
 1,727
 (76)
Other expense of the segment(277) 258
 NM
 (147) 773
 NM
(28) (151) 81
 (145) (209) 31
Total noninterest expense7,834
 6,953
 13
 22,278
 20,437
 9
7,212
 7,290
 (1) 14,901
 15,992
 (7)
Income before income tax expense and noncontrolling interests3,576
 4,783
 (25) 12,245
 14,708
 (17)4,114
 4,032
 2
 7,465
 6,942
 8
Income tax expense1,286
 1,546
 (17) 3,817
 4,910
 (22)838
 1,413
 (41) 1,262
 2,222
 (43)
Net income from noncontrolling interests (4)61
 10
 510
 197
 96
 105
129
 123
 5
 233
 311
 (25)
Net income$2,229
 3,227
 (31) $8,231
 9,702
 (15)$3,147
 2,496
 26
 $5,970
 4,409
 35
Average loans$473.5
 489.2
 (3) $477.8
 486.4
 (2)$457.7
 463.8
 (1) $457.9
 467.1
 (2)
Average deposits734.5
 708.0
 4
 726.4
 698.3
 4
777.6
 760.6
 2
 771.6
 754.1
 2
NM - Not meaningful
(1)Represents income on products and services for WIM customers served through Community Banking distribution channels which is offset in our WIM segment and is eliminated in consolidation.
(2)Includes syndication and underwriting fees paid to Wells Fargo Securities which are offset in our Wholesale Banking segment.segment and eliminated in consolidation.
(3)PredominantlyMostly represents gains resulting from venture capital investments.
(4)Reflects results attributable to noncontrolling interests predominantly associated with the Company’s consolidated venture capital investments.
Community Banking reported net income of $2.2$3.1 billion, down $998up $651 million, or 31%26%, from thirdsecond quarter 2016,2018, and $8.2$6.0 billion for the first nine monthshalf of 2017, down $1.52019, up $1.6 billion, or 15%35%, compared with the same period a year ago. Third quarter 2017 results included a $1 billion discrete litigation accrual (not tax deductible) for previously disclosed mortgage-related regulatory investigations. Revenue of $12.1$11.8 billion decreased $327 million, or 3%, from thirdwas flat compared with second quarter 2016,2018 and was $36.4$23.6 billion for the first nine monthshalf of 2017,2019, a decrease of $763$81 million or 2%, compared with the same period last year.a year ago. Revenue in second quarter 2019 was flat, compared with the same period a year ago, as lower net interest income, mortgage banking income, and net gains from trading activities were offset by higher gains from the sales of Pick-a-Pay PCI mortgage loans, service charges on deposit accounts, and net gains from equity securities. The decrease from third quarter 2016in revenue in the first half of 2019, compared with the same period a year ago, was predominantly due to lower mortgage banking revenueincome, net interest income, and deposit service charges,trust and investment fees, partially offset by higher net interest income, and gains on equity investments. The decrease from the first nine months of 2016 was predominantly due to lower mortgage banking revenue, gains on sales of Pick-a-Pay PCI mortgage loans, card fees, and net gains from debt securities, and other income driven by net hedge ineffectiveness accounting related to our long-term debt hedging results, partially offset by higher net interest income and gains onsecurities. Average loans of $457.7 billion in second
 
equity investments. Average loans of $473.5 billion in third quarter 20172019 decreased $15.7$6.1 billion, or 3%1%, from thirdsecond quarter 2016,2018, and average loans of $477.8$457.9 billion in the first nine monthshalf of 20172019 decreased $8.6$9.2 billion, or 2%, from the first nine monthshalf of 2016.2018. The decline in average loans for both periods was predominantly due to lower loan origination in the consumer lending portfolio.junior lien mortgages and automobile loans, partially offset by higher real estate 1-4 family first mortgages and credit cards. Average deposits of $734.5$777.6 billion in second quarter 2019 increased $26.5$17.0 billion, or 4%2%, from thirdsecond quarter 20162018, and average depositsincreased $17.5 billion, or 2%, from the first half of $726.42018.
Noninterest expense was $7.2 billion in second quarter 2019, down $78 million, or 1%, from second quarter 2018, and $14.9 billion in the first nine monthshalf of 2017 increased $28.12019, down $1.1 billion, or 4%7%, from the first nine monthshalf of 2016. Primary consumer checking customers (customers who actively use their checking account with transactions such as debit card purchases, online bill payments, and direct deposit) as of August 2017 were down 0.2% from August 2016. Noninterest2018. The decrease in noninterest expense increased 13% from third quarter 2016 and 9% from the first nine months of 2016. The increase from third quarter 2016 was driven by higher operating losses (including the $1 billion discrete litigation accrual in third quarter 2017) and higher personnel expenses mainly due to the

impact of annual salary increases and higher professional services driven by increased project spending, partially offset by higher expenses allocated to the Wholesale Banking and Wealth and Investment Management operating segments related to increased project and technology spending on regulatory and compliance related initiatives. The increase from the first nine months of 2016for both periods was predominantly due to higher personnel expenses, including deferred compensation plan expense (offset in trading revenue), and higherlower operating losses, core deposit and other intangibles amortization, FDIC expense, and outside professional services, partially offset by lower otherhigher personnel, equipment, contract services, and advertising

and promotion expense. The provision for credit losses was flat compared with thirddown $5 million from second quarter 20162018 and decreased $141up $487 million from the first nine monthshalf of 2016 predominantly due to an improvement2018. The increase in the consumer lending
portfolio, primarily consumer real estate,provision for credit losses in the first half of 2019, compared with the same periodsperiod a year ago.ago, was due to an allowance release in the first half of 2018, partially offset by lower net charge-offs in the automobile portfolio in the first half of 2019. Income tax expense decreased $575 million from second quarter 2018, driven by a net discrete income tax expense of $481 million in second quarter 2018 mostly related to state income taxes. Income tax expense decreased $960 million in the first half of 2019, compared with the same period a year ago, driven by net discrete income tax benefits in the first half of 2019 related mostly to the results of

U.S. federal and state income tax examinations as well as the aforementioned net discrete income tax expense in the first half of 2018.

Wholesale Banking provides financial solutions to businesses across the United States and globally with annual sales generally in excess of $5 million. Products and businesses include BusinessCommercial Banking, Commercial Real Estate, Corporate and Investment Banking, Financial Institutions Group, Government and Institutional Banking, Insurance, Middle Market Banking, Principal Investments,Credit Investment Portfolio, Treasury Management, Wells Fargoand Commercial Capital, and Wells Fargo Securities.Capital. Table 4b provides additional financial information for Wholesale Banking.
Table 4b:Wholesale Banking
Quarter ended Sep 30,    Nine months ended Sep 30,   Quarter ended June 30,    Six months ended June 30,   
(in millions, except average balances which are in billions)2017
 2016
 % Change 2017
 2016
 % Change
2019
 2018
 % Change 2019
 2018
 % Change
Net interest income$4,353
 4,062
 7 % $12,779
 11,729
 9 %$4,535
 4,693
 (3)% $9,069
 9,225
 (2)%
Noninterest income:                      
Service charges on deposit accounts539
 549
 (2) 1,662
 1,667
 
502
 530
 (5) 985
 1,064
 (7)
Trust and investment fees:          
          
Brokerage advisory, commissions and other fees65
 91
 (29) 231
 276
 (16)74
 78
 (5) 152
 145
 5
Trust and investment management130
 117
 11
 390
 351
 11
117
 110
 6
 231
 223
 4
Investment banking478
 444
 8
 1,407
 1,265
 11
475
 485
 (2) 887
 925
 (4)
Total trust and investment fees673
 652
 3
 2,028
 1,892
 7
666
 673
 (1) 1,270
 1,293
 (2)
Card fees90
 85
 6
 260
 263
 (1)95
 96
 (1) 181
 183
 (1)
Other fees513
 562
 (9) 1,487
 1,660
 (10)464
 496
 (6) 901
 968
 (7)
Mortgage banking110
 186
 (41) 343
 367
 (7)104
 75
 39
 172
 168
 2
Insurance224
 291
 (23) 736
 1,002
 (27)75
 78
 (4) 153
 157
 (3)
Net gains from trading activities156
 302
 (48) 614
 853
 (28)226
 154
 47
 559
 379
 47
Net gains (losses) on debt securities(5) (25) 80
 (135) 52
 NM
Net gains from equity investments40
 26
 54
 92
 118
 (22)
Net gains on debt securities5
 42
 (88) 93
 43
 116
Net gains from equity securities116
 89
 30
 193
 182
 6
Other income of the segment392
 457
 (14) 1,208
 1,786
 (32)277
 271
 2
 600
 814
 (26)
Total noninterest income2,732
 3,085
 (11) 8,295
 9,660
 (14)2,530
 2,504
 1
 5,107
 5,251
 (3)
          
          
Total revenue7,085
 7,147
 (1) 21,074
 21,389
 (1)7,065
 7,197
 (2) 14,176
 14,476
 (2)
          
          
Provision (reversal of provision) for credit losses69
 157
 (56) (39) 905
 NM
28
 (36) 178
 162
 (56) 389
Noninterest expense:          
          
Personnel expense1,607
 1,806
 (11) 5,048
 5,563
 (9)1,384
 1,386
 
 2,894
 2,922
 (1)
Equipment12
 18
 (33) 42
 55
 (24)10
 14
 (29) 19
 26
 (27)
Net occupancy106
 116
 (9) 326
 350
 (7)96
 100
 (4) 191
 200
 (5)
Core deposit and other intangibles102
 101
 1
 310
 286
 8
23
 94
 (76) 47
 189
 (75)
FDIC and other deposit assessments120
 125
 (4) 358
 299
 20
44
 122
 (64) 89
 244
 (64)
Outside professional services301
 269
 12
 842
 759
 11
231
 255
 (9) 415
 488
 (15)
Operating losses22
 55
 (60) 34
 130
 (74)10
 208
 (95) 11
 216
 (95)
Other expense of the segment1,978
 1,630
 21
 5,591
 4,682
 19
2,084
 2,040
 2
 4,054
 3,912
 4
Total noninterest expense4,248
 4,120
 3
 12,551
 12,124
 4
3,882
 4,219
 (8) 7,720
 8,197
 (6)
Income before income tax expense and noncontrolling interests2,768
 2,870
 (4) 8,562
 8,360
 2
3,155
 3,014
 5
 6,294
 6,335
 (1)
Income tax expense729
 827
 (12) 2,034
 2,341
 (13)365
 379
 (4) 734
 827
 (11)
Net loss from noncontrolling interests(7) (4) (75) (21) (22) 5
1
 
 NM
 1
 (2) 150
Net income$2,046
 2,047
 
 $6,549
 6,041
 8
$2,789
 2,635
 6
 $5,559
 5,510
 1
Average loans$463.8
 454.3
 2
 $465.0
 445.2
 4
$474.0
 464.7
 2
 $475.2
 464.9
 2
Average deposits463.4
 441.2
 5
 464.1
 431.7
 8
410.4
 414.0
 (1) 410.1
 429.9
 (5)
NM – Not meaningful
Wholesale Banking reported net income of $2.0$2.8 billion in thirdsecond quarter 2017, down $12019, up $154 million, or 6%, from thirdsecond quarter 2016.2018. In the first nine monthshalf of 2017,2019, net income of $6.5$5.6 billion increased $508$49.0 million, or 8%1%, from the same period a year ago. NetRevenue decreased $132 million, or 2%, from second quarter 2018, largely due to lower net interest income results forand treasury management fees, partially offset by higher market sensitive revenue and mortgage banking fees. Revenue decreased $300 million, or 2%, from the first nine monthshalf of 2017 included a tax benefit resulting from our agreement2018, predominantly due to sellthe gain related to the sale of Wells Fargo InsuranceShareowner Services USAin first quarter 2018 and related businesses. Revenuelower net interest income, partially offset by higher market sensitive revenue. Net interest income decreased $62$158 million, or 3%, from second quarter 2018, and $156 million, or 2%, from the first half of 2018, as lower
income on trading and debt investments and lower income on loans due to spread compression was partially offset by higher average loan balances and the positive impact of higher interest rates. Noninterest income increased $26 million, or 1%, from thirdsecond quarter 2016 and $3152018, as higher market sensitive revenue was partially offset by lower treasury management fees related to an increased earnings credit rate provided to customers. Noninterest income decreased $144 million, or 1%3%, from the first nine monthshalf of 2016 as an increase in net interest income was more than offset by lower noninterest income. Net interest income increased $291 million, or 7%, from third quarter 2016 and $1.1 billion, or 9%, from the first nine months of 2016 driven by strong loan growth, which
included the benefit from the GE Capital business acquisitions in 2016, and rising interest rates. Noninterest income decreased $353 million, or 11%, from third quarter 2016 due2018 predominantly to lower customer accommodation trading, mortgage banking fees, and insurance income. Noninterest income decreased $1.4 billion, or 14%, from the first nine months of 2016 largely due to the first quarter 2016 sale of our crop insurance business, which resulted in lower insurance and gain on sale income, and the second quarter 2016 gain onrelated to the sale of our health benefits services business, as well asWells Fargo Shareowner Services in first quarter 2018, lower gains on debt securitiestreasury management fees, loan fees, and customer accommodation trading. The decrease in noninterest income from the first nine months of 2016 wasinvestment banking fees, partially offset by higher investment banking fees as well as higher lease income
Earnings Performance (continued)




related to the GE Capital business acquisitions.market sensitive revenue. Average loans of $463.8$474.0 billion in thirdsecond quarter 20172019 increased $9.5$9.3 billion, or 2%, from thirdsecond quarter 2016,2018, and average loans of $465.0
Earnings Performance (continued)




$475.2 billion in the first nine monthshalf of 20172019 increased $19.8$10.3 billion, or 4%2%, from the first nine monthshalf of 2016. Average loan growth was driven by2018, as growth in asset backed finance, capital finance, governmentcommercial and institutional banking, middle market banking, and structuredindustrial loans was partially offset by lower commercial real estate as well as the GE Capital business acquisitions in 2016.loans. Average deposits of $463.4$410.4 billion increased $22.2in second quarter 2019 decreased $3.6 billion, or 1%, from second quarter 2018, and average deposits of $410.1 billion in the first half of 2019 decreased $19.8 billion, or 5%, from third quarter 2016 and $32.4 billion,the first half of 2018. The decline in average deposits for both periods was driven by declines across many businesses as commercial customers allocated more cash to alternative higher-rate liquid investments. The decline from the first half of 2018 was also affected by actions taken in 2018 in response to the asset cap included in the FRB consent order on February 2, 2018. Noninterest expense decreased $337 million, or 8%, from the first nine months of 2016 reflecting growth in corporate banking, commercial real estate, corporate trust, financial institutionssecond quarter 2018, and structured real estate. Noninterest expense increased $128decreased $477 million, or 3%, from third quarter 2016 and $427 million, or 4%6%, from the first nine monthshalf of 2016, due to2018 as lower operating losses, FDIC expense, and core deposit and other intangibles amortization, were partially offset by higher expenses allocated from Community Banking related to increased projectregulatory, risk, and technology spending on regulatory and compliance related initiatives, and higher expense related to growth initiatives.expenses. The provision for credit losses decreased $88increased $64 million from third
second quarter 20162018, and $944$218 million from the first nine monthshalf of 2016 driven by improvement in the oil2018, reflecting higher charge-offs and gas portfolio.lower recoveries.

Wealth and Investment Management provides a full range of personalized wealth management, investment and retirement products and services to clients across U.S. based businesses including Wells Fargo Advisors, The Private Bank, Abbot Downing, Wells Fargo Institutional Retirement and Trust, and Wells Fargo Asset Management. We deliver financial planning, private banking, credit, investment management and fiduciary services to high-net worth and ultra-high-net worth individuals and families. We also serve clients’ brokerage needs, supply retirement and trust services to institutional clients and provide investment management capabilities delivered to global institutional clients through separate accounts and the Wells Fargo Funds. The previously announced sale of our IRT business closed on July 1, 2019. For additional information on the IRT sale, including its anticipated impact on our AUA and associated revenue and expenses, see the “Noninterest Income” section in this Report. Table 4c provides additional financial information for WIM.
Table 4c:Wealth and Investment Management
Quarter ended Sep 30,    Nine months ended Sep 30,   Quarter ended June 30,    Six months ended June 30,   
(in millions, except average balances which are in billions)2017
 2016
 % Change 2017
 2016
 % Change
2019
 2018
 % Change 2019
 2018
 % Change
Net interest income$1,159
 977
 19 % $3,360
 2,852
 18 %$1,037
 1,111
 (7)% $2,138
 2,223
 (4)%
Noninterest income:                      
Service charges on deposit accounts2
 5
 (60) 12
 15
 (20)4
 5
 (20) 8
 9
 (11)
Trust and investment fees:                      
Brokerage advisory, commissions and other fees2,241
 2,256
 (1) 6,741
 6,618
 2
2,248
 2,284
 (2) 4,372
 4,628
 (6)
Trust and investment management718
 738
 (3) 2,138
 2,168
 (1)687
 731
 (6) 1,363
 1,474
 (8)
Investment banking (1)(1) 
 NM
 (3) (1) NM
(1) 1
 NM
 4
 1
 300
Total trust and investment fees2,958
 2,994
 (1) 8,876
 8,785
 1
2,934
 3,016
 (3) 5,739
 6,103
 (6)
Card fees1
 2
 (50) 4
 5
 (20)2
 2
 
 3
 3
 
Other fees5
 4
 25
 14
 13
 8
4
 5
 (20) 8
 9
 (11)
Mortgage banking(2) (2) 
 (7) (6) (17)(3) (2) (50) (6) (5) (20)
Insurance21
 
 NM
 63
 
 NM
17
 18
 (6) 34
 36
 (6)
Net gains from trading activities71
 80
 (11) 220
 144
 53
13
 13
 
 32
 32
 
Net gains on debt securities2
 
 NM
 2
 1
 NM

 1
 (100) 
 1
 (100)
Net gains from equity investments3
 5
 (40) 6
 7
 (14)
Net gains (losses) from equity securities35
 (203) 117
 171
 (197) 187
Other income of the segment26
 34
 (24) 71
 56
 27
7
 (15) 147
 2
 (21) 110
Total noninterest income3,087
 3,122
 (1) 9,261
 9,020
 3
3,013
 2,840
 6
 5,991
 5,970
 
                      
Total revenue4,246
 4,099
 4
 12,621
 11,872
 6
4,050
 3,951
 3
 8,129
 8,193
 (1)
                      
Provision (reversal of provision) for credit losses(1) 4
 NM
 2
 (8) 125
(1) (2) 50
 3
 (8) 138
Noninterest expense:                      
Personnel expense1,983
 1,966
 1
 6,068
 5,902
 3
2,112
 2,037
 4
 4,309
 4,202
 3
Equipment
 12
 (100) 20
 40
 (50)14
 11
 27
 25
 21
 19
Net occupancy108
 111
 (3) 323
 332
 (3)112
 110
 2
 224
 219
 2
Core deposit and other intangibles74
 75
 (1) 219
 225
 (3)4
 69
 (94) 7
 138
 (95)
FDIC and other deposit assessments39
 44
 (11) 118
 106
 11
12
 34
 (65) 26
 70
 (63)
Outside professional services198
 241
 (18) 613
 668
 (8)210
 202
 4
 394
 400
 (2)
Operating losses16
 (1) NM
 81
 17
 376
43
 127
 (66) 64
 149
 (57)
Other expense of the segment688
 551
 25
 1,945
 1,727
 13
739
 771
 (4) 1,500
 1,452
 3
Total noninterest expense3,106
 2,999
 4
 9,387
 9,017
 4
3,246
 3,361
 (3) 6,549
 6,651
 (2)
Income before income tax expense and noncontrolling interests1,141
 1,096
 4
 3,232
 2,863
 13
805
 592
 36
 1,577
 1,550
 2
Income tax expense427
 415
 3
 1,206
 1,087
 11
201
 147
 37
 393
 386
 2
Net income from noncontrolling interests4
 4
 
 11
 3
 267
2
 
 NM
 5
 5
 
Net income$710
 677
 5
 $2,015
 1,773
 14
$602
 445
 35
 $1,179
 1,159
 2
Average loans$72.4
 68.4
 6
 $71.6
 66.4
 8
$75.0
 74.7
 
 $74.7
 74.3
 1
Average deposits188.1
 189.2
 (1) 190.6
 185.4
 3
143.5
 167.1
 (14) 148.3
 172.5
 (14)
NM – Not meaningful
(1)Includes syndication and underwriting fees paid to Wells Fargo Securities which are offset in our Wholesale Banking segment.
WIM reported net income of $710$602 million in thirdsecond quarter 2017,2019, up $33$157 million, or 35%, from thirdsecond quarter 2016.2018. Net income for the first nine monthshalf of 20172019 was $2.0$1.2 billion, up $242$20 million, or 14%2%, compared withfrom the same period a year ago. Revenue was up $147$99 million, or 4%3%, from thirdsecond quarter 2016, due to an increase in net interest income,2018, and up $749down $64 million, or 6%1%, from the first nine monthshalf of 2016, resulting from increases2018.Revenue in both net interestsecond
 
income and noninterest income. Net interest income increased 19%quarter 2019 was up from thirdsecond quarter 2016 and 18% from the first nine months of 2016,2018 largely due to the 2018 impairment on the sale of our ownership stake in RockCreek and higher interest rates and growth in investment securities and loan balances. Noninterest income decreased 1% from third quarter 2016 substantially driven by lower brokerage transaction revenue, and increased 3% from the first nine months of 2016 substantially driven by higher asset-based fees and

deferred compensation plan investments (offset in employee benefits expense), partially offset by lower trust and investment fees and lower net interest income. Revenue in the first half of 2019 was down from the first half of 2018

predominantly due to lower trust and investment fees and lower net interest income, partially offset by the 2018 impairment on the sale of our ownership stake in RockCreek and higher deferred compensation plan investments (offset in employee benefits expense). Net interest income decreased 7% from second quarter 2018, and 4% from the first half of 2018, primarily driven by lower deposit balances in both periods. Noninterest income increased $173 million from second quarter 2018, and $21 million from the first half of 2018, in both periods primarily due to the 2018 impairment on the sale of our ownership stake in RockCreek and higher deferred compensation plan investments (offset in employee benefits expense), partially offset by lower asset-based fees and lower brokerage transaction revenue. Asset-based fees were up predominantlydecreased due to higherlower brokerage advisory account client assets driven by higherlower market valuations and positive net flows.at the end of 2018. Average loans of $72.4$75.0 billion in thirdsecond quarter 2017 increased 6% from third quarter 2016. Average2019 were flat compared with the same period a year ago, while average loans of $74.7 billion in the first nine monthshalf of 20172019 increased 8%1% from the same period a year ago. Average loan growth wasago, driven by growth in non-conformingnonconforming mortgage loans. Average deposits of $143.5 billion in thirdsecond quarter 20172019 decreased $23.6 billion, or 14%, from second quarter 2018, and average deposits of $188.1$148.3 billion decreased 1% from third quarter 2016. Average deposits in the first nine monthshalf of 2017 increased 3%2019 decreased $24.2 billion, or 14%, from the same period a year ago.first half of 2018, as customers continued to allocate more cash into higher yielding liquid alternatives. Noninterest expense was up 4%down 3% from both the thirdsecond quarter 2018, and first nine months of 2016, due to higher expenses allocated from Community Banking related to increased project and technology spending on regulatory and compliance related initiatives, and higher broker commissions mainly due to higher brokerage revenue. The increase in noninterest expensedown 2% from the first nine monthshalf of 2016 was also affected2018, in both periods driven by lower core deposit and other intangibles amortization expense, lower operating losses, and lower broker commissions, partially offset by higher employee benefits expense primarily from higher deferred compensation
plan expense (offset in trading revenue)net gains from equity securities). TotalSecond quarter 2018 operating losses included $114 million of non-litigation expense related to fee calculations within certain fiduciary and custody accounts in our wealth management business. The provision for credit losses decreased $5increased $1 million from thirdsecond quarter 2016 driven by lower net charge-offs,2018 and increased $10$11 million from the first nine monthshalf of 2016 driven by higher
net charge-offs.2018.
The following discussions provide additional information for client assets we oversee in our retail brokerage advisory and trust and investment management business lines.


Retail Brokerage Client Assets Brokerage advisory, commissions and other fees are received for providing full-service and discount brokerage services predominantly to retail brokerage clients. Offering advisory account relationships to our brokerage clients is an important component of our broader strategy of meeting their financial needs. Although a majority of our retail brokerage client assets are in accounts that earn brokerage commissions, the fees from those accounts generally represent transactional commissions based on the number and size of transactions executed at the client’s direction. Fees earned from advisory accounts are asset-based and dependbased on changes ina percentage of the market value of the client’s assets as of the beginning of the quarter, which vary across the account types based on the distinct services provided, and are affected by investment performance as well as the level of assets resulting fromasset inflows and outflows. A majority of our brokerage advisory, commissions and other fee income is earned from advisory accounts. Table 4d shows advisory account client assets as a percentage of total retail brokerage client assets at SeptemberJune 30, 20172019 and 2016.2018.
Table 4d:Retail Brokerage Client Assets
September 30, June 30, 
(in billions)2017
 2016
($ in billions)2019
 2018
Retail brokerage client assets$1,612.1
 1,483.3
$1,620.5
 1,623.7
Advisory account client assets521.8
 458.3
561.3
 542.6
Advisory account client assets as a percentage of total client assets32% 31
35% 33
Retail Brokerage advisory accounts include assets that are financial advisor-directed and separately managed by third-party managers, as well as certain client-directed brokerage assets where we earn a fee for advisory and other services, but do not have investment discretion. These advisory accounts generate fees as a percentage of the market value of the assets, which vary across the account types based on the distinct services provided,
For second quarter 2019 and are affected by investment performance as well as asset inflows and outflows. For the third quarter and first nine months of 2017 and 2016,2018, the average fee rate by account type ranged from 80 to 120 basis points. Table 4e presents retail brokerage advisory account client assets activity by account type for the thirdsecond quarter and first nine monthshalf of 20172019 and 2016.2018.
Earnings Performance (continued)




Table 4e:Retail Brokerage Advisory Account Client Assets
Quarter ended  Nine months ended Quarter ended  Six months ended 
(in billions)Balance, beginning of period
Inflows (1)
Outflows (2)
Market impact (3)
Balance, end of period
 Balance, beginning of period
Inflows (1)
Outflows (2)
Market impact (3)
Balance, end of period
Balance, beginning of period
Inflows (1)
Outflows (2)
Market impact (3)
Balance, end of period
 Balance, beginning of period
Inflows (1)
Outflows (2)
Market impact (3)
Balance, end of period
September 30, 2017    
June 30, 2019     
Client directed (4)$163.8
8.2
(8.9)3.7
166.8
 159.1
28.5
(30.1)9.3
166.8
$163.6
8.6
(9.7)3.7
166.2
 $151.5
16.5
(19.0)17.2
166.2
Financial advisor directed (5)131.7
6.7
(5.2)6.0
139.2
 115.7
23.0
(17.4)17.9
139.2
156.9
8.6
(8.7)6.4
163.2
 141.9
16.1
(16.4)21.6
163.2
Separate accounts (6)137.7
5.6
(5.0)4.7
143.0
 125.7
20.1
(17.2)14.4
143.0
148.3
6.2
(8.0)5.4
151.9
 136.4
11.8
(14.9)18.6
151.9
Mutual fund advisory (7)69.3
3.2
(2.3)2.6
72.8
 63.3
9.9
(8.0)7.6
72.8
77.9
2.9
(3.5)2.7
80.0
 71.3
5.7
(6.7)9.7
80.0
Total advisory client assets$502.5
23.7
(21.4)17.0
521.8
 463.8
81.5
(72.7)49.2
521.8
$546.7
26.3
(29.9)18.2
561.3
 $501.1
50.1
(57.0)67.1
561.3
September 30, 2016    
June 30, 2018     
Client directed (4)$158.5
9.2
(9.5)3.1
161.3
 154.7
27.4
(27.7)6.9
161.3
$168.4
8.2
(11.1)2.0
167.5
 $170.9
17.6
(20.3)(0.7)167.5
Financial advisor directed (5)104.2
6.3
(4.7)4.7
110.5
 91.9
21.4
(13.5)10.7
110.5
148.6
7.5
(9.5)3.4
150.0
 147.0
15.6
(16.5)3.9
150.0
Separate accounts (6)118.9
6.0
(5.6)3.5
122.8
 110.4
19.0
(15.6)9.0
122.8
146.6
5.6
(7.0)2.0
147.2
 149.1
12.4
(14.3)
147.2
Mutual fund advisory (7)62.1
2.2
(2.6)2.0
63.7
 62.9
6.1
(8.5)3.2
63.7
76.8
3.2
(3.3)1.2
77.9
 75.8
7.2
(6.3)1.2
77.9
Total advisory client assets$443.7
23.7
(22.4)13.3
458.3
 419.9
73.9
(65.3)29.8
458.3
$540.4
24.5
(30.9)8.6
542.6
 $542.8
52.8
(57.4)4.4
542.6
(1)Inflows include new advisory account assets, contributions, dividends and interest.
(2)Outflows include closed advisory account assets, withdrawals, and client management fees.
(3)Market impact reflects gains and losses on portfolio investments.
(4)Investment advice and other services are provided to client, but decisions are made by the client and the fees earned are based on a percentage of the advisory account assets, not the number and size of transactions executed by the client.
(5)Professionally managed portfolios with fees earned based on respective strategies and as a percentage of certain client assets.
(6)Professional advisory portfolios managed by Wells Fargo Asset Management advisors or third-party asset managers. Fees are earned based on a percentage of certain client assets.
(7)Program with portfolios constructed of load-waived, no-load and institutional share class mutual funds. Fees are earned based on a percentage of certain client assets.

Earnings Performance (continued)




Trust and Investment Client Assets Under Management We earn trust and investment management fees from managing and administering assets, including mutual funds, institutional separate accounts, personal trust, employee benefit trust and agency assets through our asset management, wealth and retirement businesses. Our asset management business is conducted by Wells Fargo Asset Management (WFAM), which offers Wells Fargo proprietary mutual funds and manages institutional separate accounts. Our wealth business manages
assets for high net worth clients, and our retirement business
provides total retirement management, investments, and trust and custody solutions tailored to meet the needs of institutional clients. Substantially all of our trust and investment management fee income is earned from AUM where we have discretionary management authority over the investments and generate fees as a percentage of the market value of the AUM. Table 4f presents AUM activity for the thirdsecond quarter and first nine monthshalf of 20172019 and 2016.2018.
Table 4f:WIM Trust and Investment – Assets Under Management
Quarter ended 
Nine months ended Quarter ended 
Six months ended 
(in billions)Balance, beginning of period
Inflows (1)
Outflows (2)
Market impact (3)
Balance, end of period
 Balance, beginning of period
Inflows (1)
Outflows (2)
Market impact (3)
Balance, end of period
Balance, beginning of period
Inflows (1)
Outflows (2)
Market impact (3)
Balance, end of period
 Balance, beginning of period
Inflows (1)
Outflows (2)
Market impact (3)
Balance, end of period
September 30, 2017    
June 30, 2019     
Assets managed by WFAM (4):  

    

   
Money market funds (5)$94.7
7.7


102.4
 102.6

(0.2)
102.4
$109.5
10.3


119.8
 $112.4
7.4


119.8
Other assets managed392.5
25.4
(31.2)7.3
394.0
 379.6
89.0
(98.8)24.2
394.0
367.0
22.2
(23.0)9.1
375.3
 353.5
41.5
(44.9)25.2
375.3
Assets managed by Wealth and Retirement (6)175.6
10.1
(8.7)4.0
181.0
 168.5
29.5
(29.1)12.1
181.0
181.4
8.2
(11.2)3.5
181.9
 170.7
17.4
(21.6)15.4
181.9
Total assets under management$662.8
43.2
(39.9)11.3
677.4
 650.7
118.5
(128.1)36.3
677.4
$657.9
40.7
(34.2)12.6
677.0
 $636.6
66.3
(66.5)40.6
677.0
September 30, 2016    
June 30, 2018     
Assets managed by WFAM (4):
 
 
  
 
 
   
Money market funds (5)$108.9
7.4


116.3
 123.6

(7.3)
116.3
$105.0
2.7


107.7
 $108.2

(0.5)
107.7
Other assets managed374.9
31.0
(30.3)6.2
381.8
 366.1
86.9
(85.2)14.0
381.8
391.8
20.9
(27.3)1.1
386.5
 395.7
46.6
(56.5)0.7
386.5
Assets managed by Wealth and Retirement (6)164.6
8.4
(7.4)3.1
168.7
 162.1
25.7
(25.4)6.3
168.7
183.3
9.1
(10.3)1.1
183.2
 186.2
19.5
(21.7)(0.8)183.2
Total assets under management$648.4
46.8
(37.7)9.3
666.8
 651.8
112.6
(117.9)20.3
666.8
$680.1
32.7
(37.6)2.2
677.4
 $690.1
66.1
(78.7)(0.1)677.4
(1)Inflows include new managed account assets, contributions, dividends and interest.
(2)Outflows include closed managed account assets, withdrawals and client management fees.
(3)Market impact reflects gains and losses on portfolio investments.
(4)Assets managed by WFAM consist of equity, alternative, balanced, fixed income, money market, and stable value, and include client assets that are managed or sub-advised on behalf of other Wells Fargo lines of business.
(5)Money Market funds activity is presented on a net inflow or net outflow basis, because the gross flows are not meaningful nor used by management as an indicator of performance.
(6)
Includes $5.7$4.5 billion and $7.7$5.2 billion as of SeptemberJune 30, 20172019 and 2016,2018, respectively, of client assets invested in proprietary funds managed by WFAM.




Balance Sheet Analysis 
At SeptemberJune 30, 2017,2019, our assets totaled $1.93$1.92 trillion, up $4.8$27.5 billion from December 31, 2016. Asset2018. The asset growth was predominantly driven by growthincreases in trading assetsfederal funds sold and investmentsecurities purchased under resale agreements and equity securities, which increased $14.0by $31.9 billion and $6.7$6.4 billion, respectively, from December 31, 2016,2018. Liabilities totaled $1.72 trillion, up $24.5 billion from December 31, 2018. The increase in liabilities was due to increases in short-term borrowings and long-term debt, which increased by $9.6 billion and $12.4 billion, respectively, from December 31, 2018. Total equity increased by $3.0 billion from December 31, 2018, predominantly due to a $4.1 billion increase
in cumulative other comprehensive income driven largely by the increase in fair value of available-for-sale debt securities, and a $6.4 billion increase in retained earnings, net of dividends paid, partially offset by a $15.7$7.6 billion decreaseincrease in loans. Total equity growth of $6.3 billion from December 31, 2016, was the predominant source that funded our asset growth from December 31, 2016. Equity growth benefited from $8.7 billion in earnings net of dividends paid.treasury stock.
The following discussion provides additional information about the major components of our balance sheet. Information regarding our capital and changes in our asset mix is included in the “Earnings Performance – Net Interest Income” and “Capital Management” sections and Note 1923 (Regulatory and Agency Capital Requirements) to Financial Statements in this Report.


InvestmentAvailable-for-Sale and Held-to-Maturity Debt Securities
Table 5:InvestmentAvailable-for-Sale and Held-to-Maturity Debt Securities – Summary
 September 30, 2017  December 31, 2016 
(in millions)Amortized Cost
 
Net
 unrealized
gain (loss)

 Fair value
 Amortized Cost
 
Net
unrealized
gain (loss)

 Fair value
Available-for-sale securities:  




      
Debt securities$269,779
 1,538
 271,317
 309,447
 (2,294) 307,153
Marketable equity securities606
 287
 893
 706
 505
 1,211
Total available-for-sale securities270,385
 1,825
 272,210
 310,153
 (1,789) 308,364
Held-to-maturity debt securities142,423
 395
 142,818
 99,583
 (428) 99,155
Total investment securities (1)$412,808
 2,220
 415,028
 409,736
 (2,217) 407,519
 June 30, 2019  December 31, 2018 
(in millions)Amortized cost
 
Net
 unrealized
gain (loss)

 Fair value
 Amortized cost
 
Net
unrealized
gain (loss)

 Fair value
Available-for-sale263,458
 2,525
 265,983
 272,471
 (2,559) 269,912
Held-to-maturity145,876
 1,988
 147,864
 144,788
 (2,673) 142,115
Total (1)$409,334
 4,513
 413,847
 417,259
 (5,232) 412,027
(1)Available-for-sale debt securities are carried on the balance sheet at fair value. Held-to-maturity debt securities are carried on the balance sheet at amortized cost.
Table 5 presents a summary of our investmentavailable-for-sale and held-to-maturity debt securities, portfolio, which increased $6.7decreased $2.8 billion in balance sheet carrying value from December 31, 2016, predominantly2018, largely due to purchasesnet declines in securities of federal agency mortgage-backed securities,U.S. states and political subdivisions and collateralized debt obligations, partially offset by sales and paydowns on other security classes including securitiesnet purchases of U.S. treasuryTreasury and federal agencies and mortgage-backedagency debt securities.
The total net unrealized gains on available-for-sale debt securities were $1.8$2.5 billion at SeptemberJune 30, 2017,2019, up from net unrealized losses of $1.8$2.6 billion at December 31, 2016,2018, primarily due to lower long-termU.S. interest rates, tighter credit spreads and the transfer of available-for-sale securities to held-to-maturity.rates. For a discussion of our investment management objectives and practices, see the “Balance Sheet Analysis” section in our 20162018 Form 10-K. Also, see the “Risk Management – Asset/Liability Management” section in this Report for information on our use of investments to manage liquidity and interest rate risk.
We analyze debt securities for other-than-temporary impairment (OTTI)OTTI quarterly or more often if a potential loss-triggering event occurs. OfIn the $293first half of 2019, we recognized $52 million inof OTTI write-downs recognized in earnings in the first nine months of 2017, $107 million related toon debt securities, $5 million related to marketable equity securities, which are included in available-for-sale securities, and $181 million related to nonmarketable equity investments, which are included in other assets. OTTI write-downs recognized in earnings related to oil and gas investments totaled $77 million in the first nine months of 2017, of which $24 million related to investment securities and $53 million related to nonmarketable equity investments.securities. For a discussion of our OTTI accounting policies and underlying considerations and analysis, see Note 1 (Summary of Significant Accounting Policies) to Financial Statements in our 20162018 Form 10-K and Note 4 (Investment5 (Available-for-Sale and Held-to-Maturity Debt Securities) to Financial Statements in this Report.
At SeptemberJune 30, 2017, investment2019, debt securities included $59.1$53.0 billion of municipal bonds, of which 95.9%96.1% were rated “A-” or better based largelypredominantly on external and, in some cases, internal ratings. Additionally, some of the debt securities in our total municipal
bond portfolio are guaranteed against loss by bond insurers. These guaranteed bonds are predominantly investment grade and were generally underwritten in accordance with our own investment standards prior to the determination to purchase, without relying on the bond insurer’s guarantee in making the investment decision. The credit quality of our municipal bond holdings are monitored as part of our ongoing impairment analysis.
The weighted-average expected maturity of debt securities available-for-sale was 6.85.0 years at SeptemberJune 30, 2017.2019. The expected remaining maturity is shorter than the remaining contractual maturity for the 59%61% of this portfolio that is MBSmortgage-backed securities (MBS) because borrowers generally have the right to prepay obligations before the underlying mortgages mature. The estimated effects of a 200 basis point increase or decrease in interest rates on the fair value and the expected remaining maturity of the MBS available-for-sale portfolio are shown in Table 6.
Table 6:Mortgage-Backed Securities Available for Sale
(in billions)Fair value
 Net unrealized gain (loss)
 
Expected remaining maturity
(in years)

Fair value
 Net unrealized gain (loss)
 
Expected remaining maturity
(in years)
At September 30, 2017     
At June 30, 2019    
Actual$161.2
 0.8
 6.5
$161.3
 1.4
 4.5
Assuming a 200 basis point:         
Increase in interest rates143.9
 (16.5) 8.5
146.0
 (13.9) 6.8
Decrease in interest rates167.4
 7.0
 2.6
170.7
 10.8
 3.3
The weighted-average expected maturity of debt securities held-to-maturity (HTM) was 6.54.5 years at SeptemberJune 30, 2017.2019. HTM debt securities are measured at amortized cost and, therefore, changes in the fair value of our held-to-maturity MBS resulting from changes in interest rates are not recognized in our financial results. See Note 4 (Investment5 (Available-for-Sale and Held-to-Maturity Debt Securities) to Financial Statements in this Report for a summary of investmentdebt securities by security type.


Balance Sheet Analysis (continued)


Loan Portfolios
Table 7 provides a summary of total outstanding loans by portfolio segment. Total loans decreased $15.7$3.2 billion from December 31, 2016, reflecting paydowns,2018, with a continued decline in both commercial and consumer loans. Consumer loans were down $2.1 billion from December 31, 2018, as growth in the real estate 1-4 family first mortgage and automobile loan portfolios was more than offset by the sale of $3.5 billion of Pick-a-Pay PCI loans, the
 
reclassification of $1.8 billion of real estate 1-4 family first mortgage loans to MLHFS, and a decline in junior lien mortgage loans and an expected declineas paydowns continued to exceed originations in automobilethe first half of 2019. Commercial loans were down $1.2 billion from December 31, 2018, as the effect of tighter underwriting standards implemented last year resultedgrowth in lower origination volume.our credit investment portfolio was more than offset by declines across several commercial industry categories.
Table 7:Loan Portfolios
(in millions)September 30, 2017
 December 31, 2016
June 30, 2019
 December 31, 2018
Commercial$500,150
 506,536
$512,245
 513,405
Consumer451,723
 461,068
437,633
 439,705
Total loans$951,873
 967,604
$949,878
 953,110
Change from prior year-end$(15,731) 51,045
$(3,232) (3,660)


A discussion of average loan balances and a comparative detail of average loan balances is included in Table 1 under “Earnings Performance – Net Interest Income” earlier in this Report. Additional information on total loans outstanding by portfolio segment and class of financing receivable is included in the “Risk Management – Credit Risk Management” section in this Report. Period-end balances and other loan related
 
information are in Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report. 
Table 8 shows contractual loan maturities for loan categories normally not subject to regular periodic principal reduction and the contractual distribution of loans in those categories to changes in interest rates.
Table 8:Maturities for Selected Commercial Loan Categories
 September 30, 2017  December 31, 2016  June 30, 2019  December 31, 2018 
(in millions) 
Within
one
 year

 
After one
year
through
five years

 
After
 five
years

 Total
 
Within
one
year

 
After one
year
through
 five years

 
After
five
years

 Total
 
Within
one
 year

 
After one
year
through
five years

 
After
 five
years

 Total
 
Within
one
year

 
After one
year
through
 five years

 
After
five
years

 Total
Selected loan maturities:                                
Commercial and industrial $98,776
 203,785
 25,383
 327,944
 105,421
 199,211
 26,208
 330,840
 $109,939
 210,083
 28,824
 348,846
 109,566
 213,425
 27,208
 350,199
Real estate mortgage 19,720
 66,245
 42,510
 128,475
 22,713
 68,928
 40,850
 132,491
 16,089
 65,324
 41,595
 123,008
 16,413
 63,648
 40,953
 121,014
Real estate construction 10,431
 12,801
 1,288
 24,520
 9,576
 13,102
 1,238
 23,916
 9,663
 10,575
 829
 21,067
 9,958
 11,343
 1,195
 22,496
Total selected loans $128,927
 282,831
 69,181
 480,939
 137,710
 281,241
 68,296
 487,247
 $135,691
 285,982
 71,248
 492,921
 135,937
 288,416
 69,356
 493,709
Distribution of loans to changes in interest
rates:
                                
Loans at fixed interest rates $18,405
 28,261
 26,234
 72,900
 19,389
 29,748
 26,859
 75,996
 $17,815
 26,912
 28,872
 73,599
 17,619
 28,545
 28,163
 74,327
Loans at floating/variable interest rates 110,522
 254,570
 42,947
 408,039
 118,321
 251,493
 41,437
 411,251
 117,876
 259,070
 42,376
 419,322
 118,318
 259,871
 41,193
 419,382
Total selected loans $128,927
 282,831
 69,181
 480,939
 137,710
 281,241
 68,296
 487,247
 $135,691
 285,982
 71,248
 492,921
 135,937
 288,416
 69,356
 493,709




Deposits
Deposits were $1.3 trillion at SeptemberJune 30, 2017,2019, up $627 million$2.3 billion from December 31, 2016,2018, due to an increase in mortgage escrow deposits reflecting an inflow of higher mortgage payoffs to be remitted to investors in accordance with servicing contracts, partially offset by a decrease in consumer and small business banking deposits. The decrease in consumer and small business banking deposits was driven by seasonality as well as higher balance customers moving a portion of those balances to other
higher rate liquid alternatives, partially offset by growth in retail deposits and Treasury institutional certificates of deposit partially offset(CDs) and high-yield savings that was driven by lower wealth and commercial deposits.an increase in promotional activity. Table 9
provides additional information regarding deposits. Information regarding the impact of deposits on net interest income and a comparison of average deposit balances is provided in the “Earnings Performance – Net Interest Income” section and Table 1 earlier in this Report. 
Table 9:Deposits
($ in millions)Sep 30,
2017

 
% of
total
deposits

 Dec 31,
2016

 % of
total
deposits

 

% Change

Jun 30,
2019

 
% of
total
deposits

 Dec 31,
2018

 % of
total
deposits

 

% Change

Noninterest-bearing$366,528
 28% $375,967
 29% (3)$340,813
 26% $349,534
 27% (2)
Interest-bearing checking47,366
 4
 49,403
 4
 (4)54,722
 4
 56,797
 4
 (4)
Market rate and other savings687,323
 52
 687,846
 52
 
713,219
 56
 703,338
 55
 1
Savings certificates21,396
 2
 23,968
 2
 (11)32,379
 3
 22,648
 2
 43
Other time deposits66,884
 5
 52,649
 4
 27
93,868
 7
 95,602
 7
 (2)
Deposits in foreign offices (1)117,209
 9
 116,246
 9
 1
53,425
 4
 58,251
 5
 (8)
Total deposits$1,306,706
 100% $1,306,079
 100% 
$1,288,426
 100% $1,286,170
 100% 
(1)Includes Eurodollar sweep balances of $72.8$26.4 billion and $74.8$31.8 billion at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively.

Fair Value of Financial Instruments
We use fair value measurements to record fair value adjustments to certain financial instruments and to determine fair value disclosures. See the “Critical Accounting Policies” section in our 20162018 Form 10-K and Note 16 (Fair Values of Assets and Liabilities) to Financial Statements in this Report for a description of our critical accounting policy related to fair value of financial instruments and a discussion of our fair value measurement techniques.
Table 10 presents the summary of the fair value of financial instruments recorded at fair value on a recurring basis, and the amounts measured using significant Level 3 inputs (before derivative netting adjustments). The fair value of the remaining assets and liabilities were measured using valuation methodologies involving market-based or market-derived information (collectively Level 1 and 2 measurements).
Table 10:Fair Value Level 3 Summary
September 30, 2017  December 31, 2016 June 30, 2019  December 31, 2018 
($ in billions)
Total
balance

 Level 3 (1)
 
Total
balance

 Level 3 (1)
Total
balance

 Level 3 (1)
 
Total
balance

 Level 3 (1)
Assets carried
at fair value
$407.9
 24.1
 436.3
 23.5
$415.1
 24.9
 408.4
 25.3
As a percentage
of total assets
21% 1
 23
 1
22% 1
 22
 1
Liabilities carried
at fair value
$28.6
 2.0
 30.9
 1.7
$24.4
 2.3
 28.2
 1.6
As a percentage of
total liabilities
2% *
 2
 *
1% *
 2
 *
* Less than 1%.
(1)Before derivative netting adjustments.


 
See Note 1316 (Fair Values of Assets and Liabilities) to Financial Statements in this Report for additional information on fair value measurements and a description of the Level 1, 2 and 3 fair value hierarchy.


Equity
Total equity was $206.8$200.0 billion at SeptemberJune 30, 2017,2019, compared with $200.5$197.1 billion at December 31, 2016.2018. The increase was predominantly driven by a $8.7$4.1 billion increase in cumulative other comprehensive income primarily due to a decrease in U.S. interest rates resulting in an increase in the value of available-for-sale debt securities, and a $6.4 billion increase in retained earnings from earnings net of dividends paid, partially offset by a net reduction$7.6 billion increase in common stock due to repurchases.


treasury stock.




Off-Balance Sheet Arrangements
In the ordinary course of business, we engage in financial transactions that are not recorded on the balance sheet, or may be recorded on the balance sheet in amounts that are different from the full contract or notional amount of the transaction. Our off-balance sheet arrangements include commitments to lend and purchase debt and equity securities, transactions with unconsolidated entities, guarantees, derivatives, and other commitments. These transactions are designed to (1) meet the financial needs of customers, (2) manage our credit, market or liquidity risks, and/or (3) diversify our funding sources.
 
Commitments to Lend and Purchase Debt and Equity Securities
We enter into commitments to lend funds to customers, which are usually at a stated interest rate, if funded, and for specific purposes and time periods. When we make commitments, we are exposed to credit risk. However, the maximum credit risk for these commitments will generally be lower than the contractual amount because a significant portion of these commitments is expected to expire without being used by the customer. For more information on lending commitments, see Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report. We also enter into commitments to purchase securities under resale agreements. For more information on commitments to purchase securities under resale agreements, see Note 3 (Federal Funds Sold, Securities Purchased under Resale Agreements13 (Guarantees, Pledged Assets and Collateral, and Other Short-Term Investments)Commitments) to Financial Statements in this Report. We also may enter into commitments to purchase debt and equity securities to provide capital for customers’ funding, liquidity or other future needs. For more information, see the “Off-Balance Sheet Arrangements – Contractual Cash Obligations” section in our 2018 Form 10-K and Note 13 (Guarantees, Pledged Assets and Collateral, and Other Commitments) to Financial Statements in this Report.
 
Transactions with Unconsolidated Entities
In the normal course of business, we enter into various types of on- and off-balance sheet transactions with special purpose entities (SPEs), which are corporations, trusts, limited liability companies or partnerships that are established for a limited purpose. Generally, SPEs are formed in connection with securitization transactions and are considered variable interest entities (VIEs). For more information on securitizations, including sales proceeds and cash flows from securitizations, see Note 710 (Securitizations and Variable Interest Entities) to Financial Statements in this Report.

Guarantees and Certain Contingent Arrangements
Guarantees are contracts that contingently require us to make payments to a guaranteed party based on an event or a change in an underlying asset, liability, rate or index. Guarantees are generally in the form of standby letters of credit, securities lending and other indemnifications, written put options, recourse obligations and other types of similar arrangements. For more information on guarantees and certain contingent arrangements, see Note 1013 (Guarantees, Pledged Assets and Collateral)Collateral, and Other Commitments) to Financial Statements in this Report.


Derivatives
We use derivatives to manage exposure to market risk, including interest rate risk, credit risk and foreign currency risk, and to assist customers with their risk management objectives. Derivatives are recorded on the balance sheet at fair value, and volume can be measured in terms of the notional amount, which is generally not exchanged but is used only as the basis on which interest and other payments are determined. The notional amount is not recorded on the balance sheet and is not, when viewed in isolation, a meaningful measure of the risk profile of the instruments. For more information on derivatives, see Note 1215 (Derivatives) to Financial Statements in this Report.
 
Other Commitments
We also have other off-balance sheet transactions, including obligations to make rental payments under noncancelable operating leases and commitments to purchase certain debt and equity securities. Our operating lease obligations are discussed in Note 7 (Premises, Equipment, Lease Commitments and Other Assets) to Financial Statements in our 2016 Form 10-K. For more information on commitments to purchase debt and equity securities, see the “Off-Balance Sheet Arrangements – Contractual Cash Obligations” section in our 2016 Form 10-K.




Risk Management
Wells Fargo manages a variety of risks that can significantly affect our financial performance and our ability to meet the expectations of our customers, stockholders,shareholders, regulators and other stakeholders. Among the risks that we manage are conduct risk, operational risk, credit risk, and asset/liability management related risks, which include interest rate risk, market risk, liquidity risk, and funding related risks. We operate under a Board-levelBoard approved risk management framework which outlines our company-wide approach to risk management and oversight and describes the structures and practices employed to manage current and emerging risks inherent to Wells Fargo. For more information about how we manage these risks,risk, see the “Risk Management” section in our 20162018 Form 10-K. The discussion that follows provides an update regarding these risks.
Conduct Risk Management
Our Board oversees the alignmentsupplements our discussion of team member conduct to the Company’s risk appetite (which the Board approves annually) and culture as reflected in our Vision and Values and Code of Ethics and Business Conduct. The Board’s Risk Committee has primary oversight responsibility for enterprise-wide conduct risk, while certain other Board committees have primary oversight responsibility for specific components of conduct risk.
At the management level, several committees have primary oversight responsibility for key elements of conduct risk, including internal investigations, sales practices oversight, complaints oversight, and ethics oversight. These management-level committees have escalation and informational reporting paths to the relevant Board committee.
Our Conduct Management Office, which reports to our Chief Risk Officer and has an informational reporting path to the Board's Risk Committee, is responsible for fostering and promoting an enterprise-wide culture of prudent conduct risk management and compliance with internal directives, rules, regulations, and regulatory expectations throughout the Company and to provide assurance that the Company’s internal operations and its treatment of customers and other external stakeholders are safe and sound, fair, and ethical.

Operational Risk Management
Operational risk is the risk of loss resulting from inadequate or failed internal controls and processes, people and systems, or resulting from external events. These losses may be caused by events such as fraud, breaches of customer privacy, business disruptions, vendors that do not adequately or appropriately perform their responsibilities, and regulatory fines and penalties.
Information security is a significant operational risk for financial institutions such as Wells Fargo, and includes the risk of losses resulting from cyber attacks. Wells Fargo and other financial institutions continue to be the target of various evolving and adaptive cyber attacks, including malware and denial-of-service, as part of an effort to disrupt the operations of financial institutions, potentially test their cybersecurity capabilities, or obtain confidential, proprietary or other information. Cyber attacks have also focused on targeting the infrastructure of the internet, causing the widespread unavailability of websites and degrading website performance. Wells Fargo has not experienced any material losses relating to these or other cyber attacks. Addressing cybersecuritycertain risks is a priority for Wells Fargo, and we continue to develop and enhance our controls, processes and systemscontained in order to protect our networks, computers, software and data from attack, damage or unauthorized access. We are
also proactively involved in industry cybersecurity efforts and working with other parties, including our third-party service providers and governmental agencies, to continue to enhance defenses and improve resiliency to cybersecurity threats. See the “Risk Factors”Management” section in our 20162018 Form 10-K for additional information regarding the risks associated with a failure or breach of our operational or security systems or infrastructure, including as a result of cyber attacks.

10-K.
Credit Risk Management
We define credit risk as the risk of loss associated with a borrower or counterparty default (failure to meet obligations in accordance with agreed upon terms). Credit risk exists with many of our assets and exposures such as debt security holdings, certain derivatives, and loans.
The Board’s Credit Committee has primary oversight responsibility for credit risk. At the management level, the Corporate Credit function, which is part of Corporate Risk, has primary oversight responsibility for credit risk. The Corporate Credit function reports to the Chief Risk Officer (CRO) and also provides periodic reporting related to credit risk to the Board’s Credit Committee. In addition, the Risk & Control Committee for each business group and enterprise function reports credit risk matters to the Enterprise Risk & Control Committee.
The following discussion focuses on our loan portfolios, which represent the largest component of assets on our balance sheet for which we have credit risk. Table 11 presents our total loans outstanding by portfolio segment and class of financing receivable.
Table 11:Total Loans Outstanding by Portfolio Segment and Class of Financing Receivable
(in millions)Sep 30, 2017
 Dec 31, 2016
Jun 30, 2019
 Dec 31, 2018
Commercial:      
Commercial and industrial$327,944
 330,840
$348,846
 350,199
Real estate mortgage128,475
 132,491
123,008
 121,014
Real estate construction24,520
 23,916
21,067
 22,496
Lease financing19,211
 19,289
19,324
 19,696
Total commercial500,150
 506,536
512,245
 513,405
Consumer:      
Real estate 1-4 family first mortgage280,173
 275,579
286,427
 285,065
Real estate 1-4 family junior lien mortgage41,152
 46,237
32,068
 34,398
Credit card36,249
 36,700
38,820
 39,025
Automobile55,455
 62,286
45,664
 45,069
Other revolving credit and installment38,694
 40,266
34,654
 36,148
Total consumer451,723
 461,068
437,633
 439,705
Total loans$951,873
 967,604
$949,878
 953,110


We manage our credit risk by establishing what we believe are sound credit policies for underwriting new business, while monitoring and reviewing the performance of our existing loan portfolios. We employ various credit risk management and monitoring activities to mitigate risks associated with multiple
risk factors affecting loans we hold, could acquire or originate including:
Loan concentrations and related credit quality
Counterparty credit risk
Economic and market conditions
Legislative or regulatory mandates
Changes in interest rates
Merger and acquisition activities
Reputation risk


Our credit risk management oversight process is governed centrally, but provides for decentralized management and accountability by our lines of business. Our overall credit process


includes comprehensive credit policies, disciplined credit underwriting, frequent and detailed risk measurement and modeling, extensive credit training programs, and a continual loan review and audit process.
A key to our credit risk management is adherence to a well-controlled underwriting process, which we believe is appropriate for the needs of our customers as well as investors who purchase the loans or securities collateralized by the loans.
Credit Quality OverviewSolidcredit quality continued in thirdsecond quarter 2017,2019, as our net charge-off rate remained low at 0.30%0.28% (annualized) of average total loans. We continued to benefit from improvementsSecond quarter 2019 results reflected:
Nonaccrual loans were $5.9 billion at June 30, 2019, down from $6.5 billion at December 31, 2018. Commercial nonaccrual loans increased to $2.5 billion at June 30, 2019, compared with $2.2 billion at December 31, 2018, and consumer nonaccrual loans declined to $3.5 billion at June 30, 2019, compared with $4.3 billion at December 31, 2018. The overall decrease in nonaccrual loans was primarily due to a decrease in consumer nonaccruals from the reclassification of $373 million of real estate 1-4 family first mortgage nonaccrual loans to MLHFS. Nonaccrual loans represented 0.62% of total loans at June 30, 2019, compared with 0.68% at December 31, 2018.
Net charge-offs (annualized) as a percentage of average total loans were 0.28% and 0.29% in the second quarter and first half of 2019, respectively, compared with 0.26% and 0.29% for the same periods a year ago. Net charge-offs (annualized) as a percentage of our average commercial and consumer portfolios were 0.13% and 0.45% in second quarter 2019 and 0.12% and 0.48% in the first half of 2019, respectively, compared with 0.05% and 0.49% in second quarter 2018 and 0.06% and 0.54% in the first half of 2018.
Loans that are not government insured/guaranteed and 90 days or more past due and still accruing were $41 million and $739 million in our commercial and consumer portfolios, respectively, at June 30, 2019, compared with $94 million and $885 million at December 31, 2018.
Our provision for credit losses was $503 million and $1.3 billion in the second quarter and first half of 2019, respectively, compared with $452 million and $643 million for the same periods a year ago. The increase in provision for credit losses in second quarter 2019, compared with the same period a year ago, primarily reflected loan growth. The increase in the first half of 2019, compared with the same period a year ago, was due to an allowance build in first quarter 2019 reflecting a higher probability of slightly less favorable economic conditions, compared with an allowance

release in the performance of our residential real estate portfolio as well as reduced lossesfirst quarter 2018 reflecting improvement in our oil and gas portfolio. In particular:
Nonaccrual loans were $8.6 billion at September 30, 2017, down from $10.4 billion at December 31, 2016. Commercial nonaccrual loans declined to $3.1 billion at September 30, 2017, compared with $4.1 billion at December 31, 2016, and consumer nonaccrual loans declined to $5.5 billion at September 30, 2017, compared with $6.3 billion at December 31, 2016. The decline in consumer nonaccrual loans reflected an improved housing market, while the decline in commercial nonaccrual loans was predominantly driven by loans in our oil and gas portfolio. Nonaccrual loans represented 0.91% of total loans at September 30, 2017, compared with 1.07% at December 31, 2016.
Net charge-offs (annualized) as a percentage of average total loans decreased to 0.30% in both the third quarter and first nine months of 2017, compared with 0.33% and 0.37% in the same periods a year ago.Net charge-offs (annualized) as a percentage of our average commercial and consumer portfolios were 0.09% and 0.53% in the third quarter and 0.09% and 0.54% in the first nine months of 2017, respectively, compared with 0.17% and 0.51% in the third quarter and 0.22% and 0.52% in the first nine months of 2016.
Loans that are not government insured/guaranteed and 90 days or more past due and still accruing were$38 million and $923 million in our commercial and consumer portfolios, respectively, at September 30, 2017, compared with $64 million and $908 million at December 31, 2016.
Our provisionoutlook for credit losses was $717 million and $1.9 billion in the third quarter and first nine months of 2017, respectively, compared with $805 million and $3.0 billion for the same periods a year ago.
The allowance for credit losses totaled $12.1 billion, or 1.27% of total loans, at September 30, 2017, down from $12.5 billion, or 1.30%, at December 31, 2016.

During third quarter 2017, Hurricanes Harvey, Irma and Maria caused considerable damage in several geographic markets where the Company has significant lending exposure. The impact was in both our commercial and consumer lending portfolios. Based on our analysis to date of the level of insurance coverage, types of loans, location, and potential damage to collateral, we believe the ultimate collectability of these loans will be impacted. Our allowance for credit losses at September 30, 2017 included $450 million for coverage of our preliminary estimate of potential hurricane-related losses. We will continue to assess the impact to our customers and our business as a result of the hurricanes and refine our estimates as more information becomes available. However, in light of the ongoing recovery challenges in Puerto Rico after Hurricane Maria, it may take longer to assess the hurricane’s impact on our portfolios there.
We are still evaluating the impact on our portfolio from the California wildfires that occurred in October 2017.
The allowance for credit losses totaled $10.6 billion, or 1.12% of total loans, at June 30, 2019, down from $10.7 billion, or 1.12%, at December 31, 2018.
Additional information on our loan portfolios and our credit quality trends follows.

PURCHASED CREDIT-IMPAIRED (PCI) LOANSLoans acquired with evidence of credit deterioration since their origination and where it is probable that we will not collect all contractually required principal and interest payments are PCI loans. Substantially all of our PCI loans were acquired in the Wachovia acquisition on December 31, 2008. PCI loans are recorded at fair value at the date of acquisition, and the historical allowance for credit losses related to these loans is not carried over. The carrying value of PCI loans at September 30, 2017, totaled $13.6 billion, compared with $16.7 billion at December 31, 2016, and $58.8 billion at December 31, 2008. The decrease from December 31, 2016, was due in part to higher prepayment trends observed in our Pick-a-Pay PCI portfolio, as home price appreciation and the resulting reduction in loan to collateral value ratios enabled more borrowers to qualify for refinancing options, as well as the sale of $569 million of Pick-a-Pay PCI loans in second quarter 2017. PCI loans are considered to be accruing due to the existence of the accretable yield amount, which represents the cash expected to be collected in excess of their carrying value, and not based on consideration given to contractual interest payments. The accretable yield at September 30, 2017, was $9.2 billion.
A nonaccretable difference is established for PCI loans to absorb losses expected on the contractual amounts of those loans in excess of the fair value recorded at the date of acquisition.loans. Amounts absorbed by the nonaccretable difference do not affect the income statement or the allowance for credit losses. Since December 31, 2008, we have released $13.6 billion in nonaccretable difference, including $11.6 billion transferred from the nonaccretable difference to the accretable yield due to decreases in our initial estimate of loss on contractual amounts, and $2.0 billion released to income through loan resolutions. Also, we have provided $1.7 billion for losses on certain PCI loans or poolsThe carrying value of PCI loans that have had credit-related decreases to cash flows expected to be collected. The net result is an $11.9at June 30, 2019, totaled $1.2 billion, reduction fromcompared with $5.0 billion at December 31, 2008, through September 30, 2017,2018. The decline in our initial projected lossescarrying value was due to the sale of $41.0$3.5 billion on allof Pick-a-Pay PCI loans acquired in the Wachovia acquisition. At September 30, 2017, $454 million in nonaccretable difference remained to absorb losses on PCI loans.first half of 2019 and paydowns.
For additional information on PCI loans, see the “Risk Management – Credit Risk Management – Real Estate 1-4 Family First and Junior Lien Mortgage Loans – Pick-a-Pay Portfolio” section in this Report, Note 1 (Summary of Significant Accounting Policies) to Financial Statements in our 20162018 Form 10-K, and Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report.



Significant Loan Portfolio ReviewsMeasuring and monitoring our credit risk is an ongoing process that tracks delinquencies, collateral values, FICOFair Isaac Corporation (FICO) scores, economic trends by geographic areas, loan-level risk grading for certain portfolios (typically commercial) and other indications of credit risk. Our credit risk monitoring process is designed to enable early identification of developing risk and to support our determination of an appropriate allowance for credit losses. The following discussion provides additional characteristics and analysis of our significant portfolios. See Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report for more analysis and credit metric information for each of the following portfolios.


COMMERCIAL AND INDUSTRIAL LOANS AND LEASE FINANCINGFor purposes of portfolio risk management, we aggregate commercial and industrial loans and lease financing according to market segmentation and standard industry codes. We generally subject commercial and industrial loans and lease financing to individual risk assessment using our internal borrower and collateral quality ratings. Our ratings are aligned to regulatory definitions of pass and criticized categories with criticized divided betweensegmented among special mention, substandard, doubtful and loss categories.
The commercial and industrial loans and lease financing portfolio totaled $347.2$368.2 billion, or 36%39% of total loans, at SeptemberJune 30, 2017.2019. The annualized net charge-off rate (annualized) for this portfolio was 0.15%0.18% and 0.17% in both the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with 0.30%0.08% and 0.36%0.10% for the same periods a year ago. At SeptemberJune 30, 2017, 0.71%2019, 0.46% of this portfolio was nonaccruing, compared with 0.95%0.43% at December 31, 2016,2018, reflecting a decreasean increase of $853$121 million in nonaccrual loans predominantly due to improvementa customer in the utilities industry, as well as increases in the oil, gas and gas portfolio. Also, $20.0pipelines portfolio, partially offset by improvement across various industry categories. At June 30, 2019, $15.9 billion of the commercial and industrial loan and lease financing portfolio wasloans were internally classified as criticized in accordance with regulatory guidance, at September 30, 2017, compared with $24.0$15.8 billion at December 31, 2016. The decrease in criticized loans, which also includes the decrease in nonaccrual loans, was primarily due to improvement in the oil and gas portfolio.2018.
Most of our commercial and industrial loans and lease financing portfolio is secured by short-term assets, such as accounts receivable, inventory and debt securities, as well as long-lived assets, such as equipment and other business assets. Generally, the collateral securing this portfolio represents a secondary source of repayment.
Table 12 provides a breakout of commercial and industrial loans and lease financing by industry, and includes $59.7foreign loans of $64.5 billion and $63.7 billion at June 30, 2019, and December 31, 2018, respectively. Significant industry concentrations of foreign loans at September 30, 2017. Foreign loans totaled $19.4include $26.9 billion withinand $25.6 billion in the investorfinancials except banks category, $16.2$17.0 billion withinand $18.1 billion in the financial institutionsbanks category, and $1.4$1.5 billion withinand $1.2 billion in the oil, gas and gas category.pipelines category at June 30, 2019, and December 31, 2018, respectively. The industry categories were updated in 2019, to align with industry groupings that our regulators use to monitor industry concentration risks.
The investors category includesLoans to financials except banks, our largest industry concentration, were $107.3 billion, or 11% of total outstanding loans, at June 30, 2019, compared with $105.9 billion, or 11% of total outstanding loans, at December 31, 2018. These are predominantly loans to special purposeinvestment firms, financial vehicles, (SPVs) formed by sponsoringand non-bank creditors. A significant portion of this industry category consists of loans to entities tothat invest in financial assets backed predominantly by commercial andor residential real estate or corporate cash flow,consumer loan assets and are repaid from the asset cash flows or the sale of assets by the SPV.assets. We limit our loan amounts to a percentage of the value of the underlying assets as determined by us, based on analysis ofconsidering underlying credit risk, and other factors such as asset duration, and ongoing performance.
We provide financial institutions with a varietyOil, gas and pipelines loans were $13.6 billion, or 1% of relationship focused products and services, includingtotal outstanding loans, supporting short-term trade finance and working capital needs. The $16.2 billion of foreign loans in the financial institutions category were predominantly originated by our Financial Institutions business.
The oil and gas loan portfolio totaledat June 30, 2019, compared with $12.8 billion, or 1% of total outstanding loans, at SeptemberDecember 31, 2018. Oil, gas and pipelines nonaccrual loans increased to $636 million at June 30, 2017,2019, compared with $14.8 billion, or 2% of total outstanding loans,$417 million at December 31, 2016. Unfunded loan commitments in the oil and gas loan portfolio totaled $22.6 billion at September 30, 2017. Approximately half of our oil and gas loans were to businesses in the exploration and production (E&P) sector. Most of these E&P loans are secured by oil and/or gas reserves and have underlying borrowing base arrangements which include regular (typically semi-annual) “redeterminations” that consider refinements to borrowing structure and prices used to determine borrowing limits. The majority of the other oil and gas loans were to midstream companies. We proactively monitor our oil and gas loan portfolio and work with customers to address any emerging issues. Oil and gas nonaccrual loans decreased to $1.6 billion at September 30, 2017, compared with $2.4 billion at December 31, 2016,2018, due to improvedweaker portfolio credit performance.

Table 12:Commercial and Industrial Loans and Lease Financing by Industry (1)
 September 30, 2017 
(in millions)
Nonaccrual
loans

 
Total
portfolio

 (2) 
% of
total
loans

Investors$6
 60,929
   6%
Financial institutions2
 37,951
   4
Cyclical retailers92
 25,919
   3
Food and beverage10
 16,876
   2
Healthcare27
 15,969
   2
Industrial equipment175
 15,177
   2
Real estate lessor10
 14,391
   2
Technology33
 13,737
   1
Oil and gas1,559
 12,825
   1
Transportation130
 9,109
   1
Public administration28
 9,101
   1
Business services23
 8,474
   1
Other383
 106,697
 (3) 10
Total$2,478
 347,155
   36%
 June 30, 2019  December 31, 2018 
(in millions)
Nonaccrual
loans

 
Total
portfolio

 
% of
total
loans

 Nonaccrual
loans

 Total
portfolio

 % of
total
loans

Financials except banks$160
 107,292
 11% $305
 105,925
 11%
Technology, telecom and media46
 24,648
 3
 26
 25,681
 3
Real estate and construction43
 22,463
 2
 31
 23,380
 2
Equipment, machinery and parts manufacturing66
 22,298
 2
 47
 20,850
 2
Retail88
 20,351
 2
 87
 19,541
 2
Materials and commodities94
 19,599
 2
 136
 18,688
 2
Banks
 17,136
 2
 
 18,407
 2
Automobile related23
 16,673
 2
 16
 16,801
 2
Food and beverage manufacturing5
 14,640
 2
 48
 15,448
 2
Health care and pharmaceuticals24
 14,555
 2
 124
 15,529
 2
Entertainment and recreation36
 13,644
 1
 33
 14,045
 1
Oil, gas and pipelines636
 13,562
 1
 417
 12,840
 1
Transportation services88
 11,797
 1
 176
 12,029
 1
Commercial services50
 10,820
 1
 48
 10,591
 1
Agribusiness61
 7,118
 1
 46
 7,996
 1
Utilities224
 5,864
 1
 6
 5,756
 1
Government and education2
 5,765
 1
 3
 6,160
 1
Other (2)51
 19,945
 2
 27
 20,228
 2
Total$1,697
 368,170
 39% $1,576
 369,895
 39%
(1)Industry categories are based on the North American Industry Classification System and the amounts reported include foreign loans. See Note 5 (Loans and AllowanceThe industry categories were updated in 2019 to align with industry groupings that our regulators use to monitor industry concentration risks. The amounts for Credit Losses)December 31, 2018, have been reclassified to Financial Statements in this Report for a breakout of commercial foreign loans.conform with the current period presentation.
(2)
Includes $116 million of PCI loans, which are considered to be accruing due to the existence of the accretable yield and not based on consideration given to contractual interest payments.
(3)
No other single industry had total loans in excess of $6.8$5.0 billion
and $4.5 billion at June 30, 2019 and December 31, 2018, respectively.
Risk Management - Credit Risk Management (continued)(continued)


COMMERCIAL REAL ESTATE (CRE) We generally subject CRE loans to individual risk assessment using our internal borrower and collateral quality ratings. Our ratings are aligned to regulatory definitions of pass and criticized categories with criticized dividedsegmented among special mention, substandard, doubtful and loss categories. The CRE portfolio, which included $8.7$8.1 billion of foreign CRE loans, totaled $153.0$144.1 billion, or 16%15% of total loans, at SeptemberJune 30, 2017,2019, and consisted of $128.5$123.0 billion of mortgage loans and $24.5$21.1 billion of construction loans.
Table 13 summarizes CRE loans by state and property type with the related nonaccrual totals. The portfolio is diversified both geographically and by property type. The largest geographic
concentrations of CRE loans are in California, New York, Texas
Florida and Florida,Texas, which combined represented 49% of the total CRE portfolio. By property type, the largest concentrations are office buildings at 28%27% and apartments at 16%17% of the portfolio. CRE nonaccrual loans totaled 0.4%0.5% of the CRE outstanding balance at SeptemberJune 30, 2017,2019, compared with 0.5%0.4% at December 31, 2016.2018. At SeptemberJune 30, 2017,2019, we had $4.8$4.2 billion of criticized CRE mortgage loans, compared with $5.4$4.5 billion at December 31, 2016,2018, and $327$184 million of criticized CRE construction loans, compared with $461$289 million at December 31, 2016.2018.
At September 30, 2017, the recorded investment in PCI CRE loans totaled $118 million, down from $12.3 billion when acquired at December 31, 2008, reflecting principal payments, loan resolutions and write-downs.
Table 13:CRE Loans by State and Property Type
September 30, 2017 June 30, 2019 
Real estate mortgage    Real estate construction    Total     Real estate mortgage    Real estate construction    Total     
(in millions)
Nonaccrual
loans

 
Total
portfolio

 (1) 
Nonaccrual
loans

 
Total
portfolio

 (1) 
Nonaccrual
loans

 
Total
portfolio

 (1) 
% of
total
loans

Nonaccrual
loans

 
Total
portfolio

 
Nonaccrual
loans

 
Total
portfolio

 
Nonaccrual
loans

 
Total
portfolio

 
% of
total
loans

By state:                          
California$127
 36,398
 2
 4,245
 129
 40,643
 4%$142
 33,152
 9
 4,502
 151
 37,654
 4%
New York12
 10,366
 
 2,869
 12
 13,235
 1
23
 11,926
 2
 2,387
 25
 14,313
 2
Florida19
 8,078
 3
 1,554
 22
 9,632
 1
Texas102
 9,245
 
 2,160
 102
 11,405
 1
56
 7,833
 4
 1,437
 60
 9,270
 1
Florida33
 8,016
 
 1,830
 33
 9,846
 1
Arizona70
 4,632
 
 312
 70
 4,944
 1
North Carolina31
 4,100
 6
 785
 37
 4,885
 1
23
 3,663
 4
 904
 27
 4,567
 *
Arizona27
 3,944
 
 643
 27
 4,587
 *
Georgia17
 3,356
 1
 852
 18
 4,208
 *
14
 3,908
 
 517
 14
 4,425
 *
Virginia11
 3,230
 
 893
 11
 4,123
 *
Washington15
 3,381
 
 619
 15
 4,000
 *
17
 3,450
 
 599
 17
 4,049
 *
Illinois5
 3,263
 
 590
 5
 3,853
 *
176
 3,477
 
 348
 176
 3,825
 *
Virginia8
 2,749
 
 903
 8
 3,652
 *
Other213
 43,176
 29
 9,034
 242
 52,210
 (2) 5
189
 40,140
 14
 7,604
 203
 47,744
 (1) 5
Total$593
 128,475
 38
 24,520
 631
 152,995
 16%$737
 123,008
 36
 21,067
 773
 144,075
 15%
By property:                          
Office buildings$130
 39,959
 2
 3,187
 132
 43,146
 5%$152
 36,237
 5
 2,618
 157
 38,855
 4%
Apartments24
 15,417
 
 8,857
 24
 24,274
 3
13
 16,886
 
 6,937
 13
 23,823
 3
Industrial/warehouse142
 15,801
 2
 1,847
 144
 17,648
 2
80
 15,711
 2
 1,303
 82
 17,014
 2
Retail (excluding shopping center)66
 16,873
 
 617
 66
 17,490
 2
98
 15,072
 10
 349
 108
 15,421
 2
Shopping center16
 11,835
 
 1,158
 16
 12,993
 1
83
 10,999
 
 1,364
 83
 12,363
 1
Hotel/motel8
 9,685
 4
 1,716
 12
 11,401
 1
86
 9,711
 
 1,574
 86
 11,285
 1
Real estate - other90
 6,849
 
 170
 90
 7,019
 1
Mixed use properties (2)93
 6,705
 
 447
 93
 7,152
 1
Institutional36
 3,247
 
 1,564
 36
 4,811
 1
39
 3,478
 
 1,888
 39
 5,366
 1
Collateral pool
 2,428
 
 7
 
 2,435
 *
Agriculture30
 2,613
 
 19
 30
 2,632
 *
80
 2,419
 
 7
 80
 2,426
 *
1-4 family structure
 10
 7
 2,460
 7
 2,470
 *
Other51
 6,186
 23
 2,925
 74
 9,111
 1
13
 3,362
 19
 4,573
 32
 7,935
 1
Total$593
 128,475
 38
 24,520
 631
 152,995
 16%$737
 123,008
 36
 21,067
 773
 144,075
 15%
*Less than 1%.
(1)
Includes a total of $118 million PCI loans, consisting of $108 million of real estate mortgage and $10 million of real estate construction, which are considered to be accruing due to the existence of the accretable yield and not based on consideration given to contractual interest payments.
(1)Includes 40 states; no state had loans in excess of $3.3 billion.
(2)
Includes 40 states; no state had loans in excess of $3.6 billion.
Mixed use properties are primarily owner occupied real estate, including data centers, flexible space leased to multiple tenants, light manufacturing and other specialized uses.




FOREIGN LOANS AND COUNTRY RISK EXPOSURE We classify loans for financial statement and certain regulatory purposes as foreign primarily based on whether the borrower’s primary address is outside of the United States. At SeptemberJune 30, 2017,2019, foreign loans totaled $68.8$73.0 billion, representing approximately 7%8% of our total consolidated loans outstanding, compared with $65.7$71.9 billion, or approximately 7%8% of total consolidated loans outstanding, at December 31, 2016.2018. Foreign loans were approximately 4% of our consolidated total assets at Septemberboth June 30, 20172019 and 3% at December 31, 2016.2018.
Our country risk monitoring process incorporates frequent dialogue with our financial institution customers, counterparties and regulatory agencies, enhanced by centralized monitoring of macroeconomic and capital markets conditions in the respective countries. We establish exposure limits for each country through a centralized oversight process based on customer needs, and in consideration of relevant economic, political, social, legal, and transfer risks. We monitor exposures closely and adjust our country limits in response to changing conditions.
We evaluate our individual country risk exposure based on our assessment of the borrower’s ability to repay, which gives consideration for allowable transfers of risk such as guarantees and collateral and may be different from the reporting based on the borrower’s primary address. Our largest single foreign country exposure based on our assessment of risk at SeptemberJune 30, 2017,2019, was the United Kingdom, which totaled $29.6$27.7 billion, or approximately 2%1% of our total assets, and included $7.1$4.2 billion of sovereign claims. Our United Kingdom sovereign claims arise predominantly from deposits we have placed with the Bank of England pursuant to regulatory requirements in support of our London branch. The United Kingdom officially announced its intention to leave the European Union (Brexit) on March 29, 2017, startingand the two-year negotiation process leading to its departure.departure has been extended to October 31, 2019. We continue to conduct assessments and are executingimplement plans for Brexit with our implementation plansprimary goal to ensure we can continue to prudently serve our customers post-Brexit.existing clients in the United Kingdom and the European Union as well as to continue to meet the needs of our domestic clients as they do business in the United Kingdom and the European Union. We have an existing authorized bank in Ireland and an asset management entity in Luxembourg. We also have obtained regulatory approval to establish a broker dealer in France. We plan to leverage these entities in order to continue to serve clients in the European Union. In addition, we are implementing actions where possible to mitigate the impact of Brexit on our supplier contracts, staffing and business operations in the European Union. For additional information on risks associated with Brexit, see the “Risk Factors” section in our 2018 Form 10-K.
 
We conduct periodic stress tests of our significant country risk exposures, analyzing the direct and indirect impacts on the risk of loss from various macroeconomic and capital markets scenarios. We do not have significant exposure to foreign country risks because our foreign credit exposure is relatively small. However, we have identified exposure to increased loss from U.S. borrowers associated with the potential impact of a regional or worldwide economic downturn on the U.S. economy. We seek to mitigate these potential impacts on the risk of loss through our normal risk management processes which include active monitoring and, if necessary, the application of aggressive loss mitigation strategies.
Table 14 provides information regarding our top 20 exposures by country (excluding the U.S.) and our Eurozone exposure, based on our assessment of risk, which gives consideration to the country of any guarantors and/or underlying collateral. OurWith respect to Table 14:
Lending exposure includes outstanding loans, unfunded credit commitments, and deposits with foreign banks. These balances are presented prior to Puerto Rico (considered partthe deduction of U.S. exposure) is largely through automobile lendingallowance for credit losses or collateral received under the terms of the credit agreements, if any.
Securities exposure represents debt and was not material to our consolidated countryequity securities of foreign issuers. Long and short positions are netted, and net short positions are reflected as negative exposure. For information on potential credit impacts from recent hurricanes, see the “Risk Management – Credit Risk Management – Credit Quality Overview” section and Note 5 (Loans and Allowance for Credit Losses) to Financial Statements in this Report.
Risk Management - Credit Risk Management (continued)

Table 14:Select Country Exposures-
 September 30, 2017 
 Lending (1)  Securities (2)  Derivatives and other (3)  Total exposure 
(in millions)Sovereign
 
Non-
sovereign

 Sovereign
 
Non-
sovereign

 Sovereign
 
Non-
sovereign

 Sovereign
 
Non-
sovereign (4)

 Total
Top 20 country exposures:                 
United Kingdom$7,079
 20,200
 
 1,852
 
 473
 7,079
 22,525
 29,604
Canada29
 18,240
 61
 189
 
 507
 90
 18,936
 19,026
Cayman Islands
 6,723
 
 
 
 151
 
 6,874
 6,874
Germany3,349
 1,664
 5
 162
 3
 392
 3,357
 2,218
 5,575
Ireland
 3,528
 
 118
 
 140
 
 3,786
 3,786
Bermuda
 2,827
 
 112
 
 196
 
 3,135
 3,135
China
 2,761
 (2) 182
 32
 30
 30
 2,973
 3,003
Netherlands
 2,278
 22
 285
 2
 247
 24
 2,810
 2,834
India
 2,092
 
 112
 
 
 
 2,204
 2,204
Luxembourg
 1,258
 
 656
 
 120
 
 2,034
 2,034
Guernsey
 1,971
 
 3
 
 3
 
 1,977
 1,977
Australia
 1,581
 
 282
 
 78
 
 1,941
 1,941
Brazil
 1,689
 
 17
 
 
 
 1,706
 1,706
Chile
 1,485
 
 21
 
 
 
 1,506
 1,506
South Korea
 1,352
 2
 85
 2
 8
 4
 1,445
 1,449
Switzerland
 1,210
 
 (2) 
 35
 
 1,243
 1,243
Jersey, Channel lslands
 645
 
 469
 
 14
 
 1,128
 1,128
Japan285
 710
 6
 42
 
 63
 291
 815
 1,106
France
 798
 
 205
 
 67
 
 1,070
 1,070
Mexico56
 925
 
 4
 
 4
 56
 933
 989
Total top 20 country exposures$10,798
 73,937
 94
 4,794
 39
 2,528
 10,931
 81,259
 92,190
Eurozone exposure:                 
Eurozone countries included in Top 20 above (5)$3,349
 9,526
 27
 1,426
 5
 966
 3,381
 11,918
 15,299
Austria
 590
 
 3
 
 3
 
 596
 596
Spain
 362
 
 54
 
 19
 
 435
 435
Belgium
 274
 
 (45) 
 5
 
 234
 234
Other Eurozone exposure (6)24
 211
 
 47
 
 
 24
 258
 282
Total Eurozone exposure$3,373
 10,963
 27
 1,485
 5
 993
 3,405
 13,441
 16,846
(1)
LendingDerivatives and other exposure includes funded loans and unfunded commitments, leveraged leases, and money market placements presented on a gross basis prior to the deduction of impairment allowance and collateral received under the terms of the credit agreements. For the countries listed above, includes $17 million in PCI loans to customers in Germany and the Netherlands, and $680 million in defeased leases secured primarily by U.S. Treasury and government agency securities.
(2)Represents exposure on debt and equity securities of foreign issuers. Long and short positions are netted and net short positions are reflected as negative exposure.
(3)
Represents counterparty exposure onrepresents foreign exchange andcontracts, derivative contracts, and securities resale agreements, and securities lending agreements. This exposure is presented net of counterparty netting adjustments and reduced by the amount of cash collateral.collateral, if any. It includes credit default swaps (CDS) predominantly used for market making activities in the U.S. and London basedU.S.-based trading businesses, which sometimes results in selling and purchasing protection on the identical reference entities. Generally, we do not use market instruments such as CDS to hedge the credit risk of our investmentinvestments or loan positions, although we do use them to manage risk in our trading businessesbusinesses. At SeptemberJune 30, 20172019, the gross notional amount of our CDS sold that reference assets in the Top 20 or Eurozone countries that contain non-sovereign debt was $348280 million, which was offset by the notional amount of CDS purchased of $469472 million. We did not have anyAt June 30, 2019, the gross notional amount of our CDS purchased or sold that reference pools of assets in the Top 20 or Eurozone countries that contain sovereign debt or wherewas $410 million, which was offset by the reference asset was solely the sovereign debtnotional amount of a foreign country.CDS purchased of $390 million.

Risk Management - Credit Risk Management (continued)

Table 14:Select Country Exposures
 June 30, 2019 
 Lending  Securities  Derivatives and other  Total exposure 
(in millions)Sovereign
 
Non-
sovereign

 Sovereign
 
Non-
sovereign

 Sovereign
 
Non-
sovereign

 Sovereign
 
Non-
sovereign (1)

 Total
Top 20 country exposures:                 
United Kingdom$4,193
 21,727
 
 1,552
 
 266
 4,193
 23,545
 27,738
Canada32
 17,696
 42
 258
 
 112
 74
 18,066
 18,140
Cayman Islands
 6,598
 
 43
 
 134
 
 6,775
 6,775
Ireland62
 4,464
 
 143
 
 163
 62
 4,770
 4,832
Bermuda
 3,634
 
 115
 
 73
 
 3,822
 3,822
Netherlands
 2,744
 95
 337
 
 32
 95
 3,113
 3,208
Luxembourg
 2,473
 
 583
 
 32
 
 3,088
 3,088
Germany
 2,304
 19
 228
 
 305
 19
 2,837
 2,856
China
 2,345
 15
 339
 15
 25
 30
 2,709
 2,739
Guernsey
 2,704
 
 
 
 1
 
 2,705
 2,705
France
 1,999
 
 67
 39
 1
 39
 2,067
 2,106
Australia
 1,913
 
 51
 
 1
 
 1,965
 1,965
India
 1,824
 
 66
 
 
 
 1,890
 1,890
Chile1
 1,734
 
 (1) 
 103
 1
 1,836
 1,837
Brazil
 1,772
 
 2
 5
 
 5
 1,774
 1,779
South Korea
 1,364
 1
 60
 
 7
 1
 1,431
 1,432
Virgin Islands (British)
 1,276
 
 45
 
 
 
 1,321
 1,321
Japan311
 1,042
 3
 (49) 
 8
 314
 1,001
 1,315
United Arab Emirates
 1,262
 
 2
 
 
 
 1,264
 1,264
Mexico
 1,156
 
 7
 
 1
 
 1,164
 1,164
Total top 20 country exposures$4,599
 82,031
 175
 3,848
 59
 1,264
 4,833
 87,143
 91,976
Eurozone exposure:                 
Eurozone countries included in Top 20 above (2)$62
 13,984
 114
 1,358
 39
 533
 215
 15,875
 16,090
Belgium
 545
 
 (66) 
 2
 
 481
 481
Spain
 405
 
 25
 
 1
 
 431
 431
Austria
 265
 
 (2) 
 
 
 263
 263
Other Eurozone exposure (3)
 218
 
 88
 
 
 
 306
 306
Total Eurozone exposure$62
 15,417
 114
 1,403
 39
 536
 215
 17,356
 17,571
(4)(1)
For countries presented in the table, total non-sovereign exposure comprises $39.9$44.4 billion exposure to financial institutions and $42.9$44.2 billion to non-financial corporations at SeptemberJune 30, 2017.
2019.
(5)(2)Consists of exposure to Germany, Ireland, Netherlands, Luxembourg, Germany and France included in Top 20.
(6)(3)
Includes non-sovereign exposure to Italy, Portugal, and Greece in the amount of $133$135 million,, $17 $19 million and $1$3 million,, respectively. We had no sovereign debt exposure to Portugal and Greece, and the exposure to Italy was immaterialin these countries at SeptemberJune 30, 2017.
2019.


REAL ESTATE 1-4 FAMILY FIRST AND JUNIOR LIEN MORTGAGE LOANSOur real estate 1-4 family first and junior lien mortgage loans asare presented in Table 15, include loans we have made to customers and retained as part of our asset/liability management strategy, the Pick-a-Pay portfolio acquired from
Wachovia which is discussed later in this Report and other purchased loans, and loans included on our balance sheet as a result of consolidation of variable interest entities (VIEs).15.
Table 15:Real Estate 1-4 Family First and Junior Lien Mortgage Loans
September 30, 2017  December 31, 2016 June 30, 2019  December 31, 2018 
(in millions)Balance
 
% of
portfolio

 Balance
 
% of
portfolio

Balance
 
% of
portfolio

 Balance
 
% of
portfolio

Real estate 1-4 family first mortgage$280,173
 87% $275,579
 86%$286,427
 90% $285,065
 89%
Real estate 1-4 family junior lien mortgage41,152
 13
 46,237
 14
32,068
 10
 34,398
 11
Total real estate 1-4 family mortgage loans$321,325
 100% $321,816
 100%$318,495
 100% $319,463
 100%


The real estate 1-4 family mortgage loan portfolio includes some loans with adjustable-rate features and some with an interest-only feature as part of the loan terms. Interest-only loans were approximately 5%3% and 7%4% of total loans at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively. We believe we have manageable adjustable-rate mortgage (ARM) reset risk across our owned mortgage loan portfolios. We do not offer option ARM products, nor do we offer variable-rate mortgage products with fixed payment amounts, commonly referred to within the financial services industry as negative amortizing mortgage loans. The option ARMs we do have are included in the Pick-a-Pay portfolio which was acquired from Wachovia. Since our acquisition of the Pick-a-Pay loan portfolio at the end of 2008, the option payment portion of the portfolio has reduced from 86% to 36% at September 30, 2017, as a result of our modification and loss mitigation efforts. For more information, see the “Pick-a-Pay“Risk Management – Credit Risk Management – Real Estate 1-4 Family First and Junior Lien Mortgage Loans – Pick-a-Pay Portfolio” section in this Report.
We continue to modify real estate 1-4 family mortgage loans to assist homeowners and other borrowers experiencing financial difficulties. For more information on our modification programs, see the “Risk Management – Credit Risk Management – Real Estate 1-4 Family First and Junior Lien Mortgage Loans” section in our 20162018 Form 10-K.
Part of our credit monitoring includes tracking delinquency, current FICO scores and loan/combined loan to collateral values (LTV/CLTV) on the entire real estate 1-4 family mortgage loan portfolio. These credit risk indicators, which exclude government insured/guaranteed loans, continued to improve in thirdsecond quarter 20172019 on the non-PCI mortgage portfolio. Loans 30 days or more delinquent at SeptemberJune 30, 2017,2019, totaled $5.3$3.4 billion, or 2%1% of total non-PCI mortgages, compared with $5.9$4.0 billion, or 2%1%, at December 31, 2016.2018. Loans with FICO scores lower than 640 totaled $12.2$8.3 billion, or 4%3% of total non-PCI mortgages at SeptemberJune 30, 2017,2019, compared with $16.6$9.7 billion, or 5%3%, at December 31, 2016.2018. Mortgages with a LTV/CLTV greater than 100% totaled $6.7$3.3 billion at SeptemberJune 30, 2017,2019, or 2%1% of total non-PCI mortgages, compared with $8.9$3.9 billion, or 3%1%, at December 31, 2016.2018. Information regarding credit quality indicators, including PCI credit quality indicators can be found in Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report.
Real estate 1-4 family first and junior lien mortgage loans by state are presented in Table 16. Our real estate 1-4 family non-PCI mortgage loans (including PCI loans) to borrowers in California represented approximately 13% of total loans at SeptemberJune 30, 2017,2019, located mostlypredominantly within the larger metropolitan areas, with no single California metropolitan area consisting of more than 5% of total loans. We monitor changes in real estate values and underlying economic or market conditions for all geographic areas of our real estate 1-4 family first and junior lien mortgage portfolioportfolios as part of
our credit risk management process. Our underwriting and periodic review of loans and lines secured by residential real estate collateral includes appraisals or estimates from automated valuation models (AVMs) to support property values. Additional information about AVMs and our policy for their use can be
found in Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report and the “Risk Management – Credit Risk Management – Real Estate 1-4 Family First and Junior Lien Mortgage Loans” section in our 20162018 Form 10-K.
Table 16:Real Estate 1-4 Family First and Junior Lien Mortgage Loans by State
September 30, 2017 June 30, 2019 
(in millions)
Real estate
1-4 family
first
mortgage

 
Real estate
1-4 family
junior lien
mortgage

 
Total real
estate 1-4
family
mortgage

 
% of
total
loans

Real estate
1-4 family
first
mortgage

 
Real estate
1-4 family
junior lien
mortgage

 
Total real
estate 1-4
family
mortgage

 
% of
total
loans

Real estate 1-4 family loans (excluding PCI):              
California$99,380
 11,006
 110,386
 12%$113,523
 8,812
 122,335
 13%
New York26,008
 1,989
 27,997
 3
30,032
 1,612
 31,644
 3
New Jersey13,923
 2,955
 16,878
 2
Florida13,278
 3,824
 17,102
 2
11,943
 2,853
 14,796
 2
New Jersey13,116
 3,704
 16,820
 2
Washington10,380
 719
 11,099
 1
Virginia7,899
 2,442
 10,341
 1
8,627
 1,858
 10,485
 1
Washington8,589
 900
 9,489
 1
Texas8,732
 746
 9,478
 1
8,746
 626
 9,372
 1
North Carolina6,053
 1,930
 7,983
 1
5,883
 1,484
 7,367
 1
Pennsylvania5,681
 2,275
 7,956
 1
5,341
 1,792
 7,133
 1
Other (1)64,530
 12,307
 76,837
 8
65,496
 9,342
 74,838
 8
Government insured/
guaranteed loans (2)
13,606
 
 13,606
 1
11,374
 
 11,374
 1
Real estate 1-4 family loans (excluding PCI)266,872
 41,123
 307,995
 33
285,268
 32,053
 317,321
 34
Real estate 1-4 family PCI loans (3)13,301
 29
 13,330
 1
1,159
 15
 1,174
 
Total$280,173
 41,152
 321,325
 34%$286,427
 32,068
 318,495
 34%
(1)
Consists of 41 states; no state had loans in excess of $6.9 billion.
$7.0 billion.
(2)Represents loans whose repayments are predominantly insured by the Federal Housing Administration (FHA) or guaranteed by the Department of Veterans Affairs (VA).
(3)
Includes $9.1 billion in real estate 1-4 family mortgage PCI loans in California.


Risk Management - Credit Risk Management (continued)(continued)


First Lien Mortgage PortfolioOur total real estate 1-4 family first lien mortgage portfolio increased $3.6$1.9 billion and $1.4 billion in thirdthe second quarter 2017 and $4.6first half of 2019, respectively. The increase was the result of retaining mortgage loan originations of $19.8 billion and $30.4 billion in the second quarter and first half of 2019, respectively, partially offset by paydowns, $1.6 billion and $3.5 billion of sales of Pick-a-Pay PCI loans in the second quarter and first half of 2019, respectively, and the reclassification in second quarter 2019 of $1.8 billion of mortgage loans to MLHFS. In addition, nonconforming mortgage loan originations of $658 million in second quarter 2019 and $1.4 billion in the first nine monthshalf of 2017,2019 that would have otherwise been included in this portfolio were designated as non-conforming loan growth was partially offset by a declineMLHFS in Pick-a-Pay loan balances. We retained $14.2 billion and $36.6 billion in non-conforming originations, consistinganticipation of loans that exceed conventional conforming loan amount limits established by federal government-sponsored entities (GSEs) in the third quarter and first nine monthsfuture issuance of 2017, respectively.residential mortgage-backed securities.
The credit performance associated with our real estate 1-4 family first lien mortgage portfolio continued to improveimproved in thirdsecond quarter 2017,
2019, as measured through net charge-offs and nonaccrual loans. Net charge-offs (annualized) as a percentage of average real estate 1-4 family first lien mortgage loans improved
towas a net recovery of 0.02%0.04% and 0.01%0.03% in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, compared with a net charge-offrecovery of 0.03% and 0.04% for both the same periods a year ago. Nonaccrual loans were $4.2$2.4 billion at SeptemberJune 30, 2017, compared with $5.0 billion at2019, down $758 million from December 31, 2016. Improvement2018. The decrease in the credit performancenonaccrual loans from December 31, 2018, was driven by an improving housing environment. Real estate 1-4 family first lien mortgagethe reclassification of nonaccrual loans originated after 2008, which generally utilized tighter underwriting standards, have resultedto MLHFS in minimal lossesanticipation of future sales, nonaccrual loan sales, and a reduction in inflows due to date and were approximately 77% of our total real estate 1-4 family first lien mortgage portfolio as of September 30, 2017.credit stabilization.
Table 17 shows certain delinquency and loss information for the first lien mortgage portfolio and lists the top five states by outstanding balance.
Table 17:First Lien Mortgage Portfolio Performance
Outstanding balance  % of loans 30 days or more past due Loss (recovery) rate (annualized) quarter ended Outstanding balance  % of loans 30 days or more past due Loss (recovery) rate (annualized) quarter ended 
(in millions)Sep 30,
2017

Dec 31,
2016

 Sep 30,
2017

Dec 31,
2016
 Sep 30,
2017

Jun 30,
2017

Mar 31,
2017

Dec 31,
2016

Sep 30,
2016

Jun 30,
2019

Dec 31,
2018

 Jun 30,
2019

Dec 31,
2018
 Jun 30,
2019

Mar 31,
2019

Dec 31,
2018

Sep 30,
2018

Jun 30,
2018

California$99,380
94,015
 0.97%1.21 (0.09)(0.08)(0.05)(0.08)(0.08)$113,523
109,092
 0.55%0.68 (0.04)(0.03)(0.04)(0.05)(0.07)
New York26,008
23,815
 1.75
1.97 0.05
0.02
0.06
0.04
0.07
30,032
28,954
 1.00
1.12 
0.02
0.02
0.04
0.09
New Jersey13,923
13,811
 1.60
1.91 (0.06)0.08
0.05
(0.02)0.02
Florida13,278
13,737
 4.17
3.62 (0.22)(0.18)(0.08)(0.18)(0.04)11,943
12,350
 2.22
2.58 (0.11)(0.10)(0.18)(0.22)(0.15)
New Jersey13,116
12,669
 2.83
3.66 0.15
0.17
0.22
0.21
0.37
Texas8,732
8,584
 2.60
2.19 

(0.01)(0.01)0.06
Washington10,380
9,677
 0.42
0.57 (0.03)(0.04)(0.06)(0.06)(0.06)
Other92,752
91,136
 2.11
2.51 0.02
0.01
0.05
0.06
0.10
94,093
93,261
 1.40
1.70 (0.06)(0.02)(0.03)(0.03)(0.03)
Total253,266
243,956
 1.79
2.07 (0.03)(0.03)0.01

0.03
273,894
267,145
 1.01
1.23 (0.04)(0.02)(0.03)(0.04)(0.04)
Government insured/guaranteed loans13,606
15,605
    11,374
12,932
    
PCI13,301
16,018
    1,159
4,988
    
Total first lien mortgages$280,173
275,579
    $286,427
285,065
    

Pick-a-Pay PortfolioThe Pick-a-Pay portfolio was one of the consumer residential first lien mortgage portfolios we acquired from Wachovia and a majority of the portfolio was identified as PCI loans.
The Pick-a-Pay portfolio includes loans that offer payment options (Pick-a-Pay option payment loans), and also includes loans that were originated without the option payment feature, loans that no longer offer the option feature as a result of our modification efforts since the acquisition, and loans where the customer voluntarily converted to a fixed-rate product. The Pick-a-Pay portfolio is included in the consumer real estate 1-4 family
first mortgage class of loans throughout this
Report. Pick-a-Pay option payment loans may have fixed or adjustable rates with payment options that include a minimum payment, an interest-only payment or fully amortizing payment (both 15 and 30 year options). Table 18 provides balances by types of loans as of SeptemberJune 30, 2017, as a result of modification efforts, compared to the types of loans included in the portfolio at acquisition. Total adjusted unpaid principal balance of PCI Pick-a-Pay loans was $17.3 billion at September 30, 2017, compared with $61.0 billion at acquisition. Due to loan modification and loss mitigation efforts, the adjusted unpaid principal balance of option payment PCI loans has declined to 14% of the total Pick-a-Pay portfolio at September 30, 2017, compared with 51% at acquisition.2019.
Table 18:Pick-a-Pay Portfolio – Comparison to Acquisition Date
  December 31, 
September 30, 2017  2016  2008 June 30, 2019  December 31, 2018 
(in millions)
Adjusted
unpaid
principal
balance (1)

 
% of
total

 
Adjusted
unpaid
principal
balance (1)

 
% of
total

 
Adjusted
unpaid
principal
balance (1)

 
% of
total

Adjusted
unpaid
principal
balance (1)

 
% of
total

 
Adjusted
unpaid
principal
balance (1)

 
% of
total

Option payment loans$11,460
 36% $13,618
 37% $99,937
 86%$5,618
 52% $8,813
 50%
Non-option payment adjustable-rate
and fixed-rate loans
3,951
 13
 4,630
 13
 15,763
 14
2,433
 22
 2,848
 16
Full-term loan modifications15,958
 51
 18,598
 50
 
 
2,783
 26
 6,080
 34
Total adjusted unpaid principal balance$31,369
 100% $36,846
 100% $115,700
 100%$10,834
 100% $17,741
 100%
Total carrying value$27,295
   32,292
   95,315
  $10,512
   16,115
  
(1)Adjusted unpaid principal balance includes write-downs taken on loans where severe delinquency (normally 180 days) or other indications of severe borrower financial stress exist that indicate there will be a loss of contractually due amounts upon final resolution of the loan.


Table 19 reflects the geographic distribution of the Pick-a-Pay portfolio broken out between PCI loans and all other loans. The LTV ratio is a useful metric in evaluating future real estate 1-4 family first mortgage loan performance, including potential charge-offs. Because PCI loans were initially recorded at fair value, including write-downs for expected credit losses, the ratio
of the carrying value to the current collateral value will be lower compared with the LTV based on the adjusted unpaid principal balance. For informational purposes, we have included both ratios for PCI loans in the following table.
Table 19:Pick-a-Pay Portfolio (1)
 September 30, 2017 
 PCI loans  All other loans 
(in millions)
Adjusted
unpaid
principal
balance (2)

 
Current
LTV
ratio (3)

 
Carrying
value (4)

 
Ratio of
carrying
value to
current
value (5)

 
Carrying
value (4)

 
Ratio of
carrying
value to
current
value (5)

California$11,753
 61% $9,033
 47% $6,703
 44%
Florida1,481
 69
 1,076
 49
��1,439
 54
New Jersey586
 76
 429
 55
 953
 62
New York446
 69
 363
 52
 477
 59
Texas135
 48
 102
 36
 570
 37
Other2,928
 68
 2,208
 51
 3,942
 56
Total Pick-a-Pay loans$17,329
 64
 $13,211
 48
 $14,084
 50
            
(1)
The individual states shown in this table represent the top five states based on the total net carrying value of the Pick-a-Pay loans at the beginning of 2017.
(2)Adjusted unpaid principal balance includes write-downs taken on loans where severe delinquency (normally 180 days) or other indications of severe borrower financial stress exist that indicate there will be a loss of contractually due amounts upon final resolution of the loan.
(3)The current LTV ratio is calculated as the adjusted unpaid principal balance divided by the collateral value. Collateral values are generally determined using automated valuation models (AVM) and are updated quarterly. AVMs are computer-based tools used to estimate market values of homes based on processing large volumes of market data including market comparables and price trends for local market areas.
(4)Carrying value does not reflect related allowance for loan losses but does reflect remaining purchase accounting adjustments and any charge-offs.
(5)The ratio of carrying value to current value is calculated as the carrying value divided by the collateral value.

Since the Wachovia acquisition, we have completed over 137,800 proprietary and Home Affordability Modification Program (HAMP) Pick-a-Pay loan modifications, including over 200 modifications in third quarter 2017. Pick-a-Pay loan modifications have resulted in over $6.1 billion of principal forgiveness since December 31, 2008. We have also provided interest rate reductions and loan term extensions to enable sustainable homeownership for our Pick-a-Pay customers. As a result of these loss mitigation programs, approximately 71% of our Pick-a-Pay PCI adjusted unpaid principal balance as of September 30, 2017 has been modified.
The predominant portion of our remaining PCI loans is included in the Pick-a-Pay portfolio. We regularly evaluate our estimatesTotal carrying value of cash flows expected to be collected on our PCI loans. Our cash flows expected to be collected have been favorably affected over time by lower expected defaults and losses as a result of observed and forecasted economic strengthening, particularly in housing prices, and our loan modification efforts. When we periodically update our cash flow estimates we have historically expected that the credit-stressed borrower characteristics and distressed collateral values associated with our Pick-a-Pay PCI loans would limit the abilitywas $1.1 billion at June 30, 2019, compared with $4.9 billion at December 31, 2018. During second quarter 2019, we sold $1.9 billion of these borrowers to prepay their loans, thus increasing the future expected weighted-average life of the portfolio since acquisition. However, the higher prepayment trend that emerged in our Pick-a-Pay PCI loans portfoliothat resulted in a gain of $721 million. We also expect to close on the prior year, which we attribute to the benefitssale of home price appreciation has continued to result in more loan (unpaid principal balance) to value ratios reaching an important industry refinancing inflection pointapproximately $500 million of below 80%. As a result, we have continued to experience an increased level of borrowers qualifying for products to refinance their loans which may not have previously been available to them. Therefore, during first quarter 2017, we revised our Pick-a-Pay PCI loan cash flow estimates to reflect our expectation that the modified portion of the portfolio will have higher prepayments over the remainder of
its life. The increaseloans in expected prepayments in the firstthird quarter and passage of time lowered our estimated weighted-average life to approximately 6.8 years at September 30, 2017, from 7.4 years at December 31, 2016.2019. The accretable yield balance related toof our Pick-a-Pay PCI loan portfolio declined $104was $411 million ($126594 million for all PCI loans) during third quarter 2017, driven by realized accretion of $315 millionat June 30, 2019, compared with $2.8 billion ($340 million3.0 billion for all PCI loans), $233 million reclassification from nonaccretable difference for loans with improving cash flows at December 31, 2018. The estimated weighted-average life was approximately 5.2 years and a $22 million reduction in expected interest cash flows resulting from improved cash flow timing.5.5 years at June 30, 2019 and December 31, 2018, respectively. The accretable yield percentage for Pick-a-Pay PCI loans for thirdsecond quarter 20172019 was 9.32%11.56%, up from 8.22% for fourth quarter 2016, due to an increase in the amount of accretable yield relative to the shortened weighted-average life. Due to the improving cash flow timing,and we expect the accretable yield percentage to be 9.83%increase to approximately 12.24% for fourththird quarter 2017.
Since acquisition, due to better than expected performance observed on the PCI portion of the Pick-a-Pay portfolio compared with the original acquisition estimates, we have reclassified $8.9 billion from the nonaccretable difference to the accretable yield. Fluctuations in the accretable yield are driven by changes in interest rate indices for variable rate PCI loans, prepayment assumptions, and expected principal and interest payments over the estimated life of the portfolio, which will be affected by the pace and degree of improvements in the U.S. economy and housing markets and projected lifetime performance resulting from loan modification activity. Changes in the projected timing of cash flow events, including loan liquidations, modifications and short sales, can also affect the accretable yield and the estimated weighted-average life of the portfolio.2019.
For furtheradditional information on the judgment involved in estimating expected cash flows for PCI loans, see the “Critical Accounting Policies – Purchased Credit-Impaired Loans” section and Note 1 (Summary of Significant Accounting Policies) to Financial Statements in our 20162018 Form 10-K.

Risk Management - Credit Risk Management (continued)(continued)


For further information on the Pick-a-Pay portfolio, including recast risk, deferral of interest and loan modifications, see the “Risk Management – Credit Risk Management – Pick-a-Pay Portfolio” section in our 2016 Form 10-K.
Junior Lien Mortgage Portfolio  The junior lien mortgage portfolio consists of residential mortgage lines and loans that are subordinate in rights to an existing lien on the same property. It is not unusual for these lines and loans to have draw periods, interest only payments, balloon payments, adjustable rates and similar features. Junior lien loan products are mostly amortizing payment loans with fixed interest rates and repayment periods between five to 30 years. 
We continuously monitor the credit performance of our junior lien mortgage portfolio for trends and factors that influence the frequency and severity of loss. We have observed that the severity of loss for junior lien mortgages is high and generally not affected by whether we or a third party own or service the related first lien mortgage, but the frequency of delinquency is typically lower when we own or service the first lien mortgage. In general, we have limited information available on the delinquency status of the third party owned or serviced seniorfirst lien where we also hold a junior lien. To capture this inherent loss content, our allowance process for junior lien mortgages considers the relative difference in loss experience for
junior lien mortgages behind first lien mortgage loans we own or service, compared with those behind first lien mortgage loans owned or serviced by third parties. In addition, our allowance
process for junior lien mortgages that are current, but are in their revolving period, considers the inherent loss where the borrower is delinquent on the corresponding first lien mortgage loans.
Table 2019 shows certain delinquency and loss information for the junior lien mortgage portfolio and lists the top five states by outstanding balance. The decrease in outstanding balances since December 31, 2016,2018, predominantly reflects loan paydowns. As of SeptemberJune 30, 2017, 10%2019, 6% of the outstanding balance of the junior lien mortgage portfolio was associated with loans that had a combined loan to value (CLTV) ratio in excess of 100%. Of those junior lien mortgages with a CLTV ratio in excess of 100%, 2.96%3% were 30 days or more past due. CLTV means the ratio of the total loan balance of first lien mortgages and junior lien mortgages (including unused line amounts for credit line products) to property collateral value. The unsecured portion (the outstanding amount that was in excess of the most recent property collateral value) of the outstanding balances of these loans totaled 3%2% of the junior lien mortgage portfolio at SeptemberJune 30, 2017.2019. For additional information on consumer loans by LTV/CLTV, see Table 5.126.12 in Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report.
Table 20:19:Junior Lien Mortgage Portfolio Performance
Outstanding balance  % of loans 30 days or more past due Loss (recovery) rate (annualized) quarter ended Outstanding balance  % of loans 30 days or more past due Loss (recovery) rate (annualized) quarter ended 
(in millions)Sep 30,
2017

 Dec 31,
2016

 Sep 30,
2017

 Dec 31,
2016
 Sep 30,
2017

 Jun 30,
2017

 Mar 31,
2017

 Dec 31,
2016

 Sep 30,
2016

Jun 30,
2019

 Dec 31,
2018

 Jun 30,
2019

 Dec 31,
2018
 Jun 30,
2019

 Mar 31,
2019

 Dec 31,
2018

 Sep 30,
2018

 Jun 30,
2018

California$11,006
 12,539
 1.89% 1.86 (0.46) (0.42) (0.37) (0.18) (0.13)$8,812
 9,338
 1.64% 1.67 (0.40) (0.39) (0.33) (0.51) (0.56)
New Jersey2,955
 3,152
 2.77
 2.57 (0.07) 0.12
 0.03
 0.24
 0.28
Florida3,824
 4,252
 2.78
 2.17 0.06
 (0.10) 0.30
 0.47
 0.56
2,853
 3,140
 2.82
 2.73 (0.11) (0.05) 0.07
 0.12
 (0.05)
New Jersey3,704
 4,031
 2.79
 2.79 0.58
 0.44
 1.06
 1.36
 0.96
Virginia2,442
 2,696
 1.93
 1.97 0.33
 0.17
 0.48
 0.67
 0.55
1,858
 2,020
 2.03
 1.91 (0.17) 0.14
 0.04
 0.16
 0.30
Pennsylvania2,275
 2,494
 2.07
 2.07 0.47
 0.29
 0.67
 1.01
 0.75
1,792
 1,929
 2.19
 2.10 (0.19) 0.04
 0.25
 0.18
 0.13
Other17,872
 20,189
 2.11
 2.09 0.06
 0.05
 0.28
 0.39
 0.51
13,783
 14,802
 1.99
 2.12 (0.22) (0.03) (0.11) (0.05) (0.06)
Total41,123

46,201
 2.16
 2.09 
 (0.03) 0.21
 0.38
 0.40
32,053

34,381
 2.05
 2.08 (0.24) (0.10) (0.11) (0.10) (0.13)
PCI29
 36
            15
 17
            
Total junior lien mortgages$41,152
 46,237
            $32,068
 34,398
            




Our junior lien, as well as first lien, lines of credit portfolios generally have draw periods of 10, 15 or 20 years with variable interest rate and payment options available during the draw period of (1) interest only or (2) 1.5% of outstanding principal balance plus accrued interest. As of June 30, 2019, lines of credit in a draw period primarily used the interest-only option. During the draw period, the borrower has the option of converting all or a portion of the line from a variable interest rate to a fixed rate with terms including interest-only payments for a fixed period between three to seven years or a fully amortizing payment with a fixed period between five to 30 years. At the end of the draw period, a line of credit generally converts to an amortizing payment schedule with repayment terms of up to 30 years based on the balance at time of conversion. Certain lines and loans have been structured with a balloon payment, which requires full repayment of the outstanding balance at the end of the term period. The conversion of lines or loans to fully amortizing or balloon payoff may result in a significant payment increase, which can affect some borrowers’ ability to repay the outstanding balance.
On a monthly basis, we monitor the payment characteristics of borrowers in our first and junior lien portfolio.lines of credit portfolios. In September 2017,June 2019, approximately 48%46% of these borrowers paid only the minimum amount due and approximately 46%49% paid more than the minimum amount due. The rest were either delinquent or paid less than the minimum amount due. For the borrowers with an
interest only payment feature, approximately 33%31% paid only the minimum amount due and approximately 62%63% paid more than the minimum amount due.
The lines that enter their amortization period may experience higher delinquencies and higher loss rates than the ones in their draw or term period. We have considered this increased inherent risk in our allowance for credit loss estimate.
In anticipation of our borrowers reaching the end of their contractual commitment, we have created a program to inform, educate and help these borrowers transition from interest-only to fully-amortizing payments or full repayment. We monitor the performance of the borrowers moving through the program in an effort to refine our ongoing program strategy.
Table 2120 reflects the outstanding balance of our portfolio of junior lien mortgages, including lines and loans, and seniorfirst lien lines segregated into scheduled end of draw or end of term periods and products that are currently amortizing, or in balloon repayment status. It excludes real estate 1-4 family first lien line reverse mortgages, which total $144$94 million, because they are predominantly insured by the FHA, and it excludes PCI loans, which total $51$30 million, because their losses were generally reflected in our nonaccretable difference established at the date of acquisition. At June 30, 2019, $531 million, or 2%, of lines in their draw period were 30 days or more past due, compared with $431 million, or 4%, of amortizing lines of credit. Included in the amortizing amounts in Table 20 is $51 million of end-of-term balloon payments which were past due. The unfunded credit commitments for junior and first lien lines totaled $59.6 billion at June 30, 2019.
Table 21:20:Junior Lien Mortgage Line and Loan and SeniorFirst Lien Mortgage Line Portfolios Payment Schedule
    Scheduled end of draw / term       Scheduled end of draw / term   
(in millions)Outstanding balance September 30, 2017
 Remainder of 2017
 2018
 2019
 2020
 2021
 
2022 and
thereafter (1)

 Amortizing
Outstanding balance June 30, 2019
 Remainder of 2019
 2020
 2021
 2022
 2023
 
2024 and
thereafter (1)

 Amortizing
Junior lien lines and loans$41,123
 538
 1,771
 770
 703
 1,410
 22,562
 13,369
$32,053
 165
 405
 984
 3,636
 2,501
 14,043
 10,319
First lien lines13,809
 89
 578
 284
 263
 616
 9,899
 2,080
11,059
 58
 164
 460
 1,749
 1,307
 5,437
 1,884
Total (3)$54,932
 627
 2,349
 1,054
 966
 2,026
 32,461
 15,449
$43,112
 223
 569
 1,444
 5,385
 3,808
 19,480
 12,203
% of portfolios100% 1
 4
 2
 2
 4
 59
 28
100% 1
 1
 3
 12
 9
 45
 29
End-of-term balloon payments included in Total$764
 75
 185
 322
 153
 6
 23
  
(1)
Substantially all lines and loans are scheduled to convert to amortizing loans by the end of 2026,2028, with annual scheduled amounts through that date2028 ranging from $4.2$2.1 billion to $7.2$5.3 billion and averaging $6.1$3.6 billion per year.
(2)
Junior and first lien lines are mostly interest-only during their draw period. The unfunded credit commitments for junior and first lien lines totaled $63.1 billion at September 30, 2017.
(3)
Includes scheduled end-of-term balloon payments for lines and loans totaling $52 million, $257 million, $278 million, $304 million, $479 million and $279 million for 2017, 2018, 2019, 2020, 2021, and 2022 and thereafter, respectively. Amortizing lines and loans include $100 million of end-of-term balloon payments, which are past due. At September 30, 2017, $533 million, or 4% of outstanding lines of credit that are amortizing, are 30 days or more past due compared to $649 million or 2% for lines in their draw period.
CREDIT CARDS  Our credit card portfolio totaled $36.2$38.8 billion at SeptemberJune 30, 2017,2019, which represented 4% of our total outstanding loans. The net charge-off rate (annualized) for our credit card portfolio was 3.08%3.68% for thirdsecond quarter 2017,2019, compared with 2.82%3.61% for thirdsecond quarter 20162018 and 3.43%3.71% and 3.07%3.65% for the first nine monthshalf of 20172019 and 2016, respectively, principally from seasoning of newer vintages.2018, respectively.
 
AUTOMOBILEOur automobile portfolio, predominantly composed of indirect loans, totaled $55.5$45.7 billion at SeptemberJune 30, 2017.2019. The net charge-off rate (annualized) for our automobile portfolio was 1.41%0.46% for thirdsecond quarter 2017,2019, compared with 0.87%0.93% for thirdsecond quarter 20162018 and 1.12%0.64% and 0.77%1.30% for the first nine monthshalf of 20172019 and 2016,2018, respectively. The increasedecreases in the net charge-offscharge-off rate in 2017,the second quarter and first half of 2019, compared with 2016, was due to increased loss severities resulting from a temporary moratoriumthe same periods in 2018, were driven by lower losses on certain repossessions for customers who have had collateral protection insurance (CPI) policies purchased on their behalf while we remediate the previously disclosed CPI issues, as well as updated industry regulatory guidance regarding the timing of loss recognition for automobile loans in bankruptcy, and also reflected the current trend of increased charge-offs in the automobile lending industry.

higher quality originations.
 
OTHER REVOLVING CREDIT AND INSTALLMENTOther revolving credit and installment loans totaled $38.7$34.7 billion at SeptemberJune 30, 2017,2019, and primarily included student and securities-based loans. Our private student loan portfolio totaled $12.2$10.9 billion at SeptemberJune 30, 2017. All remaining student loans guaranteed by agencies on behalf of the U.S. Department of Education under the Federal Family Education Loan Program (FFELP) were sold as of March 31, 2017.2019. The net charge-off rate (annualized) for other revolving credit and installment loans was 1.56% for second quarter 2019, compared with 1.44% for thirdsecond quarter 2017, compared with 1.40%2018 and 1.52% for third quarter 2016 and 1.54% and 1.38% forboth the first nine monthshalf of 20172019 and 2016, respectively.

2018.
Risk Management - Credit Risk Management (continued)(continued)


NONPERFORMING ASSETS (NONACCRUAL LOANS AND FORECLOSED ASSETS)Table 2221 summarizes nonperforming assets (NPAs) for each of the last four quarters. Total NPAs decreased $512 million$1.0 billion from secondfirst quarter 20172019 to $9.3 billion with improvement across our consumer and commercial portfolios.$6.3 billion. Nonaccrual loans decreased $437$983 million from secondfirst quarter 20172019 to $8.6$5.9 billion, reflecting declinesdue to a decline in commercial and industrialconsumer nonaccruals from the reclassification of $373 million in real estate 1-4 family first mortgage nonaccrual loans to MLHFS, as well as continued lower consumer real estate nonaccruals.other broad-based improvement across several commercial industry categories. Foreclosed assets of $706$377 million were down $75
$59 million from secondfirst quarter 2017.

We2019. For information about when we generally place loans on nonaccrual status, when:
the full and timely collectionsee Note 1 (Summary of interest or principal becomes uncertain (generally based on an assessment of the borrower’s financial condition and the adequacy of collateral, if any);
they are 90 days (120 days with respectSignificant Accounting Policies) to real estate 1-4 family first and junior lien mortgages) past due for interest
or principal, unless both well-secured andFinancial Statements in the process of collection;
part of the principal balance has been charged off;
for junior lien mortgages, we have evidence that the related first lien mortgage may be 120 days past due or in the process of foreclosure regardless of the junior lien delinquency status; or
consumer real estate and automobile loans receive notification of bankruptcy, regardless of their delinquency status.

our 2018 Form 10-K. Credit card loans are not placed on nonaccrual status, but are generally fully charged off when the loan reaches 180 days past due. For additional information on impaired loans, see Note 6 (Loans and Allowance for Credit Losses) to Financial Statements in this Report.

Table 22:21:Nonperforming Assets (Nonaccrual Loans and Foreclosed Assets)
 September 30, 2017  June 30, 2017  March 31, 2017  December 31, 2016  June 30, 2019  March 31, 2019  December 31, 2018  September 30, 2018 
($ in millions) Balance
 
% of
total
loans

 Balance
 
% of
total
loans

 Balance
 
% of
total
loans

 Balance
 
% of
total
loans

 Balance
 
% of
total
loans

 Balance
 
% of
total
loans

 Balance
 
% of
total
loans

 Balance
 
% of
total
loans

Nonaccrual loans:                                
Commercial:                                
Commercial and industrial $2,397
 0.73% $2,632
 0.79% $2,898
 0.88% $3,216
 0.97% $1,634
 0.47% $1,986
 0.57% $1,486
 0.42% $1,555
 0.46%
Real estate mortgage 593
 0.46
 630
 0.48
 672
 0.51
 685
 0.52
 737
 0.60
 699
 0.57
 580
 0.48
 603
 0.50
Real estate construction 38
 0.15
 34
 0.13
 40
 0.16
 43
 0.18
 36
 0.17
 36
 0.16
 32
 0.14
 44
 0.19
Lease financing 81
 0.42
 89
 0.46
 96
 0.50
 115
 0.60
 63
 0.33
 76
 0.40
 90
 0.46
 96
 0.49
Total commercial 3,109
 0.62
 3,385
 0.67
 3,706
 0.73
 4,059
 0.80
 2,470
 0.48
 2,797
 0.55
 2,188
 0.43
 2,298
 0.46
Consumer:                                
Real estate 1-4 family first mortgage (1) 4,213
 1.50
 4,413
 1.60
 4,743
 1.73
 4,962
 1.80
 2,425
 0.85
 3,026
 1.06
 3,183
 1.12
 3,267
 1.15
Real estate 1-4 family junior lien mortgage 1,101
 2.68
 1,095
 2.56
 1,153
 2.60
 1,206
 2.61
 868
 2.71
 916
 2.77
 945
 2.75
 983
 2.78
Automobile 137
 0.25
 104
 0.18
 101
 0.17
 106
 0.17
 115
 0.25
 116
 0.26
 130
 0.29
 118
 0.26
Other revolving credit and installment 59
 0.15
 59
 0.15
 56
 0.14
 51
 0.13
 44
 0.13
 50
 0.14
 50
 0.14
 48
 0.13
Total consumer (2) 5,510
 1.22
 5,671
 1.26
 6,053
 1.34
 6,325
 1.37
 3,452
 0.79
 4,108
 0.94
 4,308
 0.98
 4,416
 1.00
Total nonaccrual loans (5)(2) 8,619
 0.91
 9,056
 0.95
 9,759
 1.02
 10,384
 1.07
 5,922
 0.62
 6,905
 0.73
 6,496
 0.68
 6,714
 0.71
Foreclosed assets:                                
Government insured/guaranteed (6)(3) 137
   149
   179
   197
   68
   75
   88
   87
  
Non-government insured/guaranteed 569
   632
   726
   781
   309
   361
   363
   435
  
Total foreclosed assets 706
   781
   905
   978
   377
   436
   451
   522
  
Total nonperforming assets $9,325
 0.98% $9,837
 1.03% $10,664
 1.11% $11,362
 1.17% $6,299
 0.66% $7,341
 0.77% $6,947
 0.73% $7,236
 0.77%
Change in NPAs from prior quarter $(512)   (827)   (698)   (644)   $(1,042)   394
   (289)   (389)  
(1)
Includes MHFS of $133 million, $140 million, $145 million, and $149 million at September 30, June 30, and March 31, 2017 and December 31, 2016, respectively.
(2)Includes an incremental $171 million of nonaccrual loans at September 30, 2017, reflecting updated industry regulatory guidance related to loans in bankruptcy.
(3)Excludes PCI loans because they continue to earn interest income from accretable yield, independent of performance in accordance with their contractual terms.
(4)(2)Real estate 1-4 family mortgage loans predominantly insured by the FHA or guaranteed by the VA and student loans largely guaranteed by agencies on behalf of the U.S. Department of Education under the FFELP are not placed on nonaccrual status because they are insured or guaranteed. All remaining student loans guaranteed under the FFELP were sold as of March 31, 2017.
(5)(3)See Note 5 (Loans and Allowance for Credit Losses) to Financial Statements in this Report for further information on impaired loans.
(6)
Consistent with regulatory reporting requirements, foreclosed real estate resulting from government insured/guaranteed loans are classified as nonperforming. However, bothBoth principal and interest related to these foreclosed real estate assets are collectible because the loans were predominantly insured by the FHA or guaranteed by the VA. Foreclosure of certain government guaranteed residential real estate mortgage loans that meet criteria specified by Accounting Standards Update (ASU) 2014-14, Classification of Certain Government-Guaranteed Mortgage Loans Upon Foreclosure, effective as of January 1, 2014 are excluded from this table and included in Accounts Receivable in Other Assets. For more information on the changes in foreclosures for government guaranteed residential real estate mortgage loans,foreclosed assets, see Note 1 (Summary of Significant Accounting Policies) to Financial Statements in our 20162018 Form 10-K.



Table 2322 provides an analysis of the changes in nonaccrual loans.
Table 23:22:Analysis of Changes in Nonaccrual Loans
 Quarter ended 
(in millions)Sep 30,
2017

 Jun 30,
2017

 Mar 31,
2017

 Dec 31,
2016

 Sep 30,
2016

Commercial nonaccrual loans         
Balance, beginning of period$3,385
 3,706
 4,059
 4,262
 4,507
Inflows627
 704
 945
 951
 1,180
Outflows:         
Returned to accruing(97) (61) (133) (59) (80)
Foreclosures(3) (15) (1) (15) (1)
Charge-offs(173) (116) (202) (292) (290)
Payments, sales and other(630) (833) (962) (788) (1,054)
Total outflows(903) (1,025) (1,298) (1,154) (1,425)
Balance, end of period3,109

3,385

3,706

4,059

4,262
Consumer nonaccrual loans         
Balance, beginning of period5,671
 6,053
 6,325
 6,724
 7,456
Inflows (1)887
 676
 814
 863
 868
Outflows:         
Returned to accruing(397) (425) (428) (410) (597)
Foreclosures(56) (72) (81) (59) (85)
Charge-offs(109) (117) (151) (158) (192)
Payments, sales and other(486) (444) (426) (635) (726)
Total outflows(1,048) (1,058) (1,086) (1,262) (1,600)
Balance, end of period5,510

5,671

6,053

6,325

6,724
Total nonaccrual loans$8,619
 9,056
 9,759
 10,384
 10,986
(1)Quarter ended September 30, 2017, includes an incremental $171 million of nonaccrual loans, reflecting updated industry regulatory guidance related to loans in bankruptcy.

 Quarter ended 
(in millions)Jun 30,
2019

 Mar 31,
2019

 Dec 31,
2018

 Sep 30,
2018

 Jun 30,
2018

Commercial nonaccrual loans         
Balance, beginning of period$2,797
 2,188
 2,298
 2,455
 2,409
Inflows621
 1,238
 662
 774
 726
Outflows:         
Returned to accruing(46) (43) (45) (122) (43)
Foreclosures(2) (15) (12) 
 
Charge-offs(187) (158) (193) (191) (133)
Payments, sales and other(713) (413) (522) (618) (504)
Total outflows(948) (629) (772) (931) (680)
Balance, end of period2,470

2,797

2,188

2,298

2,455
Consumer nonaccrual loans         
Balance, beginning of period4,108
 4,308
 4,416
 4,671
 4,930
Inflows437
 552
 569
 572
 578
Outflows:         
Returned to accruing(250) (248) (269) (319) (342)
Foreclosures(34) (42) (35) (41) (40)
Charge-offs(34) (49) (57) (65) (84)
Payments, sales and other(775) (413) (316) (402) (371)
Total outflows(1,093) (752) (677) (827) (837)
Balance, end of period3,452

4,108

4,308

4,416

4,671
Total nonaccrual loans$5,922
 6,905
 6,496
 6,714
 7,126
Typically, changes to nonaccrual loans period-over-period represent inflows for loans that are placed on nonaccrual status in accordance with our policy, offset by reductions for loans that are paid down, charged off, sold, foreclosed, or are no longer classified as nonaccrual as a result of continued performance and an improvement in the borrower’s financial condition and loan repayment capabilities. Also, reductions can come from borrower repayments even if the loan remains on nonaccrual.
While nonaccrual loans are not free of loss content, we believe exposure to loss is significantly mitigated by the following factors at SeptemberJune 30, 2017:2019:
85% of total commercial nonaccrual loans and 99% of total consumer nonaccrual loans are secured. Of the consumer nonaccrual loans, 95% are secured by real estate and 87% have a combined LTV (CLTV) ratio of 80% or less.
losses of $284 million and $1.1 billion have already been recognized on 15% of commercial nonaccrual loans and 38% of consumer nonaccrual loans, respectively, in accordance with our charge-off policies. Once we write down loans to the net realizable value (fair value of collateral less estimated costs to sell), we re-evaluate each loan regularly and record additional write-downs if needed.
98% of total commercial nonaccrual loans and 99% of total consumer nonaccrual loans are secured. Of the consumer nonaccrual loans, 96% are secured by real estate and 81% have a combined LTV (CLTV) ratio of 80% or less.
losses of $380 million and $1.9 billion have already been recognized on 16% of commercial nonaccrual loans and 45% of consumer nonaccrual loans, respectively. Generally, when a consumer real estate loan is 120 days past due (except when required earlier by guidance issued by bank regulatory agencies), we transfer it to nonaccrual status. When the loan reaches 180 days past due, or is discharged in bankruptcy, it is our policy to write these loans down to net realizable value (fair value of collateral less estimated costs to sell), except for modifications in their trial period that are not written down as long as trial payments are made on time. Thereafter, we reevaluate each loan regularly and record additional write-downs if needed.


 
88% of commercial nonaccrual loans were current on interest, but were on nonaccrual status because the full or timely collection of interest or principal had become uncertain.
82% of commercial nonaccrual loans were current on both principal and interest, and will remain on nonaccrual until the full and timely collection of principal and interest becomes certain.
70% of commercial nonaccrual loans were current on interest and 54% were current on both principal and interest, but were on nonaccrual status because the full or timely collection of interest or principal had become uncertain.
of the $1.5 billion of consumer loans in bankruptcy or discharged in bankruptcy, and classified as nonaccrual, $1.0 billion were current.
the remaining risk of loss of all nonaccrual loans has been considered and we believe is adequately covered by the allowance for loan losses.
of $2.4 billion of consumer loans in bankruptcy or discharged in bankruptcy, and classified as nonaccrual, $1.5 billion were current.


We continue to work with our customers experiencing financial difficulty to determine if they can qualify for a loan modification so that they can stay in their homes. Under both our proprietary modification programs and the Making Home Affordable (MHA) programs, customers may be required to provide updated documentation, and some programs require completion of payment during trial periods to demonstrate sustained performance before the loan can be removed from nonaccrual status.
Risk Management - Credit Risk Management (continued)(continued)


Table 2423 provides a summary of foreclosed assets and an analysis of changes in foreclosed assets.


Table 24:23:Foreclosed Assets
(in millions)Sep 30,
2017

 Jun 30,
2017

 Mar 31,
2017

 Dec 31,
2016

 Sep 30,
2016

Jun 30,
2019

 Mar 31,
2019

 Dec 31,
2018

 Sep 30,
2018

 Jun 30,
2018

Summary by loan segment                  
Government insured/guaranteed$137
 149
 179
 197
 282
$68
 75
 88
 87
 90
PCI loans:         
Commercial67
 79
 84
 91
 98
101
 124
 127
 201
 176
Consumer72
 67
 80
 75
 88
208
 237
 236
 234
 233
Total PCI loans139
 146
 164
 166
 186
All other loans:         
Commercial226
 259
 275
 287
 298
Consumer204
 227
 287
 328
 254
Total all other loans430
 486
 562
 615
 552
Total foreclosed assets$706
 781
 905
 978
 1,020
$377
 436
 451
 522
 499
Analysis of changes in foreclosed assets (1)
         
Analysis of changes in foreclosed assets         
Balance, beginning of period$781
 905
 978
 1,020
 1,117
$436
 451
 522
 499
 571
Net change in government insured/guaranteed (2)(12) (30) (18) (85) (39)
Additions to foreclosed assets (3)198
 233
 288
 405
 261
Net change in government insured/guaranteed (1)(7) (13) 1
 (3) (13)
Additions to foreclosed assets (2)144
 193
 193
 209
 191
Reductions:                  
Sales(257) (330) (307) (296) (421)(199) (205) (274) (181) (257)
Write-downs and gains (losses) on sales(4) 3
 (36) (66) 102
3
 10
 9
 (2) 7
Total reductions(261) (327) (343) (362) (319)(196) (195) (265) (183) (250)
Balance, end of period$706
 781
 905
 978
 1,020
$377
 436
 451
 522
 499
(1)During fourth quarter 2016, we evaluated a population of foreclosed properties that were previously security for FHA insured loans, and made the decision to retain some of the properties as foreclosed real estate, thereby foregoing the FHA insurance claim. Accordingly, the loans for which we decided not to file a claim are reported as additions to foreclosed assets rather than included as net change in government insured/guaranteed foreclosures.
(2)Foreclosed government insured/guaranteed loans are temporarily transferred to and held by us as servicer, until reimbursement is received from FHA or VA. The net change in government insured/guaranteed foreclosed assets is generally made up of inflows from mortgages held for investment and MHFS, and outflows when we are reimbursed by FHA/VA.
(3)(2)Includes loans moved into foreclosureforeclosed assets from nonaccrual status, PCI loans transitioned directly to foreclosed assets and repossessed automobiles.


Foreclosed assets at SeptemberJune 30, 2017,2019, included $398$253 million of foreclosed residential real estate, of which 34%27% is predominantly FHA insured or VA guaranteed and expected to have minimal or no loss content. The remaining amount of foreclosed assets balance of $308 million has been written down to estimated net realizable value. Of the $706$377 million in foreclosed assets at SeptemberJune 30, 2017, 56%2019, 67% have been in the foreclosed assets portfolio one year or less.




TROUBLED DEBT RESTRUCTURINGS (TDRs)


Table 25:24:Troubled Debt Restructurings (TDRs)
(in millions)Sep 30,
2017


Jun 30,
2017


Mar 31,
2017


Dec 31,
2016


Sep 30,
2016

Jun 30,
2019


Mar 31,
2019


Dec 31,
2018


Sep 30,
2018


Jun 30,
2018

Commercial:                  
Commercial and industrial$2,424
 2,629
 2,484
 2,584
 2,445
$1,294
 1,740
 1,623
 1,837
 1,792
Real estate mortgage953
 1,024
 1,090
 1,119
 1,256
620
 681
 704
 782
 904
Real estate construction48
 62
 73
 91
 95
43
 45
 39
 49
 40
Lease financing39
 21
 8
 6
 8
31
 46
 56
 65
 50
Total commercial TDRs3,464
 3,736
 3,655
 3,800
 3,804
1,988
 2,512
 2,422
 2,733
 2,786
Consumer:                  
Real estate 1-4 family first mortgage12,617
 13,141
 13,680
 14,134
 14,761
8,218
 10,343
 10,629
 10,967
 11,387
Real estate 1-4 family junior lien mortgage1,919
 1,975
 2,027
 2,074
 2,144
1,550
 1,604
 1,639
 1,689
 1,735
Credit Card340
 316
 308
 300
 294
486
 473
 449
 431
 410
Automobile88
 85
 80
 85
 89
85
 85
 89
 91
 81
Other revolving credit and installment124
 118
 107
 101
 93
159
 156
 154
 146
 141
Trial modifications183
 215
 261
 299
 348
127
 136
 149
 163
 200
Total consumer TDRs (1)15,271
 15,850
 16,463
 16,993
 17,729
10,625
 12,797
 13,109
 13,487
 13,954
Total TDRs$18,735
 19,586
 20,118
 20,793
 21,533
$12,613
 15,309
 15,531
 16,220
 16,740
TDRs on nonaccrual status$5,218
 5,637
 5,819
 6,193
 6,429
$3,058
 4,037
 4,058
 4,298
 4,454
TDRs on accrual status (1)13,517
 13,949
 14,299
 14,600
 15,104
TDRs on accrual status:         
Government insured/guaranteed1,209
 1,275
 1,299
 1,308
 1,368
Non-government insured/guaranteed8,346
 9,997
 10,174
 10,614
 10,918
Total TDRs$18,735
 19,586
 20,118
 20,793
 21,533
$12,613
 15,309
 15,531
 16,220
 16,740
(1)
TDR loans include $1.4 billion, $1.4 billion, $1.5 billion, $1.5 billion, and $1.6 billion at September 30, June 30 and March 31,2017, and December 31 and September 30,2016, respectively, of government insured/guaranteed loans that are predominantly insured by the FHA or guaranteed by the VA and accruing.
Table 2524 provides information regarding the recorded investment of loans modified in TDRs. The allowance for loan losses for TDRs was $1.6$1.1 billion and $2.2$1.2 billion at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively. See Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report for additional information regarding TDRs. In those situations where principal is forgiven, the entire amount of such forgiveness is immediately charged off to the extent not done so prior to the modification.off. When we delay the timing on the repayment of a portion of principal (principal forbearance), we charge off the amount of forbearance if that amount is not considered fully collectible.
 
For more information on our nonaccrual policies when a restructuring is involved, see the “Risk Management – Credit Risk Management – Troubled Debt Restructurings (TDRs)” section in our 20162018 Form 10-K.
Table 2625 provides an analysis of the changes in TDRs. Loans modified more than once are reported as TDR inflows only in the period they are first modified. Other than resolutions such as foreclosures, sales and transfers to held for sale, we may remove loans held for investment from TDR classification, but only if they have been refinanced or restructured at market terms and qualify as new loans.
TDRs of $12.6 billion at June 30, 2019, decreased $2.7 billion from first quarter 2019 primarily due to a new loan.decline in consumer TDRs from the reclassification of $1.7 billion in real estate 1-4 family first mortgage TDR loans to MLHFS, as well as paydowns.
Risk Management - Credit Risk Management (continued)(continued)


Table 26:25:Analysis of Changes in TDRs
    Quarter ended     Quarter ended 
(in millions)Sep 30,
2017

 Jun 30,
2017

 Mar 31,
2017

 Dec 31,
2016

 Sep 30,
2016

Jun 30,
2019

 Mar 31,
2019

 Dec 31,
2018

 Sep 30,
2018

 Jun 30,
2018

Commercial:         
Commercial TDRs         
Balance, beginning of quarter$3,736
 3,655
 3,800
 3,804
 3,386
$2,512
 2,422
 2,733
 2,786
 2,740
Inflows (1)333
 730
 642
 615
 914
Inflows (1)(2)232
 539
 374
 588
 481
Outflows                  
Charge-offs(74) (59) (108) (120) (76)(37) (44) (88) (92) (41)
Foreclosures(2) (12) 
 (13) (2)
 
 (2) (13) 
Payments, sales and other (2)(3)(529) (578) (679) (486) (418)(719) (405) (595) (536) (394)
Balance, end of quarter3,464
 3,736
 3,655
 3,800
 3,804
1,988
 2,512
 2,422
 2,733
 2,786
Consumer:         
Consumer TDRs         
Balance, beginning of quarter15,850
 16,463
 16,993
 17,729
 18,565
12,797
 13,109
 13,487
 13,954
 14,380
Inflows (1)461
 444
 517
 513
 542
336
 439
 379
 414
 467
Outflows                  
Charge-offs(51) (51) (51) (48) (65)(61) (60) (57) (56) (56)
Foreclosures(146) (159) (179) (166) (230)(74) (86) (90) (116) (133)
Payments, sales and other (2)(3)(811) (801) (779) (987) (1,067)(2,364) (593) (595) (672) (706)
Net change in trial modifications (3)(4)(32) (46) (38) (48) (16)(9) (12) (15) (37) 2
Balance, end of quarter15,271
 15,850
 16,463
 16,993
 17,729
10,625
 12,797
 13,109
 13,487
 13,954
Total TDRs$18,735
 19,586
 20,118
 20,793
 21,533
$12,613
 15,309
 15,531
 16,220
 16,740
(1)Inflows include loans that modify, even if they resolve within the period, as well as gross advances on term loans that modified in a prior period and net advances on revolving commercial TDRs that modified in a prior period.
(2)
Information for the quarter ended June 30, 2018 has been revised to offset payments and advances (i.e. inflows) on revolving commercial TDRs, for consistent presentation of this activity for all periods.
(3)Other outflows includeconsist of normal amortization/accretion of loan basis adjustments and loans transferred to held-for-sale. It also includes $6 million and $4 million ofOccasionally, loans that have been refinanced or restructured at market terms and qualifyingqualify as new loans, and removed from TDR classification for the quarters ended September 30, 2017 and December 31, 2016, respectively, while no loans were removed from TDR classification for the quarters ended June 30 and March 31, 2017, and September 30, 2016.which are also included as other outflows.
(3)(4)Net change in trial modifications includes: inflows of new TDRs entering the trial payment period, net of outflows for modifications that either (i) successfully perform and enter into a permanent modification, or (ii) did not successfully perform according to the terms of the trial period plan and are subsequently charged-off, foreclosed upon or otherwise resolved.




LOANS 90 DAYS OR MORE PAST DUE AND STILL ACCRUING
Loans 90 days or more past due as to interest or principal are still accruing if they are (1) well-secured and in the process of collection or (2) real estate 1-4 family mortgage loans or consumer loans exempt under regulatory rules from being classified as nonaccrual until later delinquency, usually 120 days past due. PCI loans are not included in past due and still accruing loans even when they are 90 days or more contractually past due. These PCI loans are considered to be accruing because they continue to earn interest from accretable yield, independent of performance in accordance with their contractual terms.
Excluding insured/guaranteed loans, loans 90 days or more past due and still accruing at SeptemberJune 30, 2017,2019, were down $11$199 million, or 1%20%, from December 31, 2016,2018, due to payoffs, modifications and
other loss mitigation activities, and credit
stabilization. Also, fluctuations from quarter to quarter are influenced by seasonality.
Loans 90 days or more past due and still accruing whose repayments are predominantly insured by the FHA or guaranteed by the VA for mortgages were $9.3$6.5 billion at SeptemberJune 30, 2017,2019, down from $10.9$7.7 billion at December 31, 2016,2018, due to improving credit trends. All remaining student loans guaranteed by agencies on behalf ofan improvement in delinquencies as well as a reduction in the U.S. Department of Education under the FFELP were sold as of March 31, 2017.portfolio.
Table 2726 reflects non-PCI loans 90 days or more past due and still accruing by class for loans not government insured/guaranteed. For additional information on delinquencies by loan class, see Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report.
Table 27:26:Loans 90 Days or More Past Due and Still Accruing
(in millions)Sep 30, 2017
 Jun 30, 2017
 Mar 31, 2017
 Dec 31, 2016
 Sep 30, 2016
Jun 30, 2019
 Mar 31, 2019
 Dec 31, 2018
 Sep 30, 2018
 Jun 30, 2018
Total (excluding PCI (1)):$10,227
 9,716
 10,525
 11,858
 12,068
$7,258
 7,870
 8,704
 8,838
 9,087
Less: FHA insured/VA guaranteed (3)(2)9,266
 8,873
 9,585
 10,883
 11,198
6,478
 6,996
 7,725
 7,906
 8,246
Less: Student loans guaranteed under the FFELP (4)
 
 
 3
 17
Total, not government insured/guaranteed$961
 843
 940
 972
 853
$780
 874
 979
 932
 841
By segment and class, not government insured/guaranteed:
Commercial:
                  
Commercial and industrial$27
 42
 88
 28
 47
$17
 42
 43
 42
 23
Real estate mortgage11
 2
 11
 36
 4
24
 20
 51
 56
 26
Real estate construction
 10
 3
 
 

 5
 
 
 
Total commercial38

54

102

64

51
41

67

94

98

49
Consumer:                  
Real estate 1-4 family first mortgage (3)190
 145
 149
 175
 171
Real estate 1-4 family junior lien mortgage (3)49
 44
 42
 56
 54
Real estate 1-4 family first mortgage108
 117
 124
 128
 132
Real estate 1-4 family junior lien mortgage27
 28
 32
 32
 33
Credit card475
 411
 453
 452
 392
449
 502
 513
 460
 429
Automobile111
 91
 79
 112
 81
63
 68
 114
 108
 105
Other revolving credit and installment98
 98
 115
 113
 104
92
 92
 102
 106
 93
Total consumer923
 789

838

908

802
739
 807

885

834

792
Total, not government insured/guaranteed$961
 843

940

972

853
$780
 874

979

932

841
(1)
PCI loans totaled $1.4 billion, $1.5 billion, $1.8 billion, $2.0 billion,$156 million, $243 million, $370 million, $567 million, and $2.2 billion$811 million at June 30, and March 31, 2019, and December 31, September 30,, and June 30, and March 31, 2017 and December 31 and September 30,2016, 2018, respectively.
(2)Represents loans whose repayments are predominantly insured by the FHA or guaranteed by the VA.
(3)Includes mortgages held for sale 90 days or more past due and still accruing.
(4)Represents loans whose repayments are largely guaranteed by agencies on behalf of the U.S. Department of Education under the FFELP. All remaining student loans guaranteed under the FFELP were sold as of March 31, 2017.


Risk Management - Credit Risk Management (continued)(continued)


NET CHARGE-OFFS


Table 28:27:Net Charge-offs
              Quarter ended                Quarter ended  
Sep 30, 2017  Jun 30, 2017  Mar 31, 2017  Dec 31, 2016  Sep 30, 2016 Jun 30, 2019  Mar 31, 2019  Dec 31, 2018  Sep 30, 2018  Jun 30, 2018 
($ in millions)
Net loan
charge-
offs

 
% of 
avg. 
loans(1) 

 
Net loan
charge-
offs

 % of avg. loans (1)
 
Net loan
charge-
offs

 % of avg. loans (1)
 
Net loan
charge-offs

 
% of
avg. loans (1)

 
Net loan
charge-offs

 
% of
avg.
loans (1)

Net loan
charge-
offs

 
% of 
avg. 
loans(1) 

 
Net loan
charge-
offs

 % of avg. loans (1)
 
Net loan
charge-
offs

 % of avg. loans (1)
 
Net loan
charge-offs

 
% of
avg. loans (1)

 
Net loan
charge-offs

 
% of
avg.
loans (1)

Commercial:                                      
Commercial and industrial$125
 0.15 % $78
 0.10 % $171
 0.21 % $256
 0.31 % $259
 0.32 %$159
 0.18 % $133
 0.15 % $132
 0.15 % $148
 0.18 % $58
 0.07 %
Real estate mortgage(3) (0.01) (6) (0.02) (25) (0.08) (12) (0.04) (28) (0.09)4
 0.01
 6
 0.02
 (12) (0.04) (1) 
 
 
Real estate construction(15) (0.24) (4) (0.05) (8) (0.15) (8) (0.13) (18) (0.32)(2) (0.04) (2) (0.04) (1) (0.01) (2) (0.04) (6) (0.09)
Lease financing6
 0.12
 7
 0.15
 5
 0.11
 15
 0.32
 2
 0.04
4
 0.09
 8
 0.17
 13
 0.26
 7
 0.14
 15
 0.32
Total commercial113
 0.09
 75
 0.06
 143
 0.11
 251
 0.20
 215
 0.17
165
 0.13
 145
 0.11
 132
 0.10
 152
 0.12
 67
 0.05
Consumer:                                      
Real estate 1-4 family
first mortgage
(16) (0.02) (16) (0.02) 7
 0.01
 (3) 
 20
 0.03
(30) (0.04) (12) (0.02) (22) (0.03) (25) (0.04) (23) (0.03)
Real estate 1-4 family
junior lien mortgage
1
 
 (4) (0.03) 23
 0.21
 44
 0.38
 49
 0.40
(19) (0.24) (9) (0.10) (10) (0.11) (9) (0.10) (13) (0.13)
Credit card277
 3.08
 320
 3.67
 309
 3.54
 275
 3.09
 245
 2.82
349
 3.68
 352
 3.73
 338
 3.54
 299
 3.22
 323
 3.61
Automobile202
 1.41
 126
 0.86
 167
 1.10
 166
 1.05
 137
 0.87
52
 0.46
 91
 0.82
 133
 1.16
 130
 1.10
 113
 0.93
Other revolving credit and
installment
140
 1.44
 154
 1.58
 156
 1.60
 172
 1.70
 139
 1.40
136
 1.56
 128
 1.47
 150
 1.64
 133
 1.44
 135
 1.44
Total consumer (2)604
 0.53
 580
 0.51
 662
 0.59
 654
 0.56
 590
 0.51
488
 0.45
 550
 0.51
 589
 0.53
 528
 0.47
 535
 0.49
Total$717
 0.30 % $655
 0.27 % $805
 0.34 % $905
 0.37 % $805
 0.33 %$653
 0.28 % $695
 0.30 % $721
 0.30 % $680
 0.29 % $602
 0.26 %
                                      
(1)Quarterly net charge-offs (recoveries) as a percentage of average respective loans are annualized.
(2)
Quarter ended September 30, 2017, includes an incremental $29 million of charge-offs in accordance with updated industry regulatory guidance regarding the timing of loss recognition for real estate 1-4 family mortgage and automobile loans in bankruptcy.


Table 2827 presents net charge-offs for thirdsecond quarter 20172019 and the previous four quarters. Net charge-offs in thirdsecond quarter 20172019 were $717$653 million (0.30%(0.28% of average total loans outstanding), compared with $805$602 million (0.33%(0.26%) in thirdsecond quarter 2016.2018.
The decreaseincrease in commercial net charge-offs from second quarter 2018 was due to higher commercial and industrial loan charge-offs and lower recoveries in the commercial and industrial portfolio. Consumer net charge-offs from third quarter 2016 reflected continued improvement in our oil and gas portfolio. Our commercial real estate portfolios were in a net recovery position. Total consumer net charge-offs increased slightlydecreased from the prior year predominantly due to an increasea decrease in credit card and automobile net charge-offs, partially offset by a decreasean increase in residential real estatecredit card net charge-offs.
ALLOWANCE FOR CREDIT LOSSESThe allowance for credit losses, which consists of the allowance for loan losses and the allowance for unfunded credit commitments, is management’s estimate of credit losses inherent in the loan portfolio and unfunded credit commitments at the balance sheet date, excluding loans carried at fair value. The detail of the changes in the allowance for credit losses by portfolio segment (including charge-offs and recoveries by loan class) is in Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report.
 
We apply a disciplined process and methodology to establish our allowance for credit losses each quarter. This process takes into consideration many factors, including historical and forecasted loss trends, loan-level credit quality ratings and loan grade-specific characteristics. The process involves subjective and complex judgments. In addition, we review a variety of credit metrics and trends. These credit metrics and trends, however, do not solely determine the amount of the allowance as we use several analytical tools. Our estimation approach for the commercial portfolio reflects the estimated probability of default in accordance with the borrower’s financial strength, and the severity of loss in the event of default, considering the quality of any underlying collateral. Probability of default and severity at the time of default are statistically derived through historical observations of defaults and losses after default within each credit risk rating. Our estimation approach for the consumer portfolio uses forecasted losses that represent our best estimate of inherent loss based on historical experience, quantitative and other mathematical techniques. For additional information on our allowance for credit losses, see the “Critical Accounting Policies – Allowance for Credit Losses” section in our 20162018 Form 10-K and Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report.
Table 2928 presents the allocation of the allowance for credit losses by loan segment and class for the most recent quarter end and last four year ends.


Table 29:28:Allocation of the Allowance for Credit Losses (ACL)
Sep 30, 2017  Dec 31, 2016  Dec 31, 2015  Dec 31, 2014  Dec 31, 2013 Jun 30, 2019  Dec 31, 2018  Dec 31, 2017  Dec 31, 2016  Dec 31, 2015 
(in millions)ACL
 
Loans
as %
of total
loans

 ACL
 
Loans
as %
of total
loans

 ACL
 
Loans
as %
of total
loans

 ACL
 
Loans
as %
of total
loans

 ACL
 
Loans
as %
of total
loans

ACL
 
Loans
as %
of total
loans

 ACL
 
Loans
as %
of total
loans

 ACL
 
Loans
as %
of total
loans

 ACL
 
Loans
as %
of total
loans

 ACL
 
Loans
as %
of total
loans

Commercial:                                      
Commercial and industrial$4,076
 34% $4,560
 34% $4,231
 33% $3,506
 32% $3,040
 29%$3,583
 37% $3,628
 37% $3,752
 35% $4,560
 34% $4,231
 33%
Real estate mortgage1,248
 14
 1,320
 14
 1,264
 13
 1,576
 13
 2,157
 14
1,275
 13
 1,282
 13
 1,374
 13
 1,320
 14
 1,264
 13
Real estate construction1,262
 3
 1,294
 2
 1,210
 3
 1,097
 2
 775
 2
1,122
 2
 1,200
 2
 1,238
 3
 1,294
 2
 1,210
 3
Lease financing246
 2
 220
 2
 167
 1
 198
 1
 131
 1
318
 2
 307
 2
 268
 2
 220
 2
 167
 1
Total commercial6,832
 53
 7,394
 52
 6,872
 50
 6,377
 48
 6,103
 46
6,298
 54
 6,417
 54
 6,632
 53
 7,394
 52
 6,872
 50
Consumer:                                      
Real estate 1-4 family first mortgage1,173
 29
 1,270
 29
 1,895
 30
 2,878
 31
 4,087
 32
729
 30
 750
 30
 1,085
 30
 1,270
 29
 1,895
 30
Real estate 1-4 family
junior lien mortgage
672
 4
 815
 5
 1,223
 6
 1,566
 7
 2,534
 8
294
 3
 431
 3
 608
 4
 815
 5
 1,223
 6
Credit card1,900
 4
 1,605
 4
 1,412
 4
 1,271
 4
 1,224
 3
2,249
 4
 2,064
 4
 1,944
 4
 1,605
 4
 1,412
 4
Automobile853
 6
 817
 6
 529
 6
 516
 6
 475
 6
462
 5
 475
 5
 1,039
 5
 817
 6
 529
 6
Other revolving credit and installment679
 4
 639
 4
 581
 4
 561
 4
 548
 5
571
 4
 570
 4
 652
 4
 639
 4
 581
 4
Total consumer5,277
 47
 5,146
 48
 5,640
 50
 6,792
 52
 8,868
 54
4,305
 46
 4,290
 46
 5,328
 47
 5,146
 48
 5,640
 50
Total$12,109
 100% $12,540
 100% $12,512
 100% $13,169
 100% $14,971
 100%$10,603
 100% $10,707
 100% $11,960
 100% $12,540
 100% $12,512
 100%
                                      
Sep 30, 2017  Dec 31, 2016  Dec 31, 2015  Dec 31, 2014  Dec 31, 2013 Jun 30, 2019  Dec 31, 2018  Dec 31, 2017  Dec 31, 2016  Dec 31, 2015 
Components:                  
Allowance for loan losses$11,078  11,419  11,545  12,319  14,502 $9,692  9,775  11,004  11,419  11,545 
Allowance for unfunded
credit commitments
1,031  1,121  967  850  469 911  932  956  1,121  967 
Allowance for credit losses$12,109  12,540  12,512  13,169  14,971 $10,603  10,707  11,960  12,540  12,512 
Allowance for loan losses as a percentage of total loans1.16% 1.18  1.26  1.43  1.76 1.02% 1.03  1.15  1.18  1.26 
Allowance for loan losses as a percentage of total net charge-offs (1)390  324  399  418  322 370  356  376  324  399 
Allowance for credit losses as a percentage of total loans1.27  1.30  1.37  1.53  1.82 1.12  1.12  1.25  1.30  1.37 
Allowance for credit losses as a percentage of total nonaccrual loans141  121  110  103  96 179  165  156  126  115 
(1)
Total net charge-offs are annualized for quarter ended SeptemberJune 30, 2017.
2019.


In addition to the allowance for credit losses, there was $454$595 million at SeptemberJune 30, 2017,2019, and $954$480 million at December 31, 20162018, of nonaccretable difference to absorb losses foron PCI loans which totaled $13.6of $1.2 billion at SeptemberJune 30, 2017.2019 and $5.0 billion at December 31, 2018. The allowance for credit losses is lower than otherwise would have been required without PCI loan accounting. As a result of PCI loans, certain ratios of the Company may not be directly comparable with credit-related metrics for other financial institutions. Additionally, loans purchased at fair value, including loans from the GE Capital business acquisitions, generally reflect a lifetime credit loss adjustment and therefore do not initially require additions to the allowance as is typically associated with loan growth. For additional information on PCI loans, see the “Risk Management – Credit Risk Management – Purchased Credit-Impaired Loans” section and Note 56 (Loans and Allowance for Credit Losses) to Financial Statements in this Report.
The ratio of the allowance for credit losses to total nonaccrual loans may fluctuate significantly from period to period due to such factors as the mix of loan types in the portfolio, borrower credit strength and the value and marketability of collateral. Our nonaccrual loans consisted
primarily of real estate 1-4 family first and junior lien mortgage loans at September 30, 2017.
The allowance for credit losses decreased$431 $104 million, or 3%1%, from December 31, 2016, due to a decrease in our commercial allowance reflecting2018, primarily driven by strong overall credit quality improvement, including in the oil and gas portfolio as well as improvement in our residential real estate portfolios, partially offset by increased allowance in the credit card, automobile and other revolving credit and installment portfolios.performance. Total provision for credit losses was $717$503 million in thirdsecond quarter 2017,2019, compared with $805$452 million in thirdsecond quarter 2016, reflecting 2018. The increase in the provision for credit losses in second quarter 2019, compared with
the same changes mentioned above forperiod a year ago, was due to loan growth, primarily in the allowance for credit losses.card portfolio.
We believe the allowance for credit losses of $12.1$10.6 billion at SeptemberJune 30, 2017,2019, was appropriate to cover credit losses inherent in the loan portfolio, including unfunded credit commitments, at that date. Approximately $797 million of the allowance at September 30, 2017, was allocated to our oil and gas portfolio, compared with $1.3 billion at December 31, 2016. This represented 6.2% and 8.5% of total oil and gas loans outstanding at September 30, 2017, and December 31, 2016, respectively. The allowance for credit losses at September 30, 2017 also included
Risk Management - Credit Risk Management (continued)

$450 million for coverage of our preliminary estimate of potential hurricane-related losses from Hurricanes Harvey, Irma and Maria. However, the entire allowance is available to absorb credit losses inherent in the total loan portfolio. The allowance for credit losses is subject to change and reflects existing factors as of the date of determination, including economic or market conditions and ongoing internal and external examination processes. Due to the sensitivity of the allowance for credit losses to changes in the economic and business environment, it is possible that we will incur incremental credit losses not anticipated as of the balance sheet date. Future allowance levels will be based on a variety of factors, including loan growth, portfolio performance and general economic conditions. Our process for determining the allowance for credit losses is discussed in the “Critical Accounting Policies – Allowance for Credit Losses” section and Note 1 (Summary of Significant Accounting Policies) to Financial Statements in our 20162018 Form 10-K.

LIABILITY FOR MORTGAGE LOAN REPURCHASE LOSSES
In connection with our sales and securitization of residential mortgage loans to various parties, we have established a mortgage repurchase liability, initially at fair value, related to various representations and warranties that reflect management’s estimate of losses for loans for which we could have a repurchase obligation, whether or not we currently service those loans, based on a combination of factors. Our mortgage repurchase liability estimation process also incorporates a forecast of repurchase demands associated with mortgage insurance rescission activity.
Because we typically retain the servicing for the mortgage loans we sell or securitize, we believe the quality of our residential mortgage loan servicing portfolio provides helpful information in evaluating our repurchase liability. Of the $1.6 trillion in the residential mortgage loan servicing portfolio at September 30, 2017, 95% was current and less than 1% was subprime at origination. Our combined delinquency and foreclosure rate on this portfolio was 4.83% at September 30, 2017, and at December 31, 2016. Two percent of this portfolio is private label securitizations for which we originated the loans and, therefore have some repurchase risk.
The overall level of unresolved repurchase demands and mortgage insurance rescissions outstanding at September 30, 2017, was $120 million, representing 549 loans, up from a year ago both in number of outstanding loans and in total dollar balances. The increase was largely due to private investor demands we expect to resolve with minimal repurchase risk.
Our liability for mortgage repurchases, included in “Accrued expenses and other liabilities” in our consolidated balance sheet, represents our best estimate of the probable loss that we expect to incur for various representations and warranties in the contractual provisions of our sales of mortgage loans. The liability was $179 million at September 30, 2017, and $229 million at December 31, 2016. In third quarter 2017, we released $6 million due to re-estimation of our liability based on recently observed trends, which increased net gains on mortgage loan origination/sales activities, compared with a release of $13 million in third quarter 2016. Additionally, in third quarter 2017, we recognized a $10 million reserve build for an MSR acquisition. We incurred net losses on repurchased loans and investor reimbursements totaling $3 million in third quarter 2017 and in third quarter 2016.
Because of the uncertainty in the various estimates underlying the mortgage repurchase liability, there is a range of losses in excess of the recorded mortgage repurchase liability that are reasonably possible. The estimate of the range of possible loss for representations and warranties does not represent a probable loss, and is based on currently available information, significant judgment, and a number of assumptions that are subject to change. The high end of this range of reasonably possible losses exceeded our recorded liability by $180 million at September 30, 2017, and was determined based upon modifying the assumptions (particularly to assume significant changes in investor repurchase demand practices) used in our best estimate of probable loss to reflect what we believe to be the high end of reasonably possible adverse assumptions.
For additional information on our repurchase liability, see the “Risk Management – Credit Risk Management – Liability For Mortgage Loan Repurchase Losses” section in our 20162018 Form 10-K and Note 8 (Mortgage Banking Activities) to Financial Statements in this Report.10-K.


RISKS RELATING TO SERVICING ACTIVITIESIn addition to servicing loans in our portfolio, we act as servicer and/or master servicer of residential mortgage loans included in GSE-guaranteed mortgage securitizations, GNMA-guaranteed mortgage securitizations of FHA-insured/VA-guaranteed mortgages and private label mortgage securitizations, as well as for unsecuritized loans owned by institutional investors. In connection with our servicing activities, we have entered into various settlementscould become subject to consent orders and settlement agreements with federal and state regulators to resolve certainfor alleged servicing issues and practices. In general, these settlements requiredcan require us to provide customers with loan modification relief, refinancing relief, and foreclosure prevention and assistance, as well as imposedcan impose certain monetary penalties on us.
For additional information about the risks and various settlements related to our servicing activities, see the “Risk Management – Credit Risk Management – Risks Relating to Servicing Activities” section in our 20162018 Form 10-K.




Asset/Liability Management
Asset/liability management involves evaluating, monitoring and managing interest rate risk, market risk, liquidity and funding. Primary oversight of interest rate risk and market risk resides with the Finance Committee of our Board of Directors (Board), which oversees the administration and effectiveness of financial risk management policies and processes used to assess and manage these risks. Primary oversight of liquidity and funding resides with the Risk Committee of the Board. At the management level we utilize a Corporate Asset/Liability Management Committee (Corporate ALCO), which consists of senior financial, risk, and business executives, to oversee these risks and report on them periodically to the Board’s Finance Committee and Risk Committee as appropriate. As discussed in more detail for tradingmarket risk activities below, we employ separate management level oversight specific to market risk.
 
INTEREST RATE RISK Interest rate risk, which potentially can have a significant earnings impact, is an integral part of being a financial intermediary. We are subject to interest rate risk because:
assets and liabilities may mature or reprice at different times (for example, if assets reprice faster than liabilities and interest rates are generally falling,rising, earnings will initially decline)increase);
assets and liabilities may reprice at the same time but by different amounts (for example, when the general level of interest rates is falling,rising, we may reduceincrease rates paid on checking and savings deposit accounts by an amount that is less than the general declinerise in market interest rates);

short-term and long-term market interest rates may change by different amounts (for example, the shape of the yield curve may affect new loan yields and funding costs differently);
the remaining maturity of various assets or liabilities may shorten or lengthen as interest rates change (for example, if long-term mortgage interest rates declineincrease sharply, MBS held in the investmentdebt securities portfolio may prepay significantly earlierpay down slower than anticipated, which could reduceimpact portfolio income); or
interest rates may also have a direct or indirect effect on loan demand, collateral values, credit losses, mortgage origination volume, the fair value of MSRs and other financial instruments, the value of the pension liability and other items affecting earnings.


We assess interest rate risk by comparing outcomes under various net interest income simulations using many interest rate scenarios that differ in the direction of interest rate changes, the degree of change over time, the speed of change and the projected shape of the yield curve. These simulations require assumptions regarding drivers of earnings and balance sheet composition such as loan originations, prepayment speeds on loans and investmentdebt securities, deposit flows and mix, as well as pricing strategies.
Currently, our profile is such that we project net interest income will benefit modestly from higher interest rates as our assets would reprice faster and to a greater degree than our liabilities, while in the case of lower interest rates, our assets would reprice downward and to a greater degree than our liabilities.
As of September 30, 2017, ourOur most recent simulations estimate net interest income sensitivity over the next two years under a range of both lower and higher interest rates. Measured impacts from standardized ramps (gradual changes) and shocks
(instantaneous (instantaneous changes) are summarized in Table 30,29, indicating net interest income sensitivity relative to the Company'sCompany’s base net interest income plan. Ramp scenarios assume interest rates move gradually in parallel across the yield curve relative to the base scenario in year one, and the full amount of the ramp is held as a constant differential to the base scenario in year two. The following describes the simulation assumptions for the scenarios presented in Table 30:29:
Simulations are dynamic and reflect anticipated growth across assets and liabilities.
Other macroeconomic variables that could be correlated with the changes in interest rates are held constant.
Mortgage prepayment and origination assumptions vary across scenarios and reflect only the impact of the higher or lower interest rates.
Our base scenario deposit forecast incorporates mix changes consistent with the base interest rate trajectory. Deposit mix is modeled to be the same as in the base scenario across the alternative scenarios. In higher interest rate scenarios, customer activity that shifts balances into higher-yielding products could reduce expected net interest income.
We hold the size of the projected investmentdebt and equity securities portfolioportfolios constant across scenarios.

Table 30:29:Net Interest Income Sensitivity Over Next Two-Year Horizon Relative to Base Expectation
   Lower Rates Higher Rates
($ in billions)Base 
100 bps
Ramp
Parallel
 Decrease
 
100 bps Instantaneous
Parallel
Increase
 
200 bps
Ramp
Parallel
Increase
First Year of Forecasting Horizon       
Net Interest Income Sensitivity to Base Scenario $(1.2) - (0.7) 1.2 - 1.7 1.0 - 1.5
Key Rates at Horizon End       
Fed Funds Target2.50%1.50 3.50 4.50
10-year CMT (1)2.87 1.87 3.87 4.87
Second Year of Forecasting Horizon       
Net Interest Income Sensitivity to Base Scenario $(3.1) - (2.6 ) 1.6 - 2.1 2.3 - 2.8
Key Rates at Horizon End       
Fed Funds Target2.50%1.50 3.50 4.50
10-year CMT (1)3.16 2.16 4.16 5.16
  Lower Rates Higher Rates
($ in billions)Base
100 bps
Ramp
Parallel
 Decrease
 
100 bps Instantaneous
Parallel
Increase
 
200 bps
Ramp
Parallel
Increase
First Year of Forecasting Horizon      
Net Interest Income Sensitivity to Base Scenario (0.7) - (0.2) 1.1 - 1.6 0.9 - 1.4
Key Rates at Horizon End      
Fed Funds Target2.091.09 3.09 4.09
10-year CMT (1)2.971.97 3.97 4.97
Second Year of Forecasting Horizon      
Net Interest Income Sensitivity to Base Scenario (1.1) - (0.6) 1.5 - 2.0 2.1 - 2.6
Key Rates at Horizon End      
Fed Funds Target2.501.50 3.50 4.50
10-year CMT (1)3.592.59 4.59 5.59
(1)
U.S. Constant Maturity Treasury Rate


The sensitivity results above do not capture interest rate sensitive noninterest income and expense impacts. Our interest rate sensitive noninterest income and expense is significantlypredominantly driven by mortgage activity, and may move in the opposite direction of our net interest income. Typically, in response to higher interest rates, mortgage activity, primarily refinancing activity, generally declines. And in response to lower interest rates, mortgage activity generally increases. Mortgage results are also impacted by the valuation of MSRs and related hedge positions. See the “Risk Management – Asset/Liability Management – Mortgage Banking Interest Rate and Market Risk” section in this Report for more information.
Interest rate sensitive noninterest income also results from changes in earnings credit for non-interest bearing deposits that reduce treasury management deposit service fees. Additionally, for the trading portfolio, our trading assets are (before the effects of certain economic hedges) generally less sensitive to changes in interest rates than the related funding liabilities. As a result, net interest income from the trading portfolio contracts and expands as interest rates rise and fall, respectively. The impact to net interest income does not include the fair value changes of trading securities and loans, which, along with the effects of related economic hedges, are recorded in noninterest income.
We use the investmentdebt securities portfolio and exchange-traded and over-the-counter (OTC) interest rate derivatives to hedge our interest rate exposures. See the “Balance Sheet Analysis – InvestmentAvailable-for-Sale and Held-to-Maturity Debt Securities” section in this Report for more information on the use of the available-for-sale and held-to-
Asset/Liability Management (continued)

maturityheld-to-maturity securities portfolios. The notional or contractual amount, credit risk amount and fair value of the derivatives used to hedge our interest rate risk exposures as of SeptemberJune 30, 2017,2019, and December 31, 2016,2018, are presented in Note 1215 (Derivatives) to Financial Statements in this Report. We use derivatives for asset/liability management in two main ways:
to convert the cash flows from selected asset and/or liability instruments/portfolios including investments, commercial loans and long-term debt, from fixed-rate payments to floating-rate payments, or vice versa; and
to economically hedge our mortgage origination pipeline, funded mortgage loans and MSRs using interest rate swaps, swaptions, futures, forwards and options.
 
MORTGAGE BANKING INTEREST RATE AND MARKET RISK We originate, fund and service mortgage loans, which subjects us to various risks, including credit, liquidity and interest rate risks. For more information on mortgage banking interest rate and market risk, see the “Risk Management – Asset/Liability Management – Mortgage Banking Interest Rate and Market Risk” section in our 20162018 Form 10-K.
While our hedging activities are designed to balance our mortgage banking interest rate risks, the financial instruments we use may not perfectly correlate with the values and income being hedged. For example, the change in the value of ARM production held for sale from changes in mortgage interest rates may or may not be fully offset by LIBOR index-based financial instruments used as economic hedges for such ARMs. Additionally, hedge-carry income on our economic hedges for the MSRs may not continue at recent levels if the spread between short-term and long-term interest rates decreases, the overall level of hedges changes as interest rates change, or there are other changes in the market for mortgage forwards that affect the implied carry.
The total carrying value of our residential and commercial MSRs was $14.7$13.5 billion at SeptemberJune 30, 2017,2019, and $14.4$16.1 billion at December 31, 2016.2018. The weighted-average note rate on our portfolio of loans serviced for others was 4.23%4.33% at SeptemberJune 30, 2017,2019, and 4.26%4.32% at December 31, 2016.2018. The carrying value of our total MSRs represented 0.87%0.82% of mortgage loans serviced for others at SeptemberJune 30, 2017,2019, and 0.85%0.94% of mortgage loans serviced for others at December 31, 2016.2018.
 
MARKET RISK – TRADING ACTIVITIESThe Finance Committee of our Board of Directors reviews the acceptable market risk appetite for our trading activities. We engage in trading activities to accommodate the investment and risk management activities of our customers (which generally comprises a subset of the transactions recorded as trading and derivative assets and liabilities on our balance sheet), and to execute economic hedging to manage certain balance sheet risks. These activities primarily occur within our Wholesale Banking businesses and to a lesser extent other divisions of the Company. All of our trading assets, and derivative assets and liabilities, (including securities, foreign exchange transactions, and commodity transactions) are carried at fair value. Income earned related to these trading activities include net interest income and changes in fair value related to trading assets and derivative assets and liabilities. Net interest income earned from trading activity is reflected in the interest income and interest expense components of our income statement. Changes in fair value related to trading assets, and derivative assets and liabilities are reflected in net gains on trading activities, a component of noninterest income in our income statement.
Table 31 presents total revenue from trading activities.
Table 31:Net Gains (Losses) from Trading Activities
 Quarter ended September 30,  Nine months ended September 30, 
(in millions) 2017
 2016
 2017
 2016
Interest income (1) $754
 593
 $2,107
 1,761
Less: Interest expense (2) 109
 88
 309
 260
Net interest income 645
 505
 1,798
 1,501
Noninterest income:        
Net gains (losses) from trading activities (3):        
Customer accommodation 188
 348
 720
 947
Economic hedges and other (4) 57
 67
 201
 (4)
Total net gains from trading activities 245
 415
 921
 943
Total trading-related net interest and noninterest income $890
 920
 $2,719
 2,444
(1)Represents interest and dividend income earned on trading securities.
(2)Represents interest and dividend expense incurred on trading securities we have sold but have not yet purchased.
(3)Represents realized gains (losses) from our trading activity and unrealized gains (losses) due to changes in fair value of our trading positions, attributable to the type of business activity.
(4)Excludes economic hedging of mortgage banking and asset/liability management activities, for which hedge results (realized and unrealized) are reported with the respective hedged activities.
Customer accommodation Customer accommodation activities are conducted to help customers manage their investment and risk management needs. We engage in market-making activities or act as an intermediary to purchase or sell financial instruments in anticipation of or in response to customer needs. This category also includes positions we use to manage our exposure to customer transactions.
In our customer accommodation trading, we serve as intermediary between buyer and seller. For example, we may purchase or sell a derivative to a customer who wants to manage interest rate risk exposure. We typically enter into offsetting derivative or security positions with a separate counterparty or exchange to manage our exposure to the derivative with our customer. We earn income on this activity based on the transaction price difference between the customer and offsetting derivative or security positions, which is reflected in the fair value changes of the positions recorded in net gains on trading activities.
Customer accommodation trading also includes net gains related to market-making activities in which we take positions to facilitate customer order flow. For example, we may own securities recorded as trading assets (long positions) or sold securities we have not yet purchased, recorded as trading liabilities (short positions), typically on a short-term basis, to facilitate support of buying and selling demand from our customers. As a market maker in these securities, we earn income due to: (1) the difference between the price paid or received for the purchase and sale of the security (bid-ask spread), (2) the net interest income, and (3) the change in fair value of the long or short positions during the short-term period held on our balance sheet. Additionally, we may enter into separate derivative or security positions to manage our exposure related to our long or short security positions. Income earned on this type of market-making activity is reflected in the fair value changes of these positions recorded in net gains on trading activities.

Economic hedges and other Economic hedges in trading activities are not designated in a hedge accounting relationship and exclude economic hedging related to our asset/liability risk management and mortgage banking risk management activities. Economic hedging activities include the use of trading securities to economically hedge risk exposures related to non-trading activities or derivatives to hedge risk exposures related to trading assets or trading liabilities. Economic hedges are unrelated to our customer accommodation activities. Other activities include financial assets held for investment purposes that we elected to carry at fair value with changes in fair value recorded to earnings in order to mitigate accounting measurement mismatches or avoid embedded derivative accounting complexities.
Daily Trading-Related Revenue Table 32 provides information on the distribution of daily trading-related revenues for the Company’s trading portfolio. This trading-related revenue is defined as the change in value of the trading assets and trading liabilities, trading-related net interest income, and trading-related intra-day gains and losses. Net trading-related revenue does not include activity related to long-term positions held for economic hedging purposes, period-end adjustments, and other activity not representative of daily price changes driven by market factors.
Table 32:Distribution of Daily Trading-Related Revenues
mktrisk3q.jpg
Market Risk Market risk is the risk of possible economic loss from adverse changes in market risk factors such as interest rates, credit spreads, foreign exchange rates, equity and commodity prices, mortgage rates,and the risk of possible loss due to counterparty risk. This includes implied volatility risk, basis risk, and market liquidity.liquidity risk. Market risk is intrinsicalso includes counterparty credit risk, price risk in the trading book, mortgage servicing rights and the associated hedge effectiveness risk associated with the mortgage book, and impairment on private equity investments.
The Board’s Finance Committee has primary oversight responsibility for market risk and oversees the Company’s market risk exposure and market risk management strategies. In addition, the Board’s Risk Committee has certain oversight responsibilities with respect to market risk, including adjusting the Company’s market risk appetite with input from the Finance Committee. The Finance Committee also reports key market risk matters to the Company’s salesRisk Committee.
At the management level, the Market and Counterparty Risk Management function, which is part of Corporate Risk, has primary oversight responsibility for market risk. The Market and Counterparty Risk Management function reports into the CRO and also provides periodic reporting related to market risk to the Board’s Finance Committee. In addition, the Risk & Control Committee for each business group and enterprise function reports market risk matters to the Enterprise Risk & Control Committee.

MARKET RISK – TRADING ACTIVITIESWe engage in trading market making, investing,activities to accommodate the investment and risk management activities.activities of our customers and to execute economic hedging to manage certain balance sheet risks. These trading activities predominantly occur within our Wholesale Banking businesses and to a lesser extent other divisions of the Company. Debt securities held for trading, equity securities held for trading, trading loans and trading derivatives are financial instruments
The Company uses value-at-risk
Asset/Liability Management (continued)

used in our trading activities, and all are carried at fair value. Income earned on the financial instruments used in our trading activities include net interest income, changes in fair value and realized gains and losses. Net interest income earned from our trading activities is reflected in the interest income and interest expense components of our income statement. Changes in fair value of the financial instruments used in our trading activities are reflected in net gains on trading activities, a component of noninterest income in our income statement. For more information on the financial instruments used in our trading activities and the income from these trading activities, see Note 4 (Trading Activities) to Financial Statements in this Report.
Value-at-risk (VaR) metrics complemented with sensitivity analysis and stress testing in measuring and monitoring market risk. VaR is a statistical risk measure used to estimate the potential loss from adverse moves in the financial markets. The Company uses VaR metrics complemented with sensitivity analysis and stress testing in measuring and monitoring market risk. For more information, on VaR,including information regarding our monitoring activities, sensitivity analysis and stress testing, see the “Risk Management – Asset/
Liability Management – Market Risk – Trading Activities” section in our 20162018 Form 10-K.
Trading VaR is the measure used to provide insight into the market risk exhibited by the Company’s trading positions. The
Company calculates Trading VaR for risk management purposes to establish line of business and Company-wide risk limits. Trading VaR is calculated based on all trading positions classified as trading assets or other liabilities, derivative assets or derivative liabilities on our balance sheet.
Asset/Liability Management (continued)

Table 3330 shows the Company’s Trading General VaR by risk category. As presented in the table,Table 30, average Company Trading General VaR was $20 million for the quarter ended June 30, 2019, compared with $15 million for the quarter ended September 30, 2017, compared with $29March 31, 2019, and $15 million for the quarter
ended June 30, 2017.2018. The decreaseincrease in average Company Trading General VaR for the quarter ended June 30, 2019, compared with the quarter ended June 30, 2018, was mainly driven by changes in historical VaR dates dropping out of the 1-year time horizon.portfolio composition.
Table 33:30:Trading 1-Day 99% General VaR by Risk Category
  Quarter ended   Quarter ended 
September 30, 2017  June 30, 2017 June 30, 2019  March 31, 2019  June 30, 2018 
(in millions)
Period
end

 Average
 Low
 High
 
Period
end

 Average
 Low
 High
Period
end

 Average
 Low
 High
 Period
end

 Average
 Low
 High
 
Period
end

 Average
 Low
 High
Company Trading General VaR Risk Categories                                      
Credit$18
 26
 18
 35
 23
 29
 23
 36
$15
 15
 11
 18
 15
 15
 11
 19
 17
 18
 15
 20
Interest rate7
 13
 7
 20
 10
 20
 10
 27
29
 37
 27
 49
 42
 34
 22
 44
 18
 17
 11
 24
Equity13
 11
 9
 14
 10
 11
 9
 14
4
 5
 4
 8
 5
 5
 4
 7
 8
 7
 5
 16
Commodity2
 1
 1
 2
 1
 1
 1
 2
2
 2
 1
 6
 2
 2
 1
 4
 1
 1
 1
 1
Foreign exchange0
 1
 0
 1
 1
 1
 0
 1
1
 1
 1
 1
 1
 1
 1
 1
 0
 0
 0
 1
Diversification benefit (1)(22) (37)     (29) (33)    (32) (40) 

   (46) (42)     (29) (28)    
Company Trading General VaR$18
 15
     16
 29
    $19
 20
     19
 15
     15
 15
    
(1)The period-end VaR was less than the sum of the VaR components described above, which is due to portfolio diversification. The diversification effect arises because the risks are not perfectly correlated causing a portfolio of positions to usually be less risky than the sum of the risks of the positions alone. The diversification benefit is not meaningful for low and high metrics since they may occur on different days.


Regulatory Market Risk Capital  reflects U.S. regulatory agency risk-based capital regulations that are based on the Basel Committee Capital Accord of the Basel Committee on Banking Supervision. The Company must calculate regulatory capital under the Basel III market risk capital rule, which requires banking organizations with significant trading activities to adjust their capital requirements to reflect the market risks of those activities based on comprehensive and risk sensitive methods and models. The market risk capital rule is intended to cover the risk of loss in value of covered positions due to changes in market conditions.
Composition of Material Portfolio of Covered Positions The positions that are “covered” by the market risk capital rule are generally a subset of our trading assets, and derivative assets and liabilities, specifically those held by the Company for the purpose of short-term resale or with the intent of benefiting from actual or expected short-term price movements, or to lock in arbitrage profits. Positions excluded from market risk regulatory capital treatment are subject to the credit risk capital rules applicable to the “non-covered” trading positions.
The material portfolio of the Company’s “covered” positions is mostly concentrated in the trading assets, and derivative assets and liabilities within Wholesale Banking where the substantial portion of market risk capital resides. Wholesale Banking engages in the fixed income, traded credit, foreign exchange, equities, and commodities markets businesses. Other business segments hold smaller trading positions covered under the market risk capital rule.
Regulatory Market Risk Capital Components  The capital required for market risk on the Company’s “covered” positions is determined by internally developed models or standardized specific risk charges. The market risk regulatory capital models are subject to internal model risk management and validation. The models are continuously monitored and enhanced in response to changes in market conditions, improvements in system capabilities, and changes in the Company’s market risk exposure. The Company is required to obtain and has received prior written approval from its regulators before using its internally developed models to calculate the market risk capital charge.
Basel III prescribes various VaR measures in the determination of regulatory capital and RWAs. The Company uses the same VaR models for both market risk management purposes as well as regulatory capital calculations. For regulatory purposes, we use the following metrics to determine the Company’s market risk capital requirements:
General VaR measures the risk of broad market movements such as changes in the level of credit spreads, interest rates, equity prices, commodity prices, and foreign exchange rates. General VaR uses historical simulation analysis based on 99% confidence level and a 10-day holding period.

Table 34 shows the General VaR measure categorized by major risk categories. Average 10-day Company Regulatory General VaR was $31 million for the quarter ended September 30, 2017, compared with $30 million for the quarter
ended June 30, 2017. The increase was primarily driven by changes in portfolio composition.
Table 34:Regulatory 10-Day 99% General VaR by Risk Category
   Quarter ended 
 September 30, 2017  June 30, 2017 
(in millions)
Period
end

 Average
 Low
 High
 
Period
end

 Average
 Low
 High
Wholesale Regulatory General VaR Risk Categories              
Credit$51
 66
 45
 86
 60
 72
 57
 93
Interest rate14
 23
 14
 38
 17
 39
 17
 71
Equity (1)7
 12
 4
 23
 6
 4
 2
 7
Commodity6
 8
 4
 21
 11
 4
 3
 11
Foreign exchange3
 6
 2
 16
 8
 6
 3
 29
Diversification benefit (2)(57) (86)     (71) (96)    
Wholesale Regulatory General VaR$24
 29
 20
 36
 31
 29
 24
 37
Company Regulatory General VaR26
 31
 22
 39
 35
 30
 25
 40
(1)The period-end VaR was less than the sum of the VaR components described above, which is due to portfolio diversification. The diversification benefit arises because the risks are not perfectly correlated causing a portfolio of positions to usually be less risky than the sum of the risks of the positions alone. The diversification benefit is not meaningful for low and high metrics since they may occur on different days.

Specific Risk measures the risk of loss that could result from factors other than broad market movements, or name-specific market risk. Specific Risk uses Monte Carlo simulation analysis based on a 99% confidence level and a 10-day holding period.

Total VaR (as presented in Table 35) is composed of General VaR and Specific Risk and uses the previous 12 months of historical market data in compliance with regulatory requirements.

Total Stressed VaR (as presented in Table 35) uses a historical period of significant financial stress over a continuous 12 month period using historically available market data and is composed of Stressed General VaR and Stressed Specific Risk. Total Stressed VaR uses the same methodology and models as Total VaR. 

Incremental Risk Charge (as presented in Table 35) captures losses due to both issuer default and migration risk at the 99.9% confidence level over the one-year capital horizon under the assumption of constant level of risk or a constant position assumption. The model covers non-securitized credit-sensitive trading products.
The Company calculates Incremental Risk by generating a portfolio loss distribution using Monte Carlo simulation, which assumes numerous scenarios, where an assumption is made that the portfolio’s composition remains constant for a one-year time horizon. Individual issuer credit grade migration and issuer default risk is modeled through generation of the issuer’s credit rating transition based upon statistical modeling. Correlation between credit grade migration and default is captured by a multifactor proprietary model which takes into account industry classifications as well as regional effects. Additionally, the impact of market and issuer specific concentrations is reflected in the modeling framework by assignment of a higher charge for portfolios that have increasing concentrations in particular issuers or sectors. Lastly, the model captures product basis risk; that is, it reflects the material disparity between a position and its hedge.
Table 35 provides information on Total VaR, Total Stressed VaR and the Incremental Risk Charge results for the quarter ended September 30, 2017. Incremental Risk Charge uses the higher of the quarterly average or the quarter end result. For third quarter 2017, the required capital for market risk equals the quarter end results.

Table 35:Market Risk Regulatory Capital Modeled Components
 Quarter ended September 30, 2017  September 30, 2017 
(in millions)Average
 Low
 High
 Period end
 Risk-
based
capital (1)

 Risk-
weighted
assets (1)

Total VaR$54
 47
 65
 62
 163
 2,039
Total Stressed VaR279
 232
 321
 292
 837
 10,461
Incremental Risk Charge32
 26
 38
 34
 34
 423
(1)Results represent the risk-based capital and RWAs based on the VaR and Incremental Risk Charge models.

Securitized Products ChargeBasel III requires a separate market risk capital charge for positions classified as a securitization or re-securitization. The primary criteria for classification as a securitization are whether there is a transfer of risk and whether the credit risk associated with the underlying exposures has been separated into at least two tranches reflecting different levels of
seniority. Covered trading securitizations positions include consumer and commercial asset-backed securities (ABS), commercial mortgage-backed securities (CMBS), residential mortgage-backed securities (RMBS), and collateralized loan and other debt obligations (CLO/CDO) positions. The securitization capital requirements are the greater of the capital requirements
Asset/Liability Management (continued)

of the net long or short exposure, and are capped at the maximum loss that could be incurred on any given transaction.
Table 36 shows the aggregate net fair market value of securities and derivative securitization positions by exposure type that meet the regulatory definition of a covered trading securitization position atSeptember 30, 2017, and December 31, 2016.
Table 36:Covered Securitization Positions by Exposure Type (Net Market Value)
(in millions)ABS
 CMBS
 RMBS
 CLO/CDO
September 30, 2017       
Securitization exposure:       
Securities$559
 220
 744
 738
Derivatives3
 (4) 1
 (2)
Total$562
 216
 745
 736
December 31, 2016       
Securitization exposure:       
Securities$801
 397
 911
 791
Derivatives3
 4
 1
 (8)
Total$804
 401
 912
 783
Securitization Due Diligence and Risk Monitoring The market risk capital rule requires that the Company conduct due diligence on the risk of each securitization position within three days of its purchase. The Company’s due diligence seeks to provide an understanding of the features that would materially affect the performance of a securitization or re-securitization. The due diligence analysis is re-performed on a quarterly basis for each
securitization and re-securitization position. The Company uses an automated solution to track the due diligence associated with securitization activity. The Company aims to manage the risks associated with securitization and re-securitization positions through the use of offsetting positions and portfolio diversification.

Standardized Specific Risk ChargeFor debt and equity positions that are not evaluated by the approved internal specific risk models, a regulatory prescribed standard specific risk charge is applied. The standard specific risk add-on for sovereign entities, public sector entities, and depository institutions is based on the Organization for Economic Co-operation and Development (OECD) country risk classifications (CRC) and the remaining contractual maturity of the position. These risk add-ons for debt positions range from 0.25% to 12%. The add-on for corporate debt is based on creditworthiness and the remaining contractual maturity of the position. All other types of debt positions are subject to an 8% add-on. The standard specific risk add-on for equity positions is generally 8%.
Comprehensive Risk Charge / Correlation TradingThe market risk capital rule requires capital for correlation trading positions. The Company's remaining correlation trading exposure covered under the market risk capital rule matured in fourth quarter 2014.
Table 37 summarizes the market risk-based capital requirements charge and market RWAs in accordance with the Basel III market risk capital rule as of September 30, 2017, and December 31, 2016. The market RWAs are calculated as the sum of the components in the table below.

Table 37:Market Risk Regulatory Capital and RWAs
 September 30, 2017  December 31, 2016 
(in millions)
Risk-
based
capital

 
Risk-
weighted
assets

 
Risk-
based
capital

 
Risk-
weighted
assets

Total VaR$163
 2,039
 247
 3,091
Total Stressed VaR837
 10,461
 1,135
 14,183
Incremental Risk Charge34
 423
 217
 2,710
Securitized Products Charge678
 8,469
 561
 7,007
Standardized Specific Risk Charge1,248
 15,606
 1,357
 16,962
De minimis Charges (positions not included in models)10
 132
 11
 147
Total$2,970
 37,130
 3,528
 44,100


RWA RollforwardTable 38depicts the changes in the market risk regulatory capital and RWAs under Basel III for the first nine months and third quarter of 2017.
Table 38:Analysis of Changes in Market Risk Regulatory Capital and RWAs
(in millions)
Risk-
based
capital

 
Risk-
weighted
assets

Balance, December 31, 2016$3,528
 44,100
Total VaR(84) (1,052)
Total Stressed VaR(298) (3,722)
Incremental Risk Charge(183) (2,288)
Securitized Products Charge117
 1,461
Standardized Specific Risk Charge(108) (1,356)
De minimis Charges(2) (13)
Balance, September 30, 2017$2,970
 37,130
    
Balance, June 30, 2017$3,026
 37,827
Total VaR11
 141
Total Stressed VaR(62) (774)
Incremental Risk Charge4
 47
Securitized Products Charge55
 689
Standardized Specific Risk Charge(66) (831)
De minimis Charges2
 31
Balance, September 30, 2017$2,970
 37,130

The largest contributor to the changes to market risk regulatory capital and RWAs in the first nine months of 2017 was associated with changes in positions due to normal trading activity.

VaRBacktestingThe market risk capital rule requires backtesting as one form of validation of the VaR model. Backtesting is a comparison of the daily VaR estimate with the actual clean profit and loss (clean P&L) as defined by the market risk capital rule. Clean P&L is the change in the value of the Company’s covered trading positions that would have occurred had previous end-of-day covered trading positions remained unchanged (therefore, excluding fees, commissions, net interest income, and intraday trading gains and losses). The backtesting analysis compares the daily Total VaR for each of the trading days in the preceding 12 months with the net clean P&L. Clean P&L does not include credit adjustments and other activity not representative of daily price changes driven by market risk factors. The clean P&L measure of revenue is used to evaluate the performance of the Total VaR and is not comparable to our actual daily trading net revenues, as reported elsewhere in this Report.
Any observed clean P&L loss in excess of the Total VaR is considered a market risk regulatory capital backtesting exception. The actual number of exceptions (that is, the number of business days for which the clean P&L losses exceed the corresponding 1-day, 99% Total VaR measure) over the preceding 12 months is used to determine the capital multiplier for the capital calculation. The number of actual backtesting exceptions is dependent on current market performance relative to historic market volatility in addition to model performance and assumptions. This capital multiplier increases from a minimum of three to a maximum of four, depending on the number of exceptions. No backtesting exceptions occurred over the preceding 12 months. Backtesting is also performed at line of business levels within the Company.
Table 39 shows daily Total VaR (1-day, 99%) used for regulatory market risk capital backtesting for the 12 months ended September 30, 2017. The Company’s average Total VaR for third quarter 2017 was $19 million with a low of $17 million and a high of $21 million. The decrease in Total 1-day VaR in second quarter 2017 was attributable to a decline in modeled Specific Risk.

Asset/Liability Management (continued)

Table 39: Daily Total 1-Day 99% VaR Measure (Rolling 12 Months)
marketrisk40.jpg
Market Risk Governance,Measurement, Monitoring and Model Risk ManagementWe employ a well-defined and structured market risk governance process and market risk measurement process, which incorporates value-at-risk (VaR) measurements combined with sensitivity analysis and stress testing to help us monitor our market risk. These monitoring measurements require the use of market risk models, which we govern by our Corporate Model Risk policies and procedures. For more information on our governance, measurement, monitoring, and model risk management practices, see the “Risk Management – Asset/Liability Management – Market Risk – Trading Activities” section in our 2016 Form 10-K.

MARKET RISK – EQUITY INVESTMENTSSECURITIESWe are directly and indirectly affected by changes in the equity markets. We make and manage direct equity investments in start-up businesses, emerging growth companies, management buy-outs, acquisitions and corporate recapitalizations. We also invest in non-affiliated funds that make similar private equity investments. These private equity investments are made within capital allocations approved by management and the Board. The Board’s policy is to review business developments, key risks and historical returns for the private equity investment portfolio at least annually. Management reviews these investments at least quarterly and assesses them for possible OTTI.OTTI and observable price changes. For nonmarketable investments,equity securities, the analysis is based on facts and circumstances of each individual investment and the expectations for that investment’s cash flows, and capital needs, the viability of its business model, and our exit strategy. Nonmarketable investmentsstrategy, and observable price changes that are similar to the investment held. Investments in nonmarketable equity securities include private equity investments accounted for under the cost method, equity method, and fair value option.through net income, and the measurement alternative.
In conjunction with the March 2008 initial public offering (IPO) of Visa, Inc. (Visa), we received approximately 20.7 million shares of Visa Class B common stock, the class which was apportioned to member banks of Visa at the time of the IPO. To
 
manage our exposure to Visa and realize the value of the appreciated Visa shares, we incrementally sold these shares
through a series of sales, over the past few years, thereby eliminating this position as of September 30, 2015. As part of these sales, we agreed to compensate the buyer for any additional contributions to a litigation settlement fund for the litigation matters associated with the Class B shares we sold. Our exposure to this retained litigation risk has been updated quarterly and is reflected on our balance sheet. For additional information about the associated litigation matters, see the “Interchange Litigation” section in Note 1114 (Legal Actions) to Financial Statements in this Report.
As part of our business to support our customers, we trade public equities, listed/OTC equity derivatives and convertible bonds. We have parameters that govern these activities. We also have marketable equity securities in the available-for-sale securities portfolio, including securitiesthat include investments relating to our venture capital activities. We manage these investmentsmarketable equity securities within capital risk limits approved by management and the Board and monitored by Corporate ALCO and the Corporate Market Risk Committee. Gains and losses onThe fair value changes in these marketable equity securities are recognized in net income when realized and periodically include OTTI charges.income. For more information, see Note 8 (Equity Securities) to Financial Statements in this Report.
Changes in equity market prices may also indirectly affect our net income by (1) the value of third party assets under management and, hence, fee income, (2) borrowers whose ability to repay principal and/or interest may be affected by the stock

market, or (3) brokerage activity, related commission income and other business activities. Each business line monitors and manages these indirect risks.
Table 40 provides information regarding our marketable and nonmarketable equity investments as of September 30, 2017, and December 31, 2016.

Table 40:Nonmarketable and Marketable Equity Investments
(in millions)Sep 30,
2017

 Dec 31,
2016

Nonmarketable equity investments:   
Cost method:   
Federal bank stock$5,839
 6,407
Private equity1,428
 1,465
Auction rate securities400
 525
Total cost method7,667
 8,397
Equity method:   
LIHTC (1)9,884
 9,714
Private equity3,758
 3,635
Tax-advantaged renewable energy1,954
 2,054
New market tax credit and other291
 305
Total equity method15,887
 15,708
Fair value (2)4,523
 3,275
Total nonmarketable equity investments (3)$28,077
 27,380
Marketable equity securities:   
Cost$606
 706
Net unrealized gains287
 505
Total marketable equity securities (4)$893
 1,211
(1)Represents low income housing tax credit investments.
(2)Represents nonmarketable equity investments for which we have elected the fair value option. See Note 6 (Other Assets) and Note 13 (Fair Values of Assets and Liabilities) to Financial Statements in this Report for additional information.
(3)Included in other assets on the balance sheet. See Note 6 (Other Assets) to Financial Statements in this Report for additional information.
(4)Included in available-for-sale securities. See Note 4 (Investment Securities) to Financial Statements in this Report for additional information.


LIQUIDITY AND FUNDINGThe objective of effective liquidity management is to ensure that we can meet customer loan requests, customer deposit maturities/withdrawals and other cash commitments efficiently under both normal operating conditions and under periods of Wells Fargo-specific and/or market stress. To achieve this objective, the Board of Directors establishes liquidity guidelines that require sufficient asset-based liquidity to cover potential funding requirements and to avoid over-dependence on volatile, less reliable funding markets. These guidelines are monitored on a monthly basis by the Corporate ALCO and on a quarterly basis by the Board of Directors. These guidelines are established and monitored for both the consolidated company and for the Parent on a stand-alone basis to ensure that the Parent is a source of strength for its regulated, deposit-taking banking subsidiaries.


Liquidity Standards On September 3, 2014, We are subject to a rule, issued by the FRB, OCC and FDIC, issued a final rule that implementsimplemented a quantitative liquidity requirement consistent with the liquidity coverage ratio (LCR) established by the Basel Committee on Banking Supervision (BCBS). The rule requires banking institutions, such as Wells Fargo, to hold high-quality liquid assets (HQLA), such as central bank reserves and government and corporate debt that can be converted easily and quickly into cash, in an amount equal to or greater than its projected net cash outflows during a 30-day stress period. The rule is applicable to the Company on a consolidated basis and to our insured depository institutions with total assets greater than $10 billion. In addition, rules issued by the FRB finalized rules imposingimpose enhanced liquidity management standards on large bank holding companies (BHC) such as Wells Fargo, and finalized a rule that requires large bank holding companies to publicly disclose on a quarterly basis beginning
April 1, 2017, certain quantitative and qualitative information regarding their LCR calculations.Fargo.
The FRB, OCC and FDIC have proposed a rule that would implement a stable funding requirement, the net stable funding ratio (NSFR), which would require large banking organizations, such as Wells Fargo, to maintain a sufficient amount of stable funding in relation to their assets, derivative exposures and commitments over a one-year horizon period. As proposed, the rule would become effective on January 1, 2018.


Liquidity Coverage Ratio As of SeptemberJune 30, 2017,2019, the consolidated Company and Wells Fargo Bank, N.A. were above
the minimum LCR requirement of 100%, which is calculated as HQLA divided by projected net cash outflows, as each is defined under the LCR rule. Table 4131 presents the Company’s quarterly average values for the daily-calculated LCR and its components calculated pursuant to the LCR rule requirements.


Table 41:31: Liquidity Coverage Ratio
(in millions)Average for Quarter ended September 30, 2017
(in millions, except ratio)Average for Quarter ended June 30, 2019
HQLA (1)(2)$398,381
$352,298
Projected net cash outflows311,592
291,624
LCR128%121%
HQLA in excess of projected net cash outflows$86,789
(1) Excludes excess HQLA at Wells Fargo Bank, N.A.
(2) Net of applicable haircuts required under the LCR rule.

Liquidity Sources We maintain liquidity in the form of cash, cash equivalents and unencumbered high-quality, liquid debt securities. These assets make up our primary sources of liquidity which are presented in Table 42.32. Our primary sources of liquidity are substantially the same in composition as HQLA under the LCR rule; however, our primary sources of liquidity will generally exceed HQLA calculated under the LCR rule due to the applicable haircuts to HQLA and the exclusion of excess HQLA at our subsidiary insured depository institutions required under the LCR rule.
Our cash is predominantly on deposit with the Federal Reserve. SecuritiesDebt securities included as part of our primary sources of liquidity are comprised of U.S. Treasury and federal agency debt, and mortgage-backed securities issued by federal agencies within our investmentdebt securities portfolio. We believe these debt securities provide quick sources of liquidity through sales or by pledging to obtain financing, regardless of market conditions. Some of these debt securities are within the held-to-maturity portion of our investmentdebt securities portfolio and as such are not intended for sale but may be pledged to obtain financing. Some of the legal entities within our consolidated group of companies are subject to various regulatory, tax, legal and other restrictions that can limit the transferability of their funds. We believe we maintain adequate liquidity for these entities in consideration of such funds transfer restrictions.
Asset/Liability Management (continued)

Table 42:32:Primary Sources of Liquidity
September 30, 2017  December 31, 2016 June 30, 2019  December 31, 2018 
(in millions)Total
 Encumbered
 Unencumbered
 Total
 Encumbered
 Unencumbered
Total
 Encumbered
 Unencumbered
 Total
 Encumbered
 Unencumbered
Interest-earning deposits$205,648
 
 205,648
 $200,671
 
 200,671
Securities of U.S. Treasury and federal agencies51,632
 1,101
 50,531
 70,898
 1,160
 69,738
Interest-earning deposits with banks$143,547
 
 143,547
 149,736
 
 149,736
Debt securities of U.S. Treasury and federal agencies60,655
 2,384
 58,271
 57,688
 1,504
 56,184
Mortgage-backed securities of federal agencies (1)239,798
 46,137
 193,661
 205,655
 52,672
 152,983
249,619
 34,627
 214,992
 244,211
 35,656
 208,555
Total$497,078
 47,238
 449,840
 $477,224
 53,832
 423,392
$453,821
 37,011
 416,810
 451,635
 37,160
 414,475
(1)
Included in encumbered debt securities at SeptemberJune 30, 2017,2019, were debt securities with a fair value of $8.0$2.1 billion which were purchased in September 2017,June 2019, but settled in October 2017.
July 2019.


In addition to our primary sources of liquidity shown in Table 42,32, liquidity is also available through the sale or financing of other debt securities including trading and/or available-for-sale debt securities, as well as through the sale, securitization or financing of loans, to the extent such debt securities and loans are not encumbered. In addition, other debt securities in our held-to-maturity portfolio, to the extent not encumbered, may be pledged to obtain financing.
Deposits have historically provided a sizable source of relatively low-cost funds. Deposits were 137%136% of total loans at SeptemberJune 30, 20172019, and 135% at December 31, 2016.2018.
Additional funding is provided by long-term debt and short-term borrowings. We access domestic and international capital markets for long-term funding (generally greater than one year) through issuances of registered debt securities, private placements and asset-backed secured funding.
Asset/Liability Management (continued)

Table 4333 shows selected information for short-term borrowings, which generally mature in less than 30 days.
Table 43:33:Short-Term Borrowings
Quarter ended Quarter ended 
(in millions)Sep 30
2017

 Jun 30,
2017

 Mar 31,
2017

 Dec 31,
2016

 Sep 30,
2016

Jun 30
2019

 Mar 31,
2019

 Dec 31,
2018

 Sep 30,
2018

 Jun 30,
2018

Balance, period end                  
Federal funds purchased and securities sold under agreements to repurchase$79,824
 78,683
 76,366
 78,124
 108,468
$102,560
 93,896
 92,430
 92,418
 89,307
Commercial paper
 11
 10
 120
 123
Other short-term borrowings13,987
 16,662
 18,495
 18,537
 16,077
12,784
 12,701
 13,357
 13,033
 15,189
Total$93,811
 95,356
 94,871
 96,781
 124,668
$115,344
 106,597
 105,787
 105,451
 104,496
Average daily balance for period                  
Federal funds purchased and securities sold under agreements to repurchase$81,980
 79,826
 79,942
 107,271
 101,252
$102,557
 95,721
 93,483
 92,141
 89,138
Commercial paper4
 10
 51
 121
 137
Other short-term borrowings17,209
 15,927
 18,556
 17,306
 14,839
12,197
 12,930
 12,479
 13,331
 14,657
Total$99,193
 95,763
 98,549
 124,698
 116,228
$114,754
 108,651
 105,962
 105,472
 103,795
Maximum month-end balance for period                  
Federal funds purchased and securities sold under agreements to repurchase (1)$83,260
 78,683
 81,284
 109,645
 108,468
$105,098
 97,650
 93,918
 92,531
 92,103
Commercial paper (2)11
 11
 78
 121
 138
Other short-term borrowings (3)18,301
 18,281
 19,439
 18,537
 16,077
Other short-term borrowings (2)12,784
 14,129
 13,357
 14,270
 15,272
(1)
Highest month-end balance in each of the last five quarters was in August, JuneMay and February 2017, OctoberJanuary 2019, and September 2016.
November, July and May 2018.
(2)
Highest month-end balance in each of the last five quarters was in July, June and January 2017, NovemberFebruary 2019, and December, July 2016.
(3)
Highest month-end balance in each of the last five quarters was in July, April and February 2017, December and September 2016.
May 2018.


Long-Term Debt We issue long-term debt in a variety of maturities and currencies to achieve cost-efficient funding and to maintain an appropriate maturity profile. Long-term debt of $238.9$241.5 billion at SeptemberJune 30, 2017, decreased $16.22019, increased $12.4 billion from December 31, 2016.2018. We issued $10.4$15.8 billion and $38.4$33.1 billion of
long-term debt in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively. Table 4434 provides the aggregate carrying value of long-term debt maturities (based on contractual payment dates) for the remainder of 20172019 and the following years thereafter, as of SeptemberJune 30, 2017.2019.

Table 44:34:Maturity of Long-Term Debt
September 30, 2017 June 30, 2019 
(in millions)Remaining 2017
 2018
 2019
 2020
 2021
 Thereafter
 Total
Remaining 2019
 2020
 2021
 2022
 2023
 Thereafter
 Total
Wells Fargo & Company (Parent Only)                          
Senior notes$3,084
 8,002
 6,791
 13,300
 18,036
 71,083
 120,296
$1,280
 13,497
 18,146
 18,028
 11,092
 54,815
 116,858
Subordinated notes
 608
 
 
 
 26,380
 26,988

 
 
 
 3,655
 23,619
 27,274
Junior subordinated notes
 
 
 
 
 1,658
 1,658

 
 
 
 
 1,733
 1,733
Total long-term debt - Parent$3,084
 8,610
 6,791
 13,300
 18,036
 99,121
 148,942
$1,280
 13,497
 18,146
 18,028
 14,747
 80,167
 145,865
Wells Fargo Bank, N.A. and other bank entities (Bank)                          
Senior notes$4,512
 31,622
 18,888
 5,511
 10,238
 240
 71,011
$17,219
 30,630
 27,232
 2,148
 2,883
 181
 80,293
Subordinated notes1,026
 
 
 
 
 5,406
 6,432

 
 
 
 1,041
 4,354
 5,395
Junior subordinated notes
 
 
 
 
 340
 340

 
 
 
 
 357
 357
Securitizations and other bank debt1,732
 1,803
 728
 649
 117
 3,639
 8,668
1,302
 1,793
 861
 418
 108
 2,035
 6,517
Total long-term debt - Bank$7,270
 33,425
 19,616
 6,160
 10,355
 9,625
 86,451
$18,521
 32,423
 28,093
 2,566
 4,032
 6,927
 92,562
Other consolidated subsidiaries                          
Senior notes$
 807
 1,200
 
 1,016
 404
 3,427
$1,146
 66
 1,123
 12
 422
 248
 3,017
Junior subordinated notes
 
 
 
 
 
 
Securitizations and other bank debt
 73
 
 
 
 
 73

 
 
 
 
 32
 32
Total long-term debt - Other consolidated subsidiaries$
 880
 1,200
 
 1,016
 404
 3,500
$1,146
 66
 1,123
 12
 422
 280
 3,049
Total long-term debt$10,354
 42,915
 27,607
 19,460
 29,407
 109,150
 238,893
$20,947
 45,986
 47,362
 20,606
 19,201
 87,374
 241,476
Parent In February 2017,March 2019, the Parent filed aSecurities and Exchange Commission (SEC) declared effective the Parent’s registration statement with the SEC for the issuance of up to $50 billion of senior and subordinated notes, preferred stock and other securities. At June 30, 2019, the Parent’s remaining authorized issuance capacity under this registration statement was $47.5 billion. The Parent’s overall ability to issue debt and other securities under this registration statement is limited by the debt issuance authority granted by the Board. As of SeptemberJune 30, 2017,2019, the Parent was authorized by the Board to issue up to $50 billion in outstanding short-term debt and $180$200 billion in outstanding long-term debt. The Parent’s long-term debt issuance authority granted by the Board includes debt
issued to affiliates and others. At June 30, 2019, the Parent had available $52.3 billion in long-term debt issuance authority, net of debt issued to affiliates. During the first half of 2019, the Parent issued $11.3 billion of senior notes, most of which were registered with the SEC. The Parent’s short-term debt issuance authority granted by the Board iswas limited to debt issued to affiliates, while the Parent’s long-term debt issuance authority grantedand was revoked by the Board includes debt issued to affiliates and others. At September 30, 2017, the Parent had available $50.0 billionat management’s request in short-term debt issuance authority and $26.9 billion in long-term debt issuance authority. During the first nine months of 2017, the Parent issued $21.9 billion of senior notes, of which $16.1 billion were registered with the SEC.January 2018.
The Parent’s proceeds from securities issued were used for general corporate purposes, and, unless otherwise specified in the applicable prospectus or prospectus supplement, we expect the

proceeds from securities issued in the future will be used for the same purposes. Depending on market conditions, we may purchase our outstanding debt securities from time to time in privately negotiated or open market transactions, by tender offer, or otherwise.


Wells Fargo Bank, N.A. As of SeptemberJune 30, 2017,2019, Wells Fargo Bank, N.A. was authorized by its board of directors to issue $100 billion in outstanding short-term debt and $175 billion in outstanding long-term debt and had available $97.4$98.9 billion in short-term debt issuance authority and $98.2$97.7 billion in long-term debt issuance authority. In April 2015,2018, Wells Fargo Bank, N.A. established a $100 billion bank note program under which, subject to any other debt outstanding under the limits described above, it may issue $50 billion in outstanding short-term senior notes and $50 billion in outstanding long-term senior or subordinated notes. At SeptemberJune 30, 2017,2019, Wells Fargo Bank, N.A. had remaining issuance capacity under the bank note program of $50.0 billion
in short-term senior notes and $38.0$34.2 billion in long-term senior or subordinated notes. During the first nine monthshalf of 2017,2019, Wells Fargo Bank, N.A. issued $1.0$6.7 billion of unregistered senior notes, none of which were issued under the bank note program. In addition, duringnotes.
During the first nine monthshalf of 2017,2019, Wells Fargo Bank, N.A. executed advances of $20.4borrowed $8.5 billion withfrom the Federal Home Loan Bank of Des Moines, and as of SeptemberJune 30, 2017,2019, Wells Fargo Bank, N.A. had outstanding advances of $60.0$45.9 billion across the Federal Home Loan Bank System. Federal Home Loan Bank advances are reflected as short-term borrowings or long-term debt on the Company’s balance sheet.

Credit Ratings Investors in the long-term capital markets, as well as other market participants, generally will consider, among other factors, a company’s debt rating in making investment decisions. Rating agencies base their ratings on many quantitative and qualitative factors, including capital adequacy, liquidity, asset quality, business mix, the level and quality of earnings, and rating agency assumptions regarding the probability and extent of federal financial assistance or support for certain large financial institutions. Adverse changes in these factors could result in a reduction of our credit rating; however, our debt securities do not contain credit rating covenants.
On September 18, 2017,April 1, 2019, S&P Global Ratings affirmed all of the Company’scredit ratings for both the Parent and maintained its negative ratings outlook. On September 20, 2017, DBRS, Inc. (DBRS) downgraded the Company’s long-term ratings by one notch and affirmed the Company’s short-term ratings. DBRS revised the trend on the Company's long-term ratings from negative to stable. On October 3, 2017, Fitch Ratings, Inc. downgraded certain of the Company’s ratings by one notch andWells Fargo Bank, N.A., but revised the ratings outlook for the Parent to negative from negativestable. There were no other actions undertaken by the rating agencies with regard to stable.our credit ratings during second quarter 2019. Both the Parent and Wells Fargo Bank, N.A. remain among the top-ratedhighest-rated financial firms in the U.S.
See the “Risk Factors” section in our 20162018 Form 10-K for additional information regarding our credit ratings and the potential impact a credit rating downgrade would have on our liquidity and operations, as well as Note 1215 (Derivatives) to Financial Statements in this Report for information regarding additional collateral and funding obligations required for certain
Asset/Liability Management (continued)

derivative instruments in the event our credit ratings were to fall below investment grade.
The credit ratings of the Parent and Wells Fargo Bank, N.A. as of SeptemberJune 30, 2017,2019, are presented in Table 45.

35.
Table 45:35:Credit Ratings as of SeptemberJune 30, 20172019
 Wells Fargo & Company Wells Fargo Bank, N.A.
 Senior debt 
Short-term
borrowings 
 
Long-term
deposits 
 
Short-term
borrowings 
Moody'sMoody’sA2 P-1 Aa1 P-1
S&P Global Ratings AA-  A-1A-2  AA-A+  A-1+A-1
Fitch Ratings, Inc.A+ F1 AA F1+
DBRS AA(low)AA (low)  R-1(middle)R-1 (middle) AA  R-1(high)R-1 (high)
FEDERAL HOME LOAN BANK MEMBERSHIP The Federal Home Loan Banks (the FHLBs) are a group of cooperatives that lending institutions use to finance housing and economic development in local communities. We are a member of the FHLBs based in Dallas, Des Moines and San Francisco. Each member of the FHLBs is required to maintain a minimum investment in capital stock of the applicable FHLB. The board of directors of each FHLB can increase the minimum investment requirements in the event it has concluded that additional capital is required to allow it to meet its own regulatory capital requirements. Any increase in the minimum investment requirements outside of specified ranges requires the approval of the Federal Housing Finance Board.Agency. Because the extent of any obligation to increase our investment in any of the FHLBs depends entirely upon the occurrence of a future event, potential future payments to the FHLBs are not determinable.


LIBOR TRANSITION During the first half of 2019, the Company did not issue any debt securities with an interest rate indexed to the new Secured Overnight Financing Rate (SOFR) published by the Federal Reserve Bank of New York. SOFR is an alternative to LIBOR and is a broad measure of the cost of borrowing cash overnight collateralized by U.S. Treasury securities. Due to the uncertainty surrounding the future of LIBOR, it is expected that a transition away from the widespread use of LIBOR to alternative benchmark rates will occur by the end of 2021. See the “Asset/Liability Management – Liquidity and Funding” section in our 2018 Form 10-K for additional information regarding our strategy to transition products and exposures away from LIBOR, and the “Risk Factors” section in our 2018 Form 10-K for additional information regarding the potential impact of a benchmark rate, such as LIBOR, or other referenced financial metric being significantly changed, replaced or discontinued.


Capital Management (continued)

Capital Management

We have an active program for managing capital through a comprehensive process for assessing the Company’s overall capital adequacy. Our objective is to maintain capital at an amount commensurate with our risk profile and risk tolerance objectives, and to meet both regulatory and market expectations. We primarily fund our working capital needs through the retention of earnings net of both dividends and share repurchases, as well as through the issuance of preferred stock and long and short-term debt. Retained earnings increased $8.7$6.4 billion from December 31, 2016,2018, predominantly from Wells Fargo net income of $15.9$12.1 billion, less common and preferred stock dividends of $7.0$4.8 billion. During thirdsecond quarter 2017,2019, we issued 10.1 million shares of common stock. During third quarter 2017, we repurchased 49.08.5 million shares of common stock, in open market transactions, private transactions and from employee benefit plans,excluding conversions of preferred shares. During second quarter 2019, we repurchased 104.9 million shares of common stock at a cost of $2.6$4.9 billion. We also entered into a $1 billion forward repurchase contract with an unrelated third partyThe amount of our repurchases are subject to various factors as discussed in October 2017 that is expected to settle in first quarter 2018 for approximately 19 million shares.the “Securities Repurchases” section below. For additional information about our forward repurchase agreements,share repurchases, see Note 1 (Summary of Significant Accounting Policies) to Financial Statements in this Report.
 
Regulatory Capital Guidelines
The Company and each of our insured depository institutions are subject to various regulatory capital adequacy requirements administered by the FRB and the OCC. Risk-based capital (RBC) guidelines establish a risk-adjusted ratio relating capital to different categories of assets and off-balance sheet exposures as discussed below.


RISK-BASED CAPITAL AND RISK-WEIGHTED ASSETS The Company is subject to final and interim final rules issued by federal banking regulators to implement Basel III capital requirements for U.S. banking organizations. These rules are based on international guidelines for determining regulatory capital issued by the Basel Committee on Banking Supervision (BCBS).BCBS. The federal banking regulators’ capital rules, among other things, require on a fully phased-in basis:
a minimum Common Equity Tier 1 (CET1) ratio of 9.0%, comprised of a 4.5% minimum requirement plus a capital conservation buffer of 2.5% and for us, as a global systemically important bank (G-SIB), a capital surcharge to be calculated annually, which is 2.0% based on our year-end 2015 data;for 2019;
a minimum tier 1 capital ratio of 10.5%, comprised of a 6.0% minimum requirement plus the capital conservation buffer of 2.5% and the G-SIB capital surcharge of 2.0%;
a minimum total capital ratio of 12.5%, comprised of a 8.0% minimum requirement plus the capital conservation buffer of 2.5% and the G-SIB capital surcharge of 2.0%;
a potential countercyclical buffer of up to 2.5% to be added to the minimum capital ratios, which is currently not in effect but could be imposed by regulators at their discretion if it is determined that a period of excessive credit growth is contributing to an increase in systemic risk;
a minimum tier 1 leverage ratio of 4.0%; and
a minimum supplementary leverage ratio (SLR) of 5.0% (comprised of a 3.0% minimum requirement plus a supplementary leverage buffer of 2.0%) for large and internationally active bank holding companies (BHCs).BHCs.


We were required to comply with the final Basel III capital rules beginning January 2014, with certain provisions subject to phase-in periods. The entire Basel III capital rules are scheduled
to be fully phased in by the end of 2021. The Basel III capital rules contain two frameworks for calculating capital requirements, a Standardized Approach, which replaced Basel I, and an Advanced Approach applicable to certain institutions, including Wells Fargo. Accordingly, in the assessment of our capital adequacy, we must report the lower of our CET1, tier 1 and total capital ratios calculated under the Standardized Approach and under the Advanced Approach.
On April 10, 2018, the FRB issued a proposed rule that would add a stress capital buffer and a stress leverage buffer to the minimum capital and tier 1 leverage ratio requirements. The buffers would be calculated based on the decrease in a financial institution’s risk-based capital and tier 1 leverage ratios under the supervisory severely adverse scenario in the Comprehensive Capital Analysis and Review (CCAR), plus four quarters of planned common stock dividends. The stress capital buffer would replace the 2.5% capital conservation buffer under the Standardized Approach, whereas the stress leverage buffer would be added to the current 4% minimum tier 1 leverage ratio.
Because the Company has been designated as a G-SIB, we willare also be subject to the FRB’sFRB's rule implementing the additional capital surcharge of between 1.0-4.5% on the minimum capital requirements of G-SIBs. Under the rule, we must annually calculate our surcharge under two methods and use the higher of the two surcharges. The first method (method one) will considerconsiders our size, interconnectedness, cross-jurisdictional activity, substitutability, and complexity, consistent with athe methodology developed by the BCBS and the Financial Stability Board (FSB). The second (method two) will useuses similar inputs, but will replacereplaces substitutability with use of short-term wholesale funding and will generally result in higher surcharges than the BCBS methodology. The phase-in period for the G-SIB surcharge began on January 1, 2016 and will becomebecame fully effectivephased-in on January 1, 2019. Based on year-end 2015 data, our 2017Our 2019 G-SIB surcharge under method two is 2.0% of the Company’s RWAs,risk-weighted assets (RWAs), which is the higher of method one and method two. Because the G-SIB surcharge is calculated annually based on data that can differ over time, the amount of the surcharge is subject to change in future years. Under the Standardized Approach, (fully phased-in), our CET1 ratio (fully phased-in) of 11.82%11.97% exceeded the minimum of 9.0% by 282297 basis points at SeptemberJune 30, 2017.2019.
Beginning January 1, 2018, the requirements for calculating CET1 and tier 1 capital, along with RWAs, became fully phased-in. However, the requirements for calculating tier 2 and total capital are still in accordance with Transition Requirements. The tables that follow provide information about our risk- basedrisk-based capital and related ratios as calculated under Basel III capital guidelines. For banking industry regulatory reporting purposes, we continue to report our tier 2 and total capital in accordance with Transition Requirements but are managing our capital based on a fully phased-in calculation. For information about our capital requirements calculated in accordance with Transition Requirements, see Note 1923 (Regulatory and Agency Capital Requirements) to Financial Statements in this Report.
Capital Management (continued)

Table 4636 summarizes our CET1, tier 1 capital, total capital, risk-weighted assets and capital ratios on a fully phased-in basis at SeptemberJune 30, 20172019 and December 31, 2016.2018. As of SeptemberJune 30, 2017,2019, our CET1, and tier 1, and total capital ratios were lower using RWAs calculated under the Standardized Approach.






Table 46:36:Capital Components and Ratios (Fully Phased-In) (1)
 September 30, 2017  December 31, 2016   June 30, 2019  December 31, 2018  
(in millions) Advanced Approach
 Standardized Approach
  Advanced Approach
 Standardized Approach
 
(in millions, except ratios) Advanced Approach
 Standardized Approach
  Advanced Approach
 Standardized Approach
 
Common Equity Tier 1(A)$152,808
 152,808
 146,424
 146,424
 (A)$149,183
 149,183
 146,363
 146,363
 
Tier 1 Capital(B)176,263
 176,263
 169,063
 169,063
 (B)170,675
 170,675
 167,866
 167,866
 
Total Capital(C)207,593
 217,279
 200,344
 210,796
 (C)200,291
 208,298
 198,103
 206,346
 
Risk-Weighted Assets(D)1,243,355
 1,292,841
 1,298,688
 1,358,933
 (D)1,182,838
 1,246,683
 1,177,350
 1,247,210
 
Common Equity Tier 1 Capital Ratio(A)/(D)12.29% 11.82
* 11.27
 10.77
*(A)/(D)12.61% 11.97
* 12.43
 11.74
*
Tier 1 Capital Ratio(B)/(D)14.18
 13.63
* 13.02
 12.44
*(B)/(D)14.43
 13.69
* 14.26
 13.46
*
Total Capital Ratio(C)/(D)16.70
*16.81
 15.43
*15.51
 (C)/(D)16.93

16.71
* 16.83
 16.54
*
*Denotes the lowest capital ratio as determined under the Advanced and Standardized Approaches.
(1)
Fully phased-in regulatorytotal capital amounts ratios and RWAsratios are considered non-GAAP financial measures that are used by management, bank regulatory agencies, investors and analysts to assess and monitor the Company’s capital position. See Table 4737 for information regarding the calculation and components of CET1, tier 1 capital, total capital and RWAs, as well as the corresponding reconciliation of our fully phased-in regulatory capital amounts to GAAP financial measures.

Table 4737 provides information regarding the calculation and composition of our risk-based capital under the Advanced and Standardized Approaches at September 30, 2017 and December 31, 2016.
 


Standardized Approaches at June 30, 2019 and December 31, 2018.
Table 47:37:Risk-Based Capital Calculation and Components
 September 30, 2017  December 31, 2016  June 30, 2019  December 31, 2018 
(in millions) Advanced Approach
 Standardized Approach
 Advanced Approach
 Standardized Approach
 Advanced Approach
 Standardized Approach
 Advanced Approach
 Standardized Approach
Total equity $206,824
 206,824
 200,497
 200,497
 $200,037
 200,037
 197,066
 197,066
Adjustments:         
 
    
Preferred stock (25,576) (25,576) (24,551) (24,551) (23,021) (23,021) (23,214) (23,214)
Additional paid-in capital on ESOP preferred stock (130) (130) (126) (126) (78) (78) (95) (95)
Unearned ESOP shares 1,904
 1,904
 1,565
 1,565
 1,292
 1,292
 1,502
 1,502
Noncontrolling interests (895) (895) (916) (916) (995) (995) (900) (900)
Total common stockholders' equity
182,127
 182,127
 176,469
 176,469
Total common stockholders’ equity
177,235
 177,235
 174,359
 174,359
Adjustments:                
Goodwill (26,581) (26,581) (26,693) (26,693) (26,415) (26,415) (26,418) (26,418)
Certain identifiable intangible assets (other than MSRs) (1,913) (1,913) (2,723) (2,723) (493) (493) (559) (559)
Other assets (1) (2,282) (2,282) (2,088) (2,088) (2,251) (2,251) (2,187) (2,187)
Applicable deferred taxes (2) 1,550
 1,550
 1,772
 1,772
 788
 788
 785
 785
Investment in certain subsidiaries and other (93) (93) (313) (313) 319
 319
 383
 383
Common Equity Tier 1 (Fully Phased-In)
152,808
 152,808
 146,424
 146,424

149,183
 149,183
 146,363
 146,363
Effect of Transition Requirements 740
 740

2,361
 2,361
Common Equity Tier 1 (Transition Requirements) $153,548
 153,548
 148,785
 148,785
                
Common Equity Tier 1 (Fully Phased-In) $152,808
 152,808
 146,424
 146,424
 $149,183
 149,183
 146,363
 146,363
Preferred stock 25,576
 25,576
 24,551
 24,551
 23,021
 23,021
 23,214
 23,214
Additional paid-in capital on ESOP preferred stock 130
 130
 126
 126
 78
 78
 95
 95
Unearned ESOP shares (1,904) (1,904) (1,565) (1,565) (1,292) (1,292) (1,502) (1,502)
Other (347) (347) (473) (473) (315) (315) (304) (304)
Total Tier 1 capital (Fully Phased-In)(A)176,263
 176,263
 169,063
 169,063
(A)170,675
 170,675
 167,866
 167,866
Effect of Transition Requirements 733
 733
 2,301
 2,301
Total Tier 1 capital (Transition Requirements) $176,996
 176,996
 171,364
 171,364
                
Total Tier 1 capital (Fully Phased-In) $176,263
 176,263
 169,063
 169,063
Long-term debt and other instruments qualifying as Tier 2 29,183
 29,183
 29,465
 29,465
 27,223
 27,223
 27,946
 27,946
Qualifying allowance for credit losses (3) 2,423
 12,109
 2,088
 12,540
 2,596
 10,603
 2,463
 10,706
Other (276) (276) (272) (272) (203) (203) (172) (172)
Total Tier 2 capital (Fully Phased-In)(B)31,330
 41,016
 31,281
 41,733
(B)29,616
 37,623
 30,237
 38,480
Effect of Transition Requirements 1,196
 1,196
 1,780
 1,780
 519
 519
 695
 695
Total Tier 2 capital (Transition Requirements) $32,526
 42,212
 33,061
 43,513
 $30,135
 38,142
 30,932
 39,175
                
Total qualifying capital (Fully Phased-In)(A)+(B)$207,593
 217,279
 200,344
 210,796
(A)+(B)$200,291
 208,298
 198,103
 206,346
Total Effect of Transition Requirements 1,929
 1,929
 4,081
 4,081
 519
 519
 695
 695
Total qualifying capital (Transition Requirements) $209,522
 219,208
 204,425
 214,877
 $200,810
 208,817
 198,798
 207,041
                
Risk-Weighted Assets (RWAs) (4)(5):                
Credit risk $910,562
 1,255,711
 960,763
 1,314,833
 $802,054
 1,203,474
 803,273
 1,201,246
Market risk 37,130
 37,130
 44,100
 44,100
 43,209
 43,209
 45,964
 45,964
Operational risk 295,663
 N/A
 293,825
 N/A
 337,575
 
 328,113
 N/A
Total RWAs (Fully Phased-In) $1,243,355
 1,292,841
 1,298,688
 1,358,933
 $1,182,838
 1,246,683
 1,177,350
 1,247,210
Credit risk $884,907
 1,231,508
 936,664
 1,292,098
Market risk 37,130
 37,130
 44,100
 44,100
Operational risk 295,663
 N/A
 293,825
 N/A
Total RWAs (Transition Requirements) $1,217,700
 1,268,638
 1,274,589
 1,336,198
(1)Represents goodwill and other intangibles on nonmarketable equity investments and on held-for-sale assets,securities, which are included in other assets.
(2)Applicable deferred taxes relate to goodwill and other intangible assets. They were determined by applying the combined federal statutory rate and composite state income tax rates to the difference between book and tax basis of the respective goodwill and intangible assets at period end.
(3)Under the Advanced Approach the allowance for credit losses that exceeds expected credit losses is eligible for inclusion in Tier 2 Capital, to the extent the excess allowance does not exceed 0.6% of Advanced credit RWAs, and under the Standardized Approach, the allowance for credit losses is includable in Tier 2 Capital up to 1.25% of Standardized credit RWAs, with any excess allowance for credit losses being deducted from total RWAs.
(4)RWAs calculated under the Advanced Approach utilize a risk-sensitive methodology, which relies upon the use of internal credit models based upon our experience with internal rating grades. Advanced Approach also includes an operational risk component, which reflects the risk of operating loss resulting from inadequate or failed internal processes or systems.
(5)Under the regulatory guidelines for risk-based capital, on-balance sheet assets and credit equivalent amounts of derivatives and off-balance sheet items are assigned to one of several broad risk categories according to the obligor, or, if relevant, the guarantor or the nature of any collateral. The aggregate dollar amount in each risk category is then multiplied by the risk weight associated with that category. The resulting weighted values from each of the risk categories are aggregated for determining total RWAs.
Capital Management (continued)


Table 4838 presents the changes in Common Equity Tier 1 under the Advanced Approach for the ninesix months ended SeptemberJune 30, 2017.2019.
 



Table 48:38:Analysis of Changes in Common Equity Tier 1
(in millions)    
Common Equity Tier 1 (Fully Phased-In) at December 31, 2016 $146,424
Net income 14,645
Common Equity Tier 1 (Fully Phased-In) at December 31, 2018 $146,363
Net income applicable to common stock 11,355
Common stock dividends (5,738) (4,069)
Common stock issued, repurchased, and stock compensation-related items (4,750) (8,030)
Goodwill 112
 3
Certain identifiable intangible assets (other than MSRs) 811
 67
Other assets (1) (195) (64)
Applicable deferred taxes (2) (221) 3
Investment in certain subsidiaries and other 1,720
 3,555
Change in Common Equity Tier 1 6,384
 2,820
Common Equity Tier 1 (Fully Phased-In) at September 30, 2017 $152,808
Common Equity Tier 1 (Fully Phased-In) at June 30, 2019 $149,183
(1)Represents goodwill and other intangibles on nonmarketable equity investments and on held-for-sale assets,securities, which are included in other assets.
(2)Applicable deferred taxes relate to goodwill and other intangible assets. They were determined by applying the combined federal statutory rate and composite state income tax rates to the difference between book and tax basis of the respective goodwill and intangible assets at period end.


Table 4939 presents net changes in the components of RWAs under the Advanced and Standardized Approaches for the ninesix months ended SeptemberJune 30, 2017.2019.
 




Table 49:39:Analysis of Changes in RWAs
(in millions)Advanced Approach
Standardized Approach
Advanced Approach
Standardized Approach
RWAs (Fully Phased-In) at December 31, 2016$1,298,688
1,358,933
RWAs (Fully Phased-In) at December 31, 2018$1,177,350
1,247,210
Net change in credit risk RWAs(50,201)(59,122)(1,219)2,228
Net change in market risk RWAs(6,970)(6,970)(2,755)(2,755)
Net change in operational risk RWAs1,838
N/A
9,462

Total change in RWAs(55,333)(66,092)5,488
(527)
RWAs (Fully Phased-In) at September 30, 20171,243,355
1,292,841
Effect of Transition Requirements(25,655)(24,203)
RWAs (Transition Requirements) at September 30, 2017$1,217,700
1,268,638
RWAs (Fully Phased-In) at June 30, 2019$1,182,838
1,246,683




TANGIBLE COMMON EQUITY We also evaluate our business based on certain ratios that utilize tangible common equity. Tangible common equity is a non-GAAP financial measure and represents total equity less preferred equity, noncontrolling interests, and goodwill and certain identifiable intangible assets (including goodwill and intangible assets associated with certain of our nonmarketable equity investmentssecurities, but excluding mortgage servicing rights), net of applicable deferred taxes. These tangible common equity ratios are as follows:
Tangible book value per common share, which represents tangible common equity divided by common shares outstanding.
 
Return on average tangible common equity (ROTCE), which represents our annualized earnings contribution as a percentage of tangible common equity.


The methodology of determining tangible common equity may differ among companies. Management believes that tangible book value per common share and return on average tangible common equity, which utilize tangible common equity, are useful financial measures because they enable investors and others to assess the Company'sCompany’s use of equity.
Table 5040 provides a reconciliation of these non-GAAP financial measures to GAAP financial measures.


Table 50:40:Tangible Common Equity
 Balance at period end Average balance Balance at period end  Average balance 
 Quarter ended Quarter ended Nine months ended Quarter ended  Quarter ended  Six months ended 
(in millions, except ratios) Sep 30,
2017

Jun 30,
2017

Sep 30,
2016

 Sep 30,
2017

 Jun 30,
2017

Sep 30,
2016

 Sep 30,
2017

Sep 30,
2016

 Jun 30,
2019

Mar 31,
2019

Jun 30,
2018

 Jun 30,
2019

Mar 31,
2019

Jun 30,
2018

 Jun 30,
2019

Jun 30,
2018

Total equity $206,824
206,145
203,958
 207,934
 205,968
203,883
 205,246
200,502
 $200,037
198,733
206,069
 199,685
198,349
206,067
 199,021
206,123
Adjustments:                 
Preferred stock (25,576)(25,785)(24,594) (25,780) (25,849)(24,813) (25,600)(24,291) (23,021)(23,214)(25,737) (23,023)(23,214)(26,021) (23,118)(26,089)
Additional paid-in capital on ESOP preferred stock (130)(136)(130) (136) (144)(148) (142)(172) (78)(95)(116) (78)(95)(129) (87)(141)
Unearned ESOP shares 1,904
2,119
1,612
 2,114
 2,366
1,850
 2,226
2,150
 1,292
1,502
2,051
 1,294
1,502
2,348
 1,397
2,428
Noncontrolling interests (895)(915)(930) (926) (910)(927) (931)(938) (995)(901)(881) (939)(899)(919) (919)(958)
Total common stockholders' equity(A) 182,127
181,428
179,916
 183,206
 181,431
179,845
 180,799
177,251
Total common stockholders’ equity(A) 177,235
176,025
181,386
 176,939
175,643
181,346
 176,294
181,363
Adjustments:             
 
  
Goodwill (26,581)(26,573)(26,688) (26,600) (26,664)(26,979) (26,645)(26,696) (26,415)(26,420)(26,429) (26,415)(26,420)(26,444) (26,417)(26,480)
Certain identifiable intangible assets (other than MSRs) (1,913)(2,147)(3,001) (2,056) (2,303)(3,145) (2,314)(3,383) (493)(522)(1,091) (505)(543)(1,223) (524)(1,355)
Other assets (1) (2,282)(2,268)(2,230) (2,231) (2,160)(2,131) (2,163)(2,097) (2,251)(2,131)(2,160) (2,155)(2,159)(2,271) (2,157)(2,252)
Applicable deferred taxes (2) 1,550
1,624
1,832
 1,579
 1,648
1,855
 1,650
1,973
 788
771
874
 780
784
889
 782
911
Tangible common equity(B) $152,901
152,064
149,829
 153,898
 151,952
149,445
 151,327
147,048
(B) $148,864
147,723
152,580
 148,644
147,305
152,297
 147,978
152,187
Common shares outstanding(C) 4,927.9
4,966.8
5,023.9
 N/A
 N/A
N/A
 N/A
N/A
(C) 4,419.6
4,511.9
4,849.1
 N/A
N/A
N/A
 N/A
N/A
Net income applicable to common stock (3)(D) N/A
N/A
N/A
 $4,185
 5,404
5,243
 14,645
15,501
(D) N/A
N/A
N/A
 $5,848
5,507
4,792
 11,355
9,525
Book value per common share(A)/(C) $36.96
36.53
35.81
 N/A
 N/A
N/A
 N/A
N/A
(A)/(C) $40.10
39.01
37.41
 N/A
N/A
N/A
 N/A
N/A
Tangible book value per common share(B)/(C) 31.03
30.62
29.82
 N/A
 N/A
N/A
 N/A
N/A
(B)/(C) 33.68
32.74
31.47
 N/A
N/A
N/A
 N/A
N/A
Return on average common stockholders’ equity (ROE) (annualized)(D)/(A) N/A
N/A
N/A
 9.06
%11.95
11.60
 10.83
11.68
(D)/(A) N/A
N/A
N/A
 13.26%12.71
10.60
 12.99
10.59
Return on average tangible common equity (ROTCE) (annualized)(D)/(B) N/A
N/A
N/A
 10.79
 14.26
13.96
 12.94
14.08
(D)/(B) N/A
N/A
N/A
 15.78
15.16
12.62
 15.47
12.62
(1)Represents goodwill and other intangibles on nonmarketable equity investments and on held-for-sale assets,securities, which are included in other assets.
(2)Applicable deferred taxes relate to goodwill and other intangible assets. They were determined by applying the combined federal statutory rate and composite state income tax rates to the difference between book and tax basis of the respective goodwill and intangible assets at period end.
(3)Quarter ended net income applicable to common stock is annualized for the respective ROE and ROTCE ratios.
Capital Management (continued)


SUPPLEMENTARY LEVERAGE RATIO In April 2014, federal banking regulators finalized a rule that enhances the SLR requirements for BHCs, like Wells Fargo, and their insured depository institutions. The calculation of the SLR consists ofis Tier 1 capital divided by the Company’s total leverage exposure. Total leverage exposure consists of the total average on-balance sheet assets, less goodwill and other permitted Tier 1 capital deductions (net of deferred tax liabilities), plus certain off-balance sheet exposures, such as undrawn commitments and derivative exposures, less amounts permitted to be deducted from Tier 1 capital.exposures. The rule, which becomesbecame effective on January 1, 2018, will requirerequires a covered BHC to maintain a SLR of at least 5.0% (comprised of the 3.0% minimum requirement plus a supplementary leverage buffer of 2.0%) to avoid restrictions on capital distributions and discretionary bonus payments. The rule will also requirerequires that all of our insured depository institutions maintain a SLR of 6.0% under applicable regulatory capital adequacy guidelines. In September 2014, federal banking regulators finalized additional changesApril 2018, the FRB and OCC proposed rules (the “Proposed SLR Rules”) that would replace the 2% supplementary leverage buffer with a buffer equal to the SLR requirements to implement revisions to the Basel III leverage framework finalized by the BCBS in January 2014. These additional changes, among other things, modify the methodology for including off- balance sheet items, including credit derivatives, repo-style transactions and lines of credit, in the denominatorone-half of the firm’s G-SIB capital surcharge. The Proposed SLR and will become effective on January 1, 2018. Rules would similarly tailor the current 6% SLR requirement for our insured depository institutions.
At SeptemberJune 30, 2017,2019, our SLR for the Company was 7.9% assuming full phase-in of the Advanced Approach capital framework.7.7%. Based on our review, our current leverage levels would exceed the applicable requirements for each of our insured depository institutions as well. The fully phased-in SLR is considered a non-GAAP financial measure that is used by management, bank regulatory agencies, investors and analysts to assess and monitor the Company’s leverage exposure. See Table 5141 for information regarding the calculation and components of the SLR.
Table 51:Fully Phased-In SLR41:Supplementary Leverage Ratio
(in millions, except ratio)September 30, 2017
 Quarter ended June 30, 2019
Tier 1 capital$176,263
(A)$170,675
Total average assets1,938,522
 1,900,627
Less: deductions from Tier 1 capital29,705
Less: Goodwill and other permitted Tier 1 capital deductions (net of deferred tax liabilities) 28,821
Total adjusted average assets1,908,817
 1,871,806
Adjustments: 
Derivative exposures73,681
Plus adjustments for off-balance sheet exposures:  
Derivatives (1) 68,229
Repo-style transactions(2)3,055
 5,033
Other off-balance sheet exposures243,339
Total adjustments320,075
Other (3) 257,539
Total off-balance sheet exposures 330,801
Total leverage exposure$2,228,892
(B)$2,202,607
Supplementary leverage ratio7.9%(A)/(B)7.7%
(1)Adjustment represents derivatives and collateral netting exposures as defined for supplementary leverage ratio determination purposes.
(2)Adjustment represents counterparty credit risk for repo-style transactions where Wells Fargo & Company is the principal (i.e., principal counterparty facing the client).
(3)Adjustment represents credit equivalent amounts of other off-balance sheet exposures not already included as derivatives and repo-style transactions exposures.
OTHER REGULATORY CAPITAL MATTERS In December 2016, the FRB finalized rules to address the amount of equity and unsecured long-term debt a U.S. G-SIB must hold to improve its resolvability and resiliency, often referred to as Total Loss Absorbing Capacity (TLAC). Under the rules, which becomebecame effective on January 1, 2019, U.S. G-SIBs will beare required to have a minimum TLAC amount (consisting of CET1 capital and additional tier 1 capital issued directly by the top-tier or covered BHC plus eligible external long-term debt) equal to the greater of (i) 18% of RWAs and (ii) 7.5% of total leverage exposure (the denominator of the SLR calculation). Additionally, U.S. G-SIBs will beare required to maintain (i) a TLAC buffer equal to 2.5% of RWAs plus the firm’s applicable G-SIB capital surcharge calculated under method one plus any applicable countercyclical buffer that willto be added to the 18% minimum and (ii) an external
TLAC leverage buffer equal to 2.0% of total leverage exposure that willto be added to the
7.5% minimum, in order to avoid restrictions on capital distributions and discretionary bonus payments. The rules will also require U.S. G-SIBs to have a minimum amount of eligible unsecured long-term debt equal to the greater of (i) 6.0% of RWAs plus the firm’s applicable G-SIB capital surcharge calculated under method two and (ii) 4.5% of the total leverage exposure. In addition, the rules will impose certain restrictions on the operations and liabilities of the top-tier or covered BHC in order to further facilitate an orderly resolution, including prohibitions on the issuance of short-term debt to external investors and on entering into derivatives and certain other types of financial contracts with external counterparties. While the rules permit permanent grandfathering of a significant portion of otherwise ineligible long-term debt that was issued prior to December 31, 2016, long-term debt issued after that date must be fully compliant with the eligibility requirements of the rules in order to count toward the minimum TLAC amount. As a result of the rules, we will need to issue additional long-term debt to remain compliant with the requirements.Under the Proposed SLR Rules, the 2% external TLAC leverage buffer would be replaced with a buffer equal to one-half of the firm’s G-SIB capital surcharge. Additionally, the Proposed SLR Rules would modify the leverage component for calculating the minimum amount of eligible unsecured long-term debt from 4.5% of total leverage exposure to 2.5% of total leverage exposure plus one-half of the firm’s G-SIB capital surcharge. As of June 30, 2019, our eligible external TLAC as a percentage of total risk-weighted assets was 24.09% compared with a required minimum of 22.0%. Similar to the risk-based capital requirements, we determine minimum required TLAC based on the greater of RWAs determined under the Standardized and Advanced approaches.
In addition, as discussed in the “Risk Management – Asset/ Liability Management – Liquidity and Funding – Liquidity Standards” section in this Report, federal banking regulators have issued a final rule regarding the U.S. implementation of the Basel III LCR and a proposed rule regarding the NSFR.


Capital Planning and Stress Testing
Our planned long-term capital structure is designed to meet regulatory and market expectations. We believe that our long-term targeted capital structure enables us to invest in and grow our business, satisfy our customers’ financial needs in varying environments, access markets, and maintain flexibility to return capital to our shareholders. Our long-term targeted capital structure also considers capital levels sufficient to exceed capital requirements including the G-SIB surcharge. Accordingly, based on the final Basel III capital rules under the lower of the Standardized or Advanced Approaches CET1 capital ratios, we currently target a long-term CET1 capital ratio at or in excess of 10%, which includes a 2% G-SIB surcharge. Our capital targets are subject to change based on various factors, including changes to the regulatory capital framework and expectations for large banks promulgated by bank regulatory agencies, planned capital actions, changes in our risk profile and other factors. As discussed above in the “Capital Management – Regulatory Capital Guidelines – Risk-Based Capital and Risk-Weighted Assets” section of this Report, the FRB has proposed including a stress capital buffer to replace the current 2.5% capital conservation buffer. Under the proposal, it is expected that the adoption of CECL accounting would be included in the calculation of the stress capital buffer. We expect that implementation of the stress capital buffer may increase the level and volatility of minimum capital ratio requirements, which may cause our current long-term CET1 capital ratio target of 10% to increase.

Under the FRB’s capital plan rule, large BHCs are required to submit capital plans annually for review to determine if the FRB has any objections before making any capital distributions. The rule requires updates to capital plans in the event of material changes in a BHC’s risk profile, including as a result of any significant acquisitions. The FRB assesses, among other things, the overall financial condition, risk profile, and capital adequacy of BHCs while considering both quantitative and qualitative factors when evaluating capital plans.
Our 20172019 capital plan, which was submitted on April 4, 2017,2019, as part of CCAR, included a comprehensive capital outlook supported by an assessment of expected sources and uses of capital over a given planning horizon under a range of expected and stress scenarios. As part of the 20172019 CCAR, the FRB also generated a supervisory stress test, which assumed a sharp decline in the economy and significant decline in asset pricing using the information provided by the Company to estimate performance. The FRB reviewed the supervisory stress results both as required under the Dodd-Frank Act using a common set of capital actions for all large BHCs and by taking into account the Company’s proposed capital actions. The FRB published its

supervisory stress test results as required under the Dodd-Frank Act on June 22, 2017.21, 2019. On June 28, 2017,27, 2019, the FRB notified us that it did not object to our capital plan included in the 20172019 CCAR. On July 23, 2019, the Company increased its quarterly common stock dividend to $0.51 per share, as approved by the Board. The plan also includes up to $23.1 billion of gross common stock repurchases, subject to management discretion, for the four-quarter period from third quarter 2019 through second quarter 2020.
Federal banking regulators require stress tests to evaluate whether an institution has sufficient capital to continue to operate during periods of adverse economic and financial conditions. These stress testing requirements set forth the timing and type of stress test activities large BHCs and banks must undertake as well as rules governing stress testing controls, oversight and disclosure requirements. The rules also limit a large BHC’s ability to make capital distributions to the extent its actual capital issuances were less than amounts indicated in its capital plan. As required under the FRB’s stress testing rule, we must submit a mid-cycle stress test based on second quarter data and scenarios developed by the Company. We submittedIn October 2018, the results ofFRB proposed a rule that would, among other things, eliminate the mid-cycle stress test to the FRB and disclosed a summary of the resultsrequirement for banks beginning in October 2017.2020.


Securities Repurchases
From time to time the Board authorizes the Company to repurchase shares of our common stock. Although we announce when the Board authorizes share repurchases, we typically do not give any public notice before we repurchase our shares. Future stock repurchases may be private or open-market repurchases, including block transactions, accelerated or delayed block transactions, forward repurchase transactions, and similar transactions. Additionally, we may enter into plans to purchase stock that satisfy the conditions of Rule 10b5-1 of the Securities Exchange Act of 1934. Various factors determine the amount and timing of our share repurchases, including our capital requirements, the number of shares we expect to issue for employee benefit plans and acquisitions, market conditions (including the trading price of our stock), and regulatory and legal considerations, including the FRB’s response to our capital plan and to changes in our risk profile. Due to the various factors impacting the amount of our share repurchases and the fact that we tend to be in the market regularly to satisfy repurchase considerations under our capital plan, our share repurchases occur at various price levels. We may suspend share repurchase activity at any time.
In January 2016,October 2018, the Board authorized the repurchase of 350 million shares of our common stock. At SeptemberJune 30, 2017,2019, we had remaining authority to repurchase approximately 122193 million shares, subject to regulatory and legal conditions. In July 2019, the Board authorized the repurchase of an additional 350 million shares of our common stock. For more information about share repurchases during thirdsecond quarter 2017,2019, see Part II, Item 2 in this Report.
Historically, our policy has been to repurchase shares under the “safe harbor” conditions of Rule 10b-18 of the Securities Exchange Act of 1934 including a limitation on the daily volume of repurchases. Rule 10b-18 imposes an additional daily volume limitation on share repurchases during a pending merger or acquisition in which shares of our stock will constitute some or all of the consideration. Our management may determine that during a pending stock merger or acquisition when the safe harbor would otherwise be available, it is in our best interest to repurchase shares in excess of this additional daily volume limitation. In such cases, we intend to repurchase shares in compliance with the other conditions of the safe harbor, including the standing daily volume limitation that applies whether or not there is a pending stock merger or acquisition.
In connection with our participation in the Capital Purchase Program (CPP), a part of the Troubled Asset Relief Program (TARP), we issued to the U.S. Treasury Department warrants to purchase 110,261,688 shares of our common stock with an original exercise price of $34.01 per share expiring on October 28, 2018. The terms of the warrants require the exercise price to be adjusted under certain circumstances when the Company’s quarterly common stock dividend exceeds $0.34 per share, which began occurring in second quarter 2014. Accordingly, with each quarterly common stock dividend above $0.34 per share, we must calculate whether an adjustment to the exercise price is required by the terms of the warrants, including whether certain minimum thresholds have been met to trigger an adjustment, and notify the holders of any such change. The Board authorized the repurchase by the Company of up to $1 billion of the warrants. At September 30, 2017, there were 26,560,862 warrants outstanding, exercisable at $33.731 per share, and $452 million of unused warrant repurchase authority. Depending on market conditions, we may purchase from time to time additional warrants in privately negotiated or open market transactions, by tender offer or otherwise.


Regulatory Matters (continued)

Regulatory Matters
Since the enactment of the Dodd-Frank Act in 2010, the U.S. financial services industry has been subject to a significant increase in regulation and regulatory oversight initiatives. This increased regulation and oversight has substantially changed how most U.S. financial services companies conduct business and has increased their regulatory compliance costs.
For a discussion of certain consent orders applicable to the Company, see the “Overview” section in this Report. The following supplements our discussion of the other significant regulations and regulatory oversight initiatives that have affected or may affect our business contained in the “Regulatory Matters” and “Risk Factors” sections in our 20162018 Form 10-K and the “Regulatory Matters”"Regulatory Matters" section in our 20172019 First and Second Quarter ReportsReport on Form 10-Q.

REGULATION OF CONSUMER FINANCIAL PRODUCTS The Dodd-Frank Act established the Consumer Financial Protection Bureau (CFPB) to ensure consumers receive clear and accurate disclosures regarding financial products and to protect them from hidden fees and unfair or abusive practices. With respect to residential mortgage lending, the CFPB issued a number of final rules implementing new origination, notification, disclosure and other requirements, as well as additional limitations on the fees and charges that may be increased from the estimates provided by lenders. In October 2015, the CFPB finalized amendments to the rule implementing the Home Mortgage Disclosure Act, resulting in a significant expansion of the data points lenders will be required to collect beginning January 1, 2018 and report to the CFPB beginning January 1, 2019. The CFPB also expanded the transactions covered by the rule and increased the reporting frequency from annual to quarterly for large volume lenders, such as Wells Fargo, beginning January 1, 2020. With respect to other financial products, in October 2016, the CFPB finalized rules, most of which become effective on April 1, 2018, to make prepaid cards subject to similar consumer protections as those provided by more traditional debit and credit cards such as fraud protection and expanded access to account information. In July 2017, the CFPB finalized a rule, which became effective on September 18, 2017, prohibiting covered providers of certain consumer financial products and services, such as Wells Fargo, from using arbitration agreements that prevent consumers from filing or participating in class action litigation. However, Congress subsequently used its powers under the Congressional Review Act to overturn the CFPB's arbitration rule and prohibited the CFPB from writing a “substantially similar” rule in the future without congressional action.
In addition to these rulemaking activities, the CFPB is continuing its on-going supervisory examination activities of the financial services industry with respect to a number of consumer businesses and products, including mortgage lending and servicing, fair lending requirements, student lending activities, and automobile finance. At this time, the Company cannot predict the full impact of the CFPB’s rulemaking and supervisory authority on our business practices or financial results.

LIVING WILLWILL” REQUIREMENTS AND RELATED MATTERS
Rules adopted by the FRB and the FDIC under the Dodd-Frank Act require large financial institutions, including Wells Fargo, to prepare and periodically revise resolution plans, so-called “living-wills”, that would facilitate their resolution in the event of material distress or failure. Under the rules, resolution plans are required to provide strategies for resolution under the Bankruptcy Code and other applicable insolvency regimes that can be accomplished in a reasonable period of time and in a
manner that mitigates the risk that failure would have serious adverse effects on the financial stability of the United States. We submitted our 20172019 resolution plan to the FRB and FDIC on June 30, 2017, but have not yet received regulatory feedback on the27, 2019. Our national bank subsidiary, Wells Fargo Bank, N.A. (the "Bank"), is also required to prepare a resolution plan. If the FRB andor FDIC determinedetermines that our 2017 resolution plan has
Regulatory Matters (continued)

deficiencies, they may impose more stringent capital, leverage or liquidity requirements on us or restrict our growth, activities or operations until we adequately remedy the deficiencies. If the FRB andor FDIC ultimately determinedetermines that we have been unable to remedy any deficiencies, they could require us to divest certain assets or operations.
We must also prepare and submit to the FRB a recovery plan that identifies a range of options that we may consider during times of idiosyncratic or systemic economic stress to remedy any financial weaknesses and restore market confidence without extraordinary government support. Recovery options include the possible sale, transfer or disposal of assets, securities, loan portfolios or businesses. Our insured national bank subsidiary, Wells FargoThe Bank N.A. (the “Bank”), must also prepare and submit to the OCC a recovery plan that sets forth the bank’sBank’s plan to remain a going concern when the bankBank is experiencing considerable financial or operational stress, but has not yet deteriorated to the point where liquidation or resolution is imminent. If either the FRB or the OCC determine that our recovery plan is deficient, they may impose fines, restrictions on our business or ultimately require us to divest assets.
If Wells Fargo were to fail, it may be resolved in a bankruptcy proceeding or, if certain conditions are met, under the resolution regime created by the Dodd-Frank Act known as the “orderly liquidation authority.” The orderly liquidation authority allows for the appointment of the FDIC as receiver for a systemically important financial institution that is in default or in danger of default if, among other things, the resolution of the institution under the U.S. Bankruptcy Code would have serious adverse effects on financial stability in the United States. If the FDIC is appointed as receiver for Wells Fargo & Company (the “Parent”), then the orderly liquidation authority, rather than the U.S. Bankruptcy Code, would determine the powers of the receiver and the rights and obligations of our security holders. The FDIC’s orderly liquidation authority requires that security holders of a company in receivership bear all losses before U.S. taxpayers are exposed to any losses, and allows the FDIC to disregard the strict priority of creditor claims under the U.S. Bankruptcy Code in certain circumstances.
Whether under the U.S. Bankruptcy Code or by the FDIC under the orderly liquidation authority, Wells Fargo could be resolved using a “multiple"multiple point of entry”entry" strategy, in which the Parent and one or more of its subsidiaries would each undergo separate resolution proceedings, or a “single point of entry” strategy, in which the Parent would likely be the only material legal entity to enter resolution proceedings. The FDIC has announced that a single point of entry strategy may be a desirable strategy under its implementation of the orderly liquidation authority, but not all aspects of how the FDIC might exercise this authority are known and additional rulemaking is possible.
The strategy described in our most recent resolution plan submission is a multiplesingle point of entry strategy; however,strategy. However, we have made a decisionare not obligated to move tomaintain a single point of entry strategy, for our next resolution plan submission. We are not obligated to maintain either a single point of entry or multiple point of entry strategy, and the strategiesstrategy reflected in our resolution plan submissions areis not binding in the event of an actual resolution

of Wells Fargo, whether conducted under the U.S. Bankruptcy Code or by the FDIC under the orderly liquidation authority.
To facilitate the orderly resolution of systemically important financial institutions in case of material distress or failure, federal banking regulations require that institutions, such as Wells Fargo, maintain a minimum amount of equity and unsecured debt to absorb losses and recapitalize operating subsidiaries. Federal banking regulators have also required measures to facilitate the continued operation of operating subsidiaries notwithstanding the failure of their parent companies, such as limitations on parent guarantees, and have issued guidance
encouraging institutions to take legally binding measures to provide capital and liquidity resources to certain subsidiaries in order to facilitate an orderly resolution. In response to the regulators’ guidance and to facilitate the orderly resolution of the Company, using either a single point of entry or multiple point of entry resolution strategy, on June 28, 2017, the Parent entered into a support agreement, as amended and restated on June 26, 2019 (the “Support Agreement”), with WFC Holdings, LLC, an intermediate holding company and subsidiary of the Parent (the “IHC”), and the Bank, Wells Fargo Securities, LLC (“WFS”), and Wells Fargo Clearing Services, LLC (“WFCS”), each anand certain other direct and indirect subsidiarysubsidiaries of the Parent.Parent designated as material entities for resolution planning purposes (the “Covered Entities”) or identified as related support entities in our resolution plan (the “Related Support Entities”). Pursuant to the Support Agreement, the Parent transferred a significant amount of its assets, including the majority of its cash, deposits, liquid securities and intercompany loans (but excluding its equity interests in its subsidiaries and certain other assets), to the IHC
and will continue to transfer those types of assets to the IHC from time to time. In the event of our material financial distress or failure, the IHC will be obligated to use the transferred assets to provide capital and/or liquidity to the Bank, WFS, WFCS, and the Covered Entities pursuant to the Support Agreement and to WFS and WFCS through repurchase facilities entered into in connection with the Support Agreement. Under the Support Agreement, the IHC will also provide funding and liquidity to the Parent through subordinated notes and a committed line of credit, which, together with the issuance of dividends, is expected to provide the Parent, during business as usual operating conditions, with the same access to cash necessary to service its debts, pay dividends, repurchase its shares, and perform its other obligations as it would have had if it had not entered into these arrangements and transferred any assets. If certain liquidity and/or capital metrics fall below defined triggers, or if the Parent’s board of directors authorizes it to file a case under the U.S. Bankruptcy Code, the subordinated notes would be forgiven, and the committed line of credit would terminate, and the IHC’s ability to pay dividends to the Parent would be restricted, any of which could materially and adversely impact the Parent’s liquidity and its ability to satisfy its debts and other obligations, and could result in the commencement of bankruptcy proceedings by the Parent at an earlier time than might have otherwise occurred if the Support Agreement were not implemented. The Parent's and the IHC's respective obligations under the Support Agreement of the Parent, the IHC, the Bank, and the Related Support Entities are secured pursuant to a related security agreement.


BROKER-DEALER STANDARDS OF CONDUCT In June 2019, the SEC finalized a rule that requires broker-dealers to act in the best interest of a retail customer when making a recommendation of any securities transaction or investment strategy involving securities. This rule impacts the manner in which business is conducted with customers seeking investment advice and may affect certain investment product offerings.


Critical Accounting Policies
Our significant accounting policies (see Note 1 (Summary of Significant Accounting Policies) to Financial Statements in our 20162018 Form 10-K) are fundamental to understanding our results of operations and financial condition because they require that we use estimates and assumptions that may affect the value of our assets or liabilities and financial results. SixFive of these policies are critical because they require management to make difficult, subjective and complex judgments about matters that are inherently uncertain and because it is likely that materially different amounts would be reported under different conditions or using different assumptions. These policies govern:
the allowance for credit losses;
PCI loans;
the valuation of residential MSRs;
the fair value of financial instruments;
income taxes; and
liability for contingent litigation losses.


Starting second quarter 2017,Management and the liability for contingent litigation losses has been designated as one of ourBoard’s Audit and Examination Committee have reviewed and approved these critical accounting policies. The remaining five of theseThese policies are described further in the “Financial Review – Critical Accounting Policies” section and Note 1 (Summary of Significant Accounting Policies) to Financial Statements in our 20162018 Form 10-K.

Liability for Contingent Litigation Losses
The Company is involved in a number of judicial, regulatory, arbitration and other proceedings concerning matters arising from the conduct of its business activities, and many of those proceedings expose the Company to potential financial loss. We establish accruals for these legal actions when potential losses associated with the actions become probable and the costs can be reasonably estimated. For such accruals, we record the amount we consider to be the best estimate within a range of potential losses that are both probable and estimable; however, if we
cannot determine a best estimate, then we record the low end of the range of those potential losses. The actual costs of resolving legal actions may be substantially higher or lower than the amounts accrued for those actions.
We apply judgment when establishing an accrual for potential losses associated with legal actions and in establishing the range of reasonably possible losses in excess of the accrual. Our judgment in establishing accruals and the range of reasonably possible losses in excess of the Company's accrual for probable and estimable losses is influenced by our understanding of information currently available related to the legal evaluation and potential outcome of actions, including input and advice on these matters from our internal counsel, external counsel and senior management. These matters may be in various stages of investigation, discovery or proceedings. They may also involve a wide variety of claims across our businesses, legal entities and jurisdictions. The eventual outcome may be a scenario that was not considered or was considered remote in anticipated occurrence. Accordingly, our estimate of potential losses will change over time and the actual losses may vary significantly.
The outcomes of legal actions are unpredictable and subject to significant uncertainties, and it is inherently difficult to determine whether any loss is probable or even possible. It is also inherently difficult to estimate the amount of any loss and there may be matters for which a loss is probable or reasonably possible but not currently estimable. Accordingly, actual losses may be in excess of the established accrual or the range of reasonably possible loss.
See Note 11 (Legal Actions) to Financial Statements in this Report for further information.
Management and the Board's Audit and Examination Committee have reviewed and approved these critical accounting policies.
Current Accounting Developments (continued)


Current Accounting Developments
Table 5242 provides the significant accounting pronouncementsupdates applicable to us that have been issued by the FASB but are not yet effective.


Table 52:42:Current Accounting Developments – Issued Standards
Standard Description Effective date and financial statement impact
Accounting StandardsStandard Update (ASU or Update) 2017-12 - Derivatives and Hedging2018-12 – Financial Services – Insurance (Topic 815)944): Targeted Improvements to the Accounting for Hedging ActivitiesLong-Duration Contracts
The Update requires all features in long-duration insurance contracts that meet the definition of a market risk benefit to be measured at fair value through earnings with changes in fair value attributable to our own credit risk recognized in other comprehensive income. Currently, two measurement models exist for these features, fair value and insurance accrual. The Update requires the use of a standardized discount rate and routine updates for insurance assumptions used in valuing the liability for future policy benefits for traditional long-duration contracts. The Update also simplifies the amortization of deferred acquisition costs.

 The Update makes targetedguidance becomes effective on January 1, 2021. Certain of our variable annuity reinsurance products meet the definition of market risk benefits and will require the associated insurance-related reserves for these products to be measured at fair value as of the earliest period presented, with the cumulative effect on fair value for changes attributable to our own credit risk recognized in the beginning balance of accumulated other comprehensive income. The cumulative effect of the difference between fair value and carrying value, excluding the effect on fair value for our own credit risk, will be recognized in the opening balance of retained earnings. As of June 30, 2019, we held $1.0 billion in insurance-related reserves of which $444 million was in scope of the Update. A total of $387 million was associated with products that meet the definition of market risk benefits, and of this amount, $21 million was measured at fair value under current accounting standards. The market risk benefits are largely indexed to U.S. equity and fixed income markets. Upon adoption, we may incur periodic earnings volatility from changes in the fair value of market risk benefits primarily due to the long duration of these contracts. We plan to economically hedge accounting model intended to facilitate financial reporting that more closely reflects an entity’sthis volatility, where feasible. The ultimate impact of these changes will depend on the composition of our market risk management activities and to simplify applicationbenefits portfolio at the date of hedge accounting.adoption. Changes include expanding the types of risk management strategies eligible for hedge accounting, easing the documentation and effectiveness assessment requirements, changing how ineffectiveness is measured and changing the presentation and disclosure requirements for hedge accounting activities.We adopted the Update in fourth quarter 2017. Our financial statements for the year ended December 31, 2017, will include a cumulative-effect adjustment to opening retained earnings and adjustments to our 2017 earnings to reflect application of the new guidance effective January 1, 2017. The new guidance significantly reduces but does not eliminate interest-rate and foreign-currency related hedge ineffectiveness. However, we may continue to experience hedge ineffectiveness volatility related to certain hedges of foreign-currency denominated debt liabilities. The adjustment as of January 1, 2017, reduced retained earnings by approximately $381 million and increased other comprehensive income by approximately $168 million. Through September 30, 2017, year-to-date net income will increase approximately $169 million ($242 million pre-tax) and other comprehensive income will decrease by $163 million upon application of the new guidance.
ASU 2017-08 – Receivables – Nonrefundable Fees and Other Costs (Subtopic 310-20): Premium Amortization on Purchased Callable Debt Securities
The Update changes the accounting for certain purchased callable debt securities held at a premium to shorten the amortization period for the premium to the earliest call date rather thanliability for future policy benefits for traditional long-duration contracts and deferred acquisition costs will be applied to all outstanding long-duration contracts on the maturity date. Accounting for purchased callable debt securities heldbasis of their existing carrying amounts at a discount does not change. The discount would continue to amortize to the maturity date.We expect to adopt the guidance in first quarter 2019 using the modified retrospective method with a cumulative-effect adjustment to retained earnings as of the beginning of the year of adoption. Our investment securities portfolio includes holdings of available-for-sale (AFS)earliest period presented, and held-to-maturity (HTM) callable debt securities held at a premium. At adoption, the guidance isare not expected to result in a cumulative effect adjustment which will be primarily offset with a corresponding adjustment to other comprehensive income related to AFS securities. After adoption, the guidance will reduce interest income prior to the call date because the premium will be amortized over a shorter time period. Our implementation effort includes identifying the population of debt securities subject to the new guidance, which are primarily obligations of U.S. states and political subdivisions, and quantifying the expected impacts. The impact of the Update on our consolidated financial statements will be affected by our portfolio composition at the time of adoption, which may change between September 30, 2017 and the adoption date.

StandardDescriptionEffective date and financial statement impactmaterial.
ASU 2016-13 – Financial Instruments – Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments and subsequent related Updates
 
The Update changes the accounting for credit losses measurement on loans and
debt securities. For loans and held-to-maturity debt securities, the Update requires a current expected credit loss (CECL) approachmeasurement to determineestimate the allowance for credit losses. CECL requires loss estimateslosses (ACL) for the remaining estimated life of the financial asset (including off-balance sheet credit exposures) using historical experience, current conditions, and reasonable and supportable forecasts. Also, theThe Update eliminates the existing guidance for PCI loans, but requires an allowance for purchased financial assets with more than insignificant deterioration since origination. In addition, the Update modifies the other-than-temporary
impairment model for available-for-sale debt securities to require an allowance for credit impairment instead of a direct write-down, which allows for reversal of credit impairments in future periods based on improvements in credit.

 The guidance is effective in first quarter 2020 with a cumulative-effect adjustment to retained earnings as of the beginning of the year of adoption. While early adoption is permitted beginning in first quarter 2019, we do not expect to elect that option. We are evaluating the impact of the Update on our consolidated financial statements. We expect the Update will result in an increase in the allowance for credit losses given the change to estimated losses over the contractual life adjusted for expected prepayments with an anticipated material impact from longer duration portfolios, as well as the addition of an allowance for debt securities. The amount of the increase will be impacted by the portfolio composition and credit quality at the adoption date as well as economic conditions and forecasts at that time.
ASU 2016-02 – Leases (Topic 842)The Update requires lessees to recognize leases on the balance sheet with lease liabilities and corresponding right-of-use assets based on the present value of lease payments. Lessor accounting activities are largely unchanged from existing lease accounting. The Update also eliminates leveraged lease accounting but allows existing leveraged leases to continue their current accounting until maturity, termination or modification.
We expect to adopt the guidance in first quarter 2019 using the modified retrospective method2020. Our implementation process includes loss forecasting model development, evaluation of technical accounting topics, updates to our allowance documentation, reporting processes and practical expedients for transition. The practical expedients allow us to largely accountrelated internal controls, and overall operational readiness for our existing leases consistent with current guidance except for the incremental balance sheet recognition for lessees. We have started our implementationadoption of the Update, which has included an initial evaluationwill continue throughout 2019, including parallel runs for CECL alongside our current allowance process.
     We are in the process of developing, validating, and implementing models used to estimate credit losses under CECL. We have completed substantially all of our leasing contractsloss forecasting models, and activities. As a lessee we are developingexpect to complete the validation process for our methodology to estimateloan models during 2019.
     Our current planned approach for estimating expected life-time credit losses for loans and debt securities includes the right-of use assetsfollowing key components:
An initial forecast period of one year for all portfolio segments and lease liabilities, which isclasses of financing receivables and off-balance-sheet credit exposures. This period reflects management’s expectation of losses based on forward-looking economic scenarios over that time.
A historical loss forecast period covering the remaining contractual life, adjusted for prepayments, by portfolio segment and class of financing receivables based on the presentchange in key historical economic variables during representative historical expansionary and recessionary periods.
A reversion period of up to 2 years connecting the initial loss forecast to the historical loss forecast based on economic conditions at the measurement date.
We will utilize discounted cash flow (DCF) methods to measure credit impairment for loans modified in a troubled debt restructuring, unless they are collateral dependent and measured at the fair value of lease payments (the December 31, 2016 future minimum lease paymentscollateral. The DCF methods would obtain estimated life-time credit losses using the conceptual components described above.
For available-for-sale debt securities and certain beneficial interests classified as held-to-maturity, we plan to utilize the DCF methods to measure the ACL, which will incorporate expected credit losses using the conceptual components described above.
     Based on our portfolio composition at June 30, 2019, and the current economic environment, we currently estimate an overall decrease in our ACL for loans of approximately $1.5 billion. The reduction reflects an expected decrease for commercial loans, given their short contractual maturities, partially offset by an expected increase for longer duration consumer loans and includes recoveries related to residential mortgage loans that were $6.9 billion). We do not expectpreviously written down during the last credit cycle and are below their current recovery value. The change from the estimate we provided last quarter primarily reflects a material changereduction in our expected recoveries on loans previously written down due to the timingreclassification of expense recognition. Given$1.8 billion of residential mortgage loans to held for sale, as well as additional refinements to our assumptions and changes in our portfolio composition. We will continue to evaluate and refine the limited changesresults of our loss estimates throughout 2019.
     We will recognize an ACL for held-to-maturity and available-for-sale debt securities. The ACL on available-for-sale debt securities will be subject to lessor accounting,a limitation based on the fair value of the debt securities. Based on the credit quality of our existing debt securities portfolio, we do not expect material changesthe ACL for held-to-maturity and available-for-sale debt securities to recognition or measurement, but we are early inbe significant.
     The ultimate effect of CECL on our ACL will depend on the implementation processsize and will continue to evaluatecomposition of our portfolio, the impact. We are evaluating our existing disclosuresportfolio’s credit quality and may need to provide additional information as a resulteconomic conditions at the time of adoption, of the Update.
Current Accounting Developments (continued)

StandardDescriptionEffective dateas well as any refinements to our models, methodology and financial statement impact
ASU 2016-01 – Financial Instruments – Overall (Subtopic 825-10): Recognition and Measurement of Financial Assets and Financial Liabilities
The Update amends the presentation and accounting for certain financial instruments, including liabilities measured at fair value under the fair value option and equity investments. The guidance also updates fair value presentation and disclosure requirements for financial instruments measured at amortized cost.
Weother key assumptions. At adoption, we will adopt the guidance in first quarter 2018 withhave a cumulative-effect adjustment to retained earnings as offor our change in the beginning of the year of adoption, except for changes related to nonmarketable equity investments,ACL, which are applied prospectively.
Our investmentswill impact our capital. A decrease in marketable equity securities classified as available-for-sale as of the adoption dateour ACL will be accounted for at fair value with unrealized gains or losses reflectedresult in earnings. As of September 30, 2017, the carrying value of these securities was $893 million, which included a $287 million net unrealized pre-tax gain reflected in other comprehensive income. Upon adoption, the amount of net unrealized gain or loss relatedan increase to our available-for-sale equity securities portfolio as of December 31, 2017 will be reclassifiedregulatory capital amounts and ratios. Federal banking regulatory agencies have provided relief for an initial capital decrease from other comprehensive income to retained earnings.the Update by allowing a phased adoption over four years, on a straight-line basis.
    Our investments in nonmarketable equity instruments accounted for under the cost method of accounting, except for Federal bank stock, will be measured either at fair value with unrealized gains and losses reflected in earnings or the measurement alternative. The measurement alternative is similar to the cost method of accounting, except the carrying value is adjusted, through earnings, for subsequent observable transactions in the same or similar investment. We expect to account for substantially all of our private equity cost method investments using the measurement alternative and our auction rate securities portfolio at fair value with unrealized gains and losses reflected in earnings. Upon adoption, we do not expect a significant transition adjustment for the accounting change related to our nonmarketable cost method equity investments.
    Additionally, for purposes of disclosing the fair value of loans carried at amortized cost, we are evaluating our valuation methods to determine the necessary changes to present fair value disclosures based on “exit price” as required by the Update. Accordingly, the fair value amounts disclosed for such loans may change upon adoption.

StandardDescriptionEffective date and financial statement impact
ASU 2014-09 – Revenue from Contracts With Customers (Topic 606) and subsequent related UpdatesThe Update modifies the guidance used to recognize revenue from contracts with customers for transfers of goods or services and transfers of nonfinancial assets, unless those contracts are within the scope of other guidance. The Update also requires new qualitative and quantitative disclosures, including disaggregation of revenues and descriptions of performance obligations.We will adopt the guidance in first quarter 2018 using the modified retrospective method with a cumulative-effect adjustment to opening retained earnings. Our revenue is the sum of net interest income and noninterest income. The scope of the guidance explicitly excludes net interest income as well as many other revenues for financial assets and liabilities including loans, leases, securities, and derivatives. Accordingly, the majority of our revenues will not be affected. We have performed an assessment of our revenue contracts as well as worked with industry participants on matters of interpretation and application. Our accounting policies will not change materially since the principles of revenue recognition from the Update are largely consistent with existing guidance and current practices applied by our businesses. We have not identified material changes to the timing or amount of revenue recognition. Based on changes to guidance applied by broker-dealers, we expect a minor change to the presentation of our broker-dealer’s costs for underwriting activities which will be presented in expenses rather than the current presentation against the related revenues. We will provide qualitative disclosures of our performance obligations related to our revenue recognition and we continue to evaluate disaggregation for significant categories of revenue in the scope of the guidance. 

In addition to the list above, the following updatesUpdates are applicable to us but subject to completion of our assessment, are not expected to have a material impact on our consolidated financial statements:
ASU 2019-04 – Codification Improvements to Topic 326, Financial Instruments Credit Losses, Topic 815, Derivatives and Hedging, and Topic 825, Financial Instruments. This Update includes guidance on recoveries of financial assets, which has been included in the discussion for ASU 2016-13 above.
ASU 2018-17 – Consolidation (Topic 810): Targeted Improvements to Related Party Guidance for Variable Interest Entities
ASU 2017-11, Earnings Per Share (Topic 260); Distinguishing Liabilities from Equity (Topic 480); Derivatives and Hedging (Topic 815): (Part I) Accounting for Certain Financial Instruments with Down Round Features, (Part II) Replacement of the Indefinite Deferral for Mandatorily Redeemable Financial Instruments of Certain Nonpublic Entities and Certain Mandatorily Redeemable Noncontrolling Interests with a Scope Exception
ASU 2017-09 – Compensation – Stock Compensation (Topic718): Scope of Modification Accounting
ASU 2017-04 – Goodwill and Other (Topic 350): Simplifying the Test for Goodwill Impairment
ASU 2017-03 – Accounting Changes and Error Corrections (Topic 250) and Investments-Equity Method and Joint Ventures (Topic 323): Amendments to SEC Paragraphs

 
Pursuant to Staff Announcements at the September 22, 2016 and November 17, 2016 EITF Meetings (SEC Update)
ASU 2017-01 – Business Combinations (Topic 805): Clarifying the Definition of a Business
ASU 2018-15 – Intangibles – Goodwill and Other – Internal-Use Software (Subtopic 350-40): Customer’s Accounting for Implementation Costs Incurred in a Cloud Computing Arrangement That Is a Service Contract (a consensus of the FASB Emerging Issues Task Force)
ASU 2018-13 – Fair Value Measurement (Topic 820):Disclosure Framework Changes to the Disclosure Requirements for Fair Value Measurement. This Update has been partially adopted; however, the remainder of this Update will be adopted at the effective date of January 1, 2020.
ASU 2017-04 – Intangibles – Goodwill and Other (Topic 350): Simplifying the Test for Goodwill Impairment
ASU 2016-18 – Statement of Cash Flows (Topic 230): Restricted Cash
ASU 2016-16 – Income Taxes (Topic 740): Intra-Entity Transfers of Assets Other Than Inventory
ASU 2016-15 – Statement of Cash Flows (Topic 230): Classification of Certain Cash Receipts and Cash Payments
ASU 2016-04 – Liabilities – Extinguishment of Liabilities (Subtopic 405-20): Recognition of Breakage for Certain Prepaid Stored-Value Products

We have determined that other existing accounting updates are either not applicable to us or have completed our assessment and determined will not have a material impact on our consolidated financial statements.


Forward-Looking Statements (continued)

Forward-Looking Statements
This document contains “forward-looking statements” within the meaning of the Private Securities Litigation Reform Act of 1995. In addition, we may make forward-looking statements in our other documents filed or furnished with the SEC, and our management may make forward-looking statements orally to analysts, investors, representatives of the media and others. Forward-looking statements can be identified by words such as “anticipates,” “intends,” “plans,” “seeks,” “believes,” “estimates,” “expects,” “target,” “projects,” “outlook,” “forecast,” “will,” “may,” “could,” “should,” “can” and similar references to future periods. In particular, forward-looking statements include, but are not limited to, statements we make about: (i) the future operating or financial performance of the Company, including our outlook for future growth; (ii) our noninterest expense and efficiency ratio; (iii) future credit quality and performance, including our expectations regarding future loan losses and allowance levels; (iv) the appropriateness of the allowance for credit losses; (v) our expectations regarding net interest income and net interest margin; (vi) loan growth or the reduction or mitigation of risk in our loan portfolios; (vii) future capital or liquidity levels or targets and our estimated Common Equity Tier 1 ratio under Basel III capital standards; (viii) the performance of our mortgage business and any related exposures; (ix) the expected outcome and impact of legal, regulatory and legislative developments, as well as our expectations regarding compliance therewith; (x) future common stock dividends, common share repurchases and other uses of capital; (xi) our targeted range for return on assets, return on equity, and return on tangible common equity; (xii) the outcome of contingencies, such as legal proceedings; and (xiii) the Company’s plans, objectives and strategies.
Forward-looking statements are not based on historical facts but instead represent our current expectations and assumptions regarding our business, the economy and other future conditions. Because forward-looking statements relate to the future, they are subject to inherent uncertainties, risks and changes in circumstances that are difficult to predict. Our actual results may differ materially from those contemplated by the forward-looking statements. We caution you, therefore, against relying on any of these forward-looking statements. They are neither statements of historical fact nor guarantees or assurances of future performance. While there is no assurance that any list of risks and uncertainties or risk factors is complete, important factors that could cause actual results to differ materially from those in the forward-looking statements include the following, without limitation:
current and future economic and market conditions, including the effects of declines in housing prices, high
unemployment rates, U.S. fiscal debt, budget and tax matters, geopolitical matters, and the overallany slowdown in global economic growth;
our capital and liquidity requirements (including under regulatory capital standards, such as the Basel III capital standards) and our ability to generate capital internally or raise capital on favorable terms;
financial services reform and other current, pending or future legislation or regulation that could have a negative effect on our revenue and businesses, including the Dodd-Frank Act and other legislation and regulation relating to bank products and services;
developments in our mortgage banking business, including the extent of the success of our success in ourmortgage loan modification efforts, as well as the effects of regulatory requirements or guidance regarding loan modifications;
the amount of mortgage loan repurchase demands that we receive, and our ability to satisfy any such demands without having to repurchase loans related thereto or otherwise indemnify or reimburse third parties, and the credit quality of or losses on such repurchased mortgage loans;
negative effects relating to our mortgage servicing, andloan modification or foreclosure practices, as well as changes in industry standards or practices,and the effects of regulatory or judicial requirements penalties or fines, increased servicingguidance impacting our mortgage banking business and other costs or obligations, including loan modification requirements, or delays or moratoriums on foreclosures;any changes in industry standards;
our ability to realize ourany efficiency ratio or expense target as part of our expense management initiatives, including as a result of business and economic cyclicality, seasonality, changes in our business composition and operating environment, growth in our businesses and/or acquisitions, and unexpected expenses relating to, among other things, litigation and regulatory matters;
losses related to recent hurricanes, which primarily affected Texas, Florida and Puerto Rico, and related to recent California wildfires, in each case including from damage or loss to our collateral for loans in our consumer and commercial loan portfolios and from the impact on the ability of our borrowers to repay their loans;
the effect of the current low interest rate environment or changes in interest rates on our net interest income, net interest margin and our mortgage originations, mortgage servicing rights and mortgagesmortgage loans held for sale;
significant turbulence or a disruption in the capital or financial markets, which could result in, among other things, reduced investor demand for mortgage loans, a reduction in the availability of funding or increased funding costs, and declines in asset values and/or recognition of other-than-temporary impairment on securities held in our investmentdebt securities portfolio;and equity securities portfolios;
the effect of a fall in stock market prices on our investment banking business and our fee income from our brokerage, asset and wealth management businesses;
negative effects from the retail banking sales practices matter and from other instances where customers may have experienced financial harm, including on our legal, operational and compliance costs, our ability to engage in certain business activities or offer certain products or services, our ability to keep and attract customers, our ability
Forward-Looking Statements (continued)

to attract and retain qualified team members, and our reputation;
reputational damage from negative publicity, protests,resolution of regulatory matters, litigation, or other legal actions, which may result in, among other things, additional costs, fines, penalties, andrestrictions on our business activities, reputational harm, or other negative consequences from regulatory violations and legal actions;adverse consequences;
a failure in or breach of our operational or security systems or infrastructure, or those of our third partythird-party vendors or other service providers, including as a result of cyber attacks;
the effect of changes in the level of checking or savings account deposits on our funding costs and net interest margin;
fiscal and monetary policies of the Federal Reserve Board; and
the other risk factors and uncertainties described under “Risk Factors” in our Annual Report on Form 10-K for the year ended December 31, 2016.
the other risk factors and uncertainties described under “Risk Factors” in our Annual Report on Form 10-K for the year ended December 31, 2018.
 
In addition to the above factors, we also caution that the amount and timing of any future common stock dividends or repurchases will depend on the earnings, cash requirements and

financial condition of the Company, market conditions, capital requirements (including under Basel capital standards), common stock issuance requirements, applicable law and regulations (including federal securities laws and federal banking regulations), and other factors deemed relevant by the Company’s Board of Directors, and may be subject to regulatory approval or conditions.
For more information about factors that could cause actual results to differ materially from our expectations, refer to our reports filed with the Securities and Exchange Commission, including the discussion under “Risk Factors” in our Annual Report on Form 10-K for the year ended December 31, 2016,2018, as filed with the Securities and Exchange Commission and available on its website at www.sec.gov. 
Any forward-looking statement made by us speaks only as of the date on which it is made. Factors or events that could cause our actual results to differ may emerge from time to time, and it is not possible for us to predict all of them. We undertake no obligation to publicly update any forward-looking statement, whether as a result of new information, future developments or otherwise, except as may be required by law.

Forward-looking Non-GAAP Financial Measures. From time to time management may discuss forward-looking non-GAAP financial measures, such as forward-looking estimates or targets for return on average tangible common equity. We are unable to provide a reconciliation of forward-looking non-GAAP financial measures to their most directly comparable GAAP financial measures because we are unable to provide, without unreasonable effort, a meaningful or accurate calculation or estimation of amounts that would be necessary for the reconciliation due to the complexity and inherent difficulty in forecasting and quantifying future amounts or when they may occur. Such unavailable information could be significant to future results.

Risk Factors
An investment in the Company involves risk, including the possibility that the value of the investment could fall substantially and that dividends or other distributions on the investment could be reduced or eliminated. For a discussion of risk factors that could adversely affect our financial results and condition, and the value of, and return on, an investment in the Company, we refer you to the “Risk Factors” section in our 20162018 Form 10-K.


Controls and Procedures
Disclosure Controls and Procedures
The Company’s management evaluated the effectiveness, as of SeptemberJune 30, 2017,2019, of the Company’s disclosure controls and procedures. The Company’s chief executive officer and chief financial officer participated in the evaluation. Based on this evaluation, the Company’s chief executive officer and chief financial officer concluded that the Company’s disclosure controls and procedures were effective as of SeptemberJune 30, 2017.2019.


Internal Control Over Financial Reporting
Internal control over financial reporting is defined in Rule 13a-15(f) promulgated under the Securities Exchange Act of 1934 as a process designed by, or under the supervision of, the Company’s principal executive and principal financial officers and effected by the Company’s Board, management and other personnel, to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with U.S. generally accepted accounting principles (GAAP) and includes those policies and procedures that:
pertain to the maintenance of records that in reasonable detail accurately and fairly reflect the transactions and dispositions of assets of the Company;
provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with GAAP, and that receipts and expenditures of the Company are being made only in accordance with authorizations of management and directors of the Company; and
provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use or disposition of the Company’s assets that could have a material effect on the financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate. No change occurred during thirdsecond quarter 20172019 that has materially affected, or is reasonably likely to materially affect, the Company’s internal control over financial reporting.


Wells Fargo & Company and Subsidiaries
Consolidated Statement of Income (Unaudited)
 Quarter ended June 30,  Six months ended June 30, 
(in millions, except per share amounts)2019
 2018
 2019
 2018
Interest income       
Debt securities$3,781
 3,594
 7,722
 7,008
Mortgage loans held for sale195
 198
 347
 377
Loans held for sale20
 48
 44
 72
Loans11,316
 10,912
 22,670
 21,491
Equity securities236
 221
 446
 452
Other interest income1,438
 1,042
 2,760
 1,962
Total interest income16,986
 16,015
 33,989
 31,362
Interest expense       
Deposits2,213
 1,268
 4,239
 2,358
Short-term borrowings646
 398
 1,242
 709
Long-term debt1,900
 1,658
 3,827
 3,234
Other interest expense132
 150
 275
 282
Total interest expense4,891
 3,474
 9,583
 6,583
Net interest income12,095
 12,541
 24,406

24,779
Provision for credit losses503
 452
 1,348
 643
Net interest income after provision for credit losses11,592
 12,089
 23,058
 24,136
Noninterest income       
Service charges on deposit accounts1,206
 1,163
 2,300
 2,336
Trust and investment fees3,568
 3,675
 6,941
 7,358
Card fees1,025
 1,001
 1,969
 1,909
Other fees800
 846
 1,570
 1,646
Mortgage banking758
 770
 1,466
 1,704
Insurance93
 102
 189
 216
Net gains from trading activities229
 191
 586
 434
Net gains on debt securities (1)20
 41
 145
 42
Net gains from equity securities (2)622
 295
 1,436
 1,078
Lease income424
 443
 867
 898
Other744
 485
 1,318
 1,087
Total noninterest income9,489
 9,012
 18,787
 18,708
Noninterest expense       
Salaries4,541
 4,465
 8,966
 8,828
Commission and incentive compensation2,597
 2,642
 5,442
 5,410
Employee benefits1,336
 1,245
 3,274
 2,843
Equipment607
 550
 1,268
 1,167
Net occupancy719
 722
 1,436
 1,435
Core deposit and other intangibles27
 265
 55
 530
FDIC and other deposit assessments144
 297
 303
 621
Other3,478
 3,796
 6,621
 8,190
Total noninterest expense13,449
 13,982
 27,365
 29,024
Income before income tax expense7,632
 7,119
 14,480

13,820
Income tax expense1,294
 1,810
 2,175
 3,184
Net income before noncontrolling interests6,338
 5,309
 12,305

10,636
Less: Net income from noncontrolling interests132
 123
 239
 314
Wells Fargo net income$6,206
 5,186
 12,066

10,322
Less: Preferred stock dividends and other358
 394
 711
 797
Wells Fargo net income applicable to common stock$5,848
 4,792
 11,355
 9,525
Per share information       
Earnings per common share$1.31
 0.98
 2.52
 1.95
Diluted earnings per common share1.30
 0.98
 2.50
 1.94
Average common shares outstanding4,469.4
 4,865.8
 4,510.2
 4,875.7
Diluted average common shares outstanding4,495.0
 4,899.8
 4,540.1
 4,916.1
Wells Fargo & Company and Subsidiaries
Consolidated Statement of Income (Unaudited)
 Quarter ended September 30,  Nine months ended September 30, 
(in millions, except per share amounts)2017
 2016
 2017
 2016
Interest income       
Trading assets$754
 593
 2,107
 1,761
Investment securities2,662
 2,298
 8,035
 6,736
Mortgages held for sale219
 207
 598
 549
Loans held for sale5
 2
 10
 7
Loans10,522
 9,978
 31,021
 29,377
Other interest income896
 409
 2,228
 1,175
Total interest income15,058
 13,487
 43,999
 39,605
Interest expense       
Deposits870
 356
 2,090
 995
Short-term borrowings226
 85
 503
 229
Long-term debt1,377
 1,006
 3,838
 2,769
Other interest expense109
 88
 309
 260
Total interest expense2,582
 1,535
 6,740
 4,253
Net interest income12,476
 11,952
 37,259

35,352
Provision for credit losses717
 805
 1,877
 2,965
Net interest income after provision for credit losses11,759
 11,147
 35,382
 32,387
Noninterest income       
Service charges on deposit accounts1,276
 1,370
 3,865
 4,015
Trust and investment fees3,609
 3,613
 10,808
 10,545
Card fees1,000
 997
 2,964
 2,935
Other fees877
 926
 2,644
 2,765
Mortgage banking1,046
 1,667
 3,422
 4,679
Insurance269
 293
 826
 1,006
Net gains from trading activities245
 415
 921
 943
Net gains on debt securities (1)166
 106
 322
 797
Net gains from equity investments (2)238
 140
 829
 573
Lease income475
 534
 1,449
 1,404
Other249
 315
 788
 1,671
Total noninterest income9,450
 10,376
 28,838
 31,333
Noninterest expense       
Salaries4,356
 4,224
 12,960
 12,359
Commission and incentive compensation2,553
 2,520
 7,777
 7,769
Employee benefits1,279
 1,223
 4,273
 3,993
Equipment523
 491
 1,629
 1,512
Net occupancy716
 718
 2,134
 2,145
Core deposit and other intangibles288
 299
 864
 891
FDIC and other deposit assessments314
 310
 975
 815
Other4,322
 3,483
 11,072
 9,678
Total noninterest expense14,351
 13,268
 41,684
 39,162
Income before income tax expense6,858
 8,255
 22,536

24,558
Income tax expense2,204
 2,601
 6,486
 7,817
Net income before noncontrolling interests4,654
 5,654
 16,050

16,741
Less: Net income from noncontrolling interests58
 10
 187
 77
Wells Fargo net income$4,596
 5,644
 15,863

16,664
Less: Preferred stock dividends and other411
 401
 1,218
 1,163
Wells Fargo net income applicable to common stock$4,185
 5,243
 14,645
 15,501
Per share information       
Earnings per common share$0.85
 1.04
 2.94
 3.06
Diluted earnings per common share0.84
 1.03
 2.91
 3.03
Dividends declared per common share0.390
 0.380
 1.150
 1.135
Average common shares outstanding4,948.6
 5,043.4
 4,982.1
 5,061.9
Diluted average common shares outstanding4,996.8
 5,094.6
 5,035.4
 5,118.2

(1)
Total other-than-temporary impairment (OTTI) losses (reversal of losses) were $5$6 million and $36$(3) million for thirdsecond quarter 20172019 and 2016,2018, respectively. Of total OTTI, losses of $7$7 million and $51$8 million were recognized in earnings, and reversallosses (reversal of losseslosses) of $(2)$(1) million and $(15)$(11) million were recognized as non-credit-related OTTI in other comprehensive income for thirdsecond quarter 20172019 and 2016,2018, respectively. Total OTTI losses were $54$51 million and $123$14 million for the first nine monthshalf of 20172019 and 2016,2018, respectively. Of total OTTI, losses of $107$52 million and $142$18 million were recognized in earnings, and reversallosses (reversal of losseslosses) of $(53)$(1) million and $(19)$(4) million were recognized as non-credit-related OTTI in other comprehensive income for the first nine monthshalf of 20172019 and 2016,2018, respectively.
(2)
Includes OTTI losses of $84$31 million and $85$237 million for thirdsecond quarter 20172019 and 2016,2018, respectively, and $186$67 million and $322$257 million for the first nine monthshalf of 20172019 and 2016,2018, respectively.


The accompanying notes are an integral part of these statements.


Wells Fargo & Company and Subsidiaries        
Consolidated Statement of Comprehensive Income (Unaudited)    
  Quarter ended June 30,  Six months ended June 30, 
(in millions) 2019
 2018
 2019
 2018
Wells Fargo net income $6,206
 5,186
 12,066
 10,322
Other comprehensive income (loss), before tax:        
Debt securities:        
Net unrealized gains (losses) arising during the period 1,709
 (617) 4,540
 (4,060)
Reclassification of net (gains) losses to net income 39
 49
 (42) 117
Derivative and hedging activities:        
Net unrealized gains (losses) arising during the period 57
 (150) 22
 (392)
Reclassification of net losses to net income 79
 77
 158
 137
Defined benefit plans adjustments:        
Net actuarial and prior service gains (losses) arising during the period 
 
 (4) 6
Amortization of net actuarial loss, settlements and other to net income 33
 29
 68
 61
Foreign currency translation adjustments:        
Net unrealized gains (losses) arising during the period 14
 (83) 56
 (85)
Other comprehensive income (loss), before tax 1,931
 (695) 4,798
 (4,216)
Income tax benefit (expense) related to other comprehensive income (473) 154
 (1,167) 1,016
Other comprehensive income (loss), net of tax 1,458
 (541) 3,631
 (3,200)
Less: Other comprehensive loss from noncontrolling interests 
 (1) 
 (1)
Wells Fargo other comprehensive income (loss), net of tax 1,458
 (540) 3,631
 (3,199)
Wells Fargo comprehensive income 7,664
 4,646
 15,697
 7,123
Comprehensive income from noncontrolling interests 132
 122
 239
 313
Total comprehensive income $7,796
 4,768
 15,936
 7,436

Wells Fargo & Company and Subsidiaries        
Consolidated Statement of Comprehensive Income (Unaudited)    
  Quarter ended September 30,  Nine months ended September 30, 
(in millions) 2017
 2016
 2017
 2016
Wells Fargo net income $4,596
 5,644
 15,863
 16,664
Other comprehensive income (loss), before tax:        
Investment securities:        
Net unrealized gains arising during the period 891
 112
 2,825
 2,478
Reclassification of net gains to net income (200) (193) (522) (1,001)
Derivatives and hedging activities:        
Net unrealized gains (losses) arising during the period 36
 (445) 279
 2,611
Reclassification of net gains on cash flow hedges to net income (105) (262) (460) (783)
Defined benefit plans adjustments:        
Net actuarial and prior service gains (losses) arising during the period 11
 (447) 4
 (474)
Amortization of net actuarial loss, settlements and other to net income 41
 39
 120
 115
Foreign currency translation adjustments:        
Net unrealized gains (losses) arising during the period 40
 (10) 87
 27
Other comprehensive income (loss), before tax 714
 (1,206) 2,333
 2,973
Income tax benefit (expense) related to other comprehensive income (265) 461
 (852) (1,110)
Other comprehensive income (loss), net of tax 449
 (745) 1,481
 1,863
Less: Other comprehensive income (loss) from noncontrolling interests (34) 19
 (29) (24)
Wells Fargo other comprehensive income (loss), net of tax 483
 (764) 1,510
 1,887
Wells Fargo comprehensive income 5,079
 4,880
 17,373
 18,551
Comprehensive income from noncontrolling interests 24
 29
 158
 53
Total comprehensive income $5,103
 4,909
 17,531
 18,604


The accompanying notes are an integral part of these statements.


Wells Fargo & Company and Subsidiaries      
Consolidated Balance Sheet      
(in millions, except shares)Sep 30,
2017

 Dec 31,
2016

Jun 30,
2019

 Dec 31,
2018

Assets(Unaudited)
  (Unaudited)
  
Cash and due from banks$19,206
 20,729
$20,880
 23,551
Federal funds sold, securities purchased under resale agreements and other short-term investments273,105
 266,038
Trading assets88,404
 74,397
Investment securities:   
Interest-earning deposits with banks143,547
 149,736
Total cash, cash equivalents, and restricted cash164,427
 173,287
Federal funds sold and securities purchased under resale agreements112,119
 80,207
Debt securities:   
Trading, at fair value70,208
 69,989
Available-for-sale, at fair value 272,210
 308,364
265,983
 269,912
Held-to-maturity, at cost (fair value $142,818 and $99,155)142,423
 99,583
Mortgages held for sale (includes $16,484 and $22,042 carried at fair value) (1) 20,009
 26,309
Loans held for sale157
 80
Loans (includes $410 and $758 carried at fair value) (1)951,873
 967,604
Held-to-maturity, at cost (fair value $147,864 and $142,115)145,876
 144,788
Mortgage loans held for sale (includes $16,343 and $11,771 carried at fair value) (1)22,998
 15,126
Loans held for sale (includes $1,118 and $1,469 carried at fair value) (1)1,181
 2,041
Loans (includes $202 and $244 carried at fair value) (1)949,878
 953,110
Allowance for loan losses (11,078) (11,419)(9,692) (9,775)
Net loans940,795
 956,185
940,186
 943,335
Mortgage servicing rights:       
Measured at fair value 13,338
 12,959
12,096
 14,649
Amortized 1,406
 1,406
1,407
 1,443
Premises and equipment, net 8,449
 8,333
9,435
 8,920
Goodwill 26,581
 26,693
26,415
 26,418
Derivative assets12,580
 14,498
13,162
 10,770
Other assets (includes $4,523 and $3,275 carried at fair value) (1) 116,276
 114,541
Equity securities (includes $35,950 and $29,556 carried at fair value) (1)61,537
 55,148
Other assets76,358
 79,850
Total assets (2) $1,934,939
 1,930,115
$1,923,388
 1,895,883
Liabilities       
Noninterest-bearing deposits $366,528
 375,967
$340,813
 349,534
Interest-bearing deposits 940,178
 930,112
947,613
 936,636
Total deposits 1,306,706
 1,306,079
1,288,426
 1,286,170
Short-term borrowings 93,811
 96,781
115,344
 105,787
Derivative liabilities9,497
 14,492
8,399
 8,499
Accrued expenses and other liabilities79,208
 57,189
69,706
 69,317
Long-term debt 238,893
 255,077
241,476
 229,044
Total liabilities (3) 1,728,115
 1,729,618
1,723,351
 1,698,817
Equity       
Wells Fargo stockholders' equity:    
Wells Fargo stockholders’ equity:    
Preferred stock 25,576
 24,551
23,021
 23,214
Common stock – $1-2/3 par value, authorized 9,000,000,000 shares; issued 5,481,811,474 shares 9,136
 9,136
9,136
 9,136
Additional paid-in capital 60,759
 60,234
60,625
 60,685
Retained earnings 141,761
 133,075
164,551
 158,163
Cumulative other comprehensive income (loss)(1,627) (3,137)(2,224) (6,336)
Treasury stock – 553,940,326 shares and 465,702,148 shares (27,772) (22,713)
Treasury stock – 1,062,220,277 shares and 900,557,866 shares (54,775) (47,194)
Unearned ESOP shares (1,904) (1,565)(1,292) (1,502)
Total Wells Fargo stockholders' equity 205,929
 199,581
Total Wells Fargo stockholders’ equity 199,042
 196,166
Noncontrolling interests 895
 916
995
 900
Total equity 206,824
 200,497
200,037
 197,066
Total liabilities and equity$1,934,939
 1,930,115
$1,923,388
 1,895,883
(1)Parenthetical amounts represent assets and liabilities for whichthat we are required to carry at fair value or have elected the fair value option.
(2)
Our consolidated assets at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, include the following assets of certain variable interest entities (VIEs) that can only be used to settle the liabilities of those VIEs: Cash and due from banks, $115$11 million and $168$139 million; Interest-earning deposits with banks, $8 million; Federal funds sold, and $8 million; Debt securities, purchased under resale agreements$60 million and other short-term investments, $402 million and $74 million; Trading assets, $130 million at both period ends; Investment securities, $0 million at both period ends;$45 million; Net loans, $11.9$13.6 billion and $12.6 billion; Derivative assets, $0$13.6 billion; Equity securities, $121 million and $1 million;$85 million; Other assets, $352$208 million and $452 million;$221 million; and Total assets, $12.9$14.0 billion and $13.4$14.1 billion,, respectively.
(3)
Our consolidated liabilities at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, include the following VIE liabilities for which the VIE creditors do not have recourse to Wells Fargo: Derivative liabilities, $26$1 million and $33 million;$0 million; Accrued expenses and other liabilities, $141$201 million and $107 million;$191 million; Long-term debt, $2.1 billion$748 million and $3.7 billion;$816 million; and Total liabilities, $2.3$950 million and $1.0 billion, and $3.8 billion, respectively.

The accompanying notes are an integral part of these statements.


Wells Fargo & Company and Subsidiaries       
Consolidated Statement of Changes in Equity (Unaudited)    
      
 Preferred stock  Common stock 
(in millions, except shares)Shares
 Amount
 Shares
 Amount
Balance December 31, 201511,259,917
 $22,214
 5,092,128,810
 $9,136
Cumulative effect from change in consolidation accounting (1)       
Balance January 1, 201611,259,917
 $22,214
 5,092,128,810
 $9,136
Net income       
Other comprehensive income (loss), net of tax       
Noncontrolling interests       
Common stock issued    47,151,609
  
Common stock repurchased    (134,787,773)  
Preferred stock issued to ESOP1,150,000
 1,150
    
Preferred stock released by ESOP       
Preferred stock converted to common shares(920,314) (920) 19,396,555
  
Common stock warrants repurchased/exercised       
Preferred stock issued86,000
 2,150
    
Common stock dividends       
Preferred stock dividends       
Tax benefit from stock incentive compensation       
Stock incentive compensation expense       
Net change in deferred compensation and related plans       
Net change315,686

2,380

(68,239,609)

Balance September 30, 201611,575,603

$24,594

5,023,889,201

$9,136
Balance January 1, 201711,532,712
 $24,551
 5,016,109,326
 $9,136
Net income       
Other comprehensive income, net of tax       
Noncontrolling interests       
Common stock issued    45,738,310
  
Common stock repurchased    (145,143,692)  
Preferred stock issued to ESOP950,000
 950
    
Preferred stock released by ESOP       
Preferred stock converted to common shares(614,529) (615) 11,167,204
  
Common stock warrants repurchased/exercised       
Preferred stock issued27,600
 690
    
Common stock dividends       
Preferred stock dividends       
Tax benefit from stock incentive compensation (2)       
Stock incentive compensation expense       
Net change in deferred compensation and related plans       
Net change363,071

1,025

(88,238,178)

Balance September 30, 201711,895,783

$25,576

4,927,871,148

$9,136
(1)
Effective January 1, 2016, we adopted changes in consolidation accounting pursuant to ASU 2015-02 (Amendments to the Consolidation Analysis). Accordingly, we recorded a $121 million increase to beginning noncontrolling interests as a cumulative-effect adjustment.
(2)
Effective January 1, 2017, we adopted Accounting Standards Update 2016-09 (Improvements to Employee Share-Based Payment Accounting). Accordingly, tax benefit from stock incentive compensation is reported in income tax expense in the consolidated statement of income.


The accompanying notes are an integral part of these statements.




               
               
      Wells Fargo stockholders' equity     
Additional
paid-in
capital

 
Retained
earnings

 
Cumulative
other
comprehensive
income

 
Treasury
stock

 
Unearned
ESOP
shares

 
Total
Wells Fargo
stockholders'
equity

 
Noncontrolling
interests

 
Total
equity

60,714
 120,866
 297
 (18,867) (1,362) 192,998
 893
 193,891
            121
 121
60,714
 120,866
 297
 (18,867) (1,362) 192,998
 1,014
 194,012
  16,664
       16,664
 77
 16,741
    1,887
     1,887
 (24) 1,863
1
         1
 (137) (136)
(194) (286)   2,256
   1,776
   1,776
500
     (6,582)   (6,082)   (6,082)
99
       (1,249) 
   
(79)       999
 920
   920
(16)     936
   
   
(17)         (17)   (17)
(49)         2,101
   2,101
39
 (5,791)       (5,752)   (5,752)
  (1,165)       (1,165)   (1,165)
203
         203
   203
547
         547
   547
(1,063)     10
   (1,053)   (1,053)
(29)
9,422

1,887

(3,380)
(250)
10,030

(84)
9,946
60,685

130,288

2,184

(22,247)
(1,612)
203,028

930

203,958
60,234
 133,075
 (3,137) (22,713) (1,565) 199,581
 916
 200,497
  15,863
       15,863
 187
 16,050
    1,510
     1,510
 (29) 1,481
1
         1
 (179) (178)
(87) (184)   2,183
   1,912
   1,912
750
     (7,813)   (7,063)   (7,063)
31
       (981) 
   
(27)       642
 615
   615
61
     554
   
   
(87)         (87)   (87)
(13)         677
   677
37
 (5,775)       (5,738)   (5,738)
  (1,218)       (1,218)   (1,218)

         
   
669
         669
   669
(810)     17
   (793)   (793)
525

8,686

1,510

(5,059)
(339)
6,348

(21)
6,327
60,759

141,761

(1,627)
(27,772)
(1,904)
205,929

895

206,824




Wells Fargo & Company and Subsidiaries       
Consolidated Statement of Changes in Equity (Unaudited)    
        
 Preferred stock  Common stock 
(in millions, except shares)Shares
 Amount
 Shares
 Amount
Balance March 31, 20199,377,211
 $23,214
 4,511,947,830
 $9,136
Net income       
Other comprehensive income (loss), net of tax       
Noncontrolling interests       
Common stock issued    8,491,923
  
Common stock repurchased    (104,852,744)  
Preferred stock issued to ESOP
 
    
Preferred stock released by ESOP       
Preferred stock converted to common shares(193,042) (193) 4,004,188
  
Common stock warrants repurchased/exercised       
Preferred stock issued
 
    
Common stock dividends       
Preferred stock dividends       
Stock incentive compensation expense       
Net change in deferred compensation and related plans       
Net change(193,042)
(193)
(92,356,633)Balance
Balance June 30, 20199,184,169

$23,021

4,419,591,197

$9,136
Balance March 31, 201812,546,235
 $26,227
 4,873,882,481
 $9,136
Net income       
Other comprehensive income (loss), net of tax       
Noncontrolling interests       
Common stock issued    1,834,029
  
Common stock repurchased (1)    (35,771,728)  
Preferred stock issued to ESOP
 
    
Preferred stock released by ESOP       
Preferred stock converted to common shares(490,251) (490) 9,123,072
  
Common stock warrants repurchased/exercised       
Preferred stock issued
 
    
Common stock dividends       
Preferred stock dividends       
Stock incentive compensation expense       
Net change in deferred compensation and related plans       
Net change(490,251)
(490)
(24,814,627)

Balance June 30, 201812,055,984

$25,737

4,849,067,854

$9,136
Wells Fargo & Company and Subsidiaries   
Consolidated Statement of Cash Flows (Unaudited)   
 Nine months ended September 30, 
(in millions)2017
 2016
Cash flows from operating activities:   
Net income before noncontrolling interests$16,050
 16,741
Adjustments to reconcile net income to net cash provided by operating activities:   
Provision for credit losses1,877
 2,965
Changes in fair value of MSRs, MHFS and LHFS carried at fair value828
 1,695
Depreciation, amortization and accretion3,794
 3,598
Other net (gains) losses659
 (74)
Stock-based compensation1,595
 1,474
Originations and purchases of MHFS and LHFS (1)(134,363) (144,022)
Proceeds from sales of and paydowns on mortgages originated for sale and LHFS (1)97,116
 91,877
Net change in:   
Trading assets (1)28,463
 30,774
Deferred income taxes1,748
 (1,617)
Derivative assets and liabilities (1)(3,777) (836)
Other assets (1)2,115
 (7,895)
Other accrued expenses and liabilities (1)2,375
 1,502
Net cash provided (used) by operating activities18,480
 (3,818)
Cash flows from investing activities:   
Net change in:   
Federal funds sold, securities purchased under resale agreements and other short-term investments(13,896) (28,296)
Available-for-sale securities:   
Sales proceeds37,520
 28,147
Prepayments and maturities35,392
 27,768
Purchases(74,260) (66,685)
Held-to-maturity securities:   
Paydowns and maturities7,557
 5,085
Purchases
 (23,593)
Nonmarketable equity investments:   
Sales proceeds2,838
 1,298
Purchases(2,027) (3,001)
Loans:   
Loans originated by banking subsidiaries, net of principal collected5,665
 (28,155)
Proceeds from sales (including participations) of loans held for investment8,473
 6,958
Purchases (including participations) of loans(2,436) (4,007)
Principal collected on nonbank entities’ loans9,072
 8,736
Loans originated by nonbank entities(7,400) (9,091)
Net cash paid for acquisitions(23) (29,797)
Proceeds from sales of foreclosed assets and short sales4,175
 5,560
Other, net (1)(1,336) (115)
Net cash provided (used) by investing activities9,314
 (109,188)
Cash flows from financing activities:   
Net change in:   
Deposits627
 52,582
Short-term borrowings4,655
 26,882
Long-term debt:   
Proceeds from issuance38,358
 67,677
Repayment(60,103) (23,505)
Preferred stock:   
Proceeds from issuance677
 2,101
Cash dividends paid(1,226) (1,173)
Common stock:   
Proceeds from issuance905
 1,024
Stock tendered for payment of withholding taxes (1)(376) (486)
Repurchased(7,063) (6,082)
Cash dividends paid(5,605) (5,609)
Net change in noncontrolling interests(72) (159)
Other, net(94) (70)
Net cash provided (used) by financing activities(29,317) 113,182
Net change in cash and due from banks(1,523) 176
Cash and due from banks at beginning of period20,729
 19,111
Cash and due from banks at end of period$19,206
 19,287
Supplemental cash flow disclosures:   
Cash paid for interest$6,514
 3,920
Cash paid for income taxes4,687
 7,158

(1)Prior periods have been revisedFor the quarter ended June 30, 2018, additional paid-in capital was reduced by $1.0 billion for the upfront payment related to conforma private forward repurchase transaction that settled in third quarter 2018 and reduced our third quarter 2018 shares of common stock by 18.8 million shares upon settlement.


               
            Quarter ended June 30, 
      Wells Fargo stockholders’ equity     
Additional
paid-in
capital

 
Retained
earnings

 
Cumulative
other
comprehensive
income

 
Treasury
stock

 
Unearned
ESOP
shares

 
Total
Wells Fargo
stockholders’
equity

 
Noncontrolling
interests

 
Total
equity

60,409
 160,776
 (3,682) (50,519) (1,502) 197,832
 901
 198,733
  6,206
       6,206
 132
 6,338
    1,458
     1,458
 
 1,458

         
 (38) (38)
(2) (38)   439
   399
   399

     (4,898)   (4,898)   (4,898)

       
 
   
(17)       210
 193
   193
(15)     208
   
   

         
   

         
   
20
 (2,035)       (2,015)   (2,015)
  (358)       (358)   (358)
247
         247
   247
(17)     (5)   (22)   (22)
216

3,775

1,458

(4,256)
210

1,210

94

1,304
60,625

164,551

(2,224)
(54,775)
(1,292)
199,042

995

200,037
60,399
 147,928
 (4,921) (31,246) (2,571) 204,952
 958
 205,910
  5,186
       5,186
 123
 5,309
    (540)     (540) (1) (541)

   
       
 (199) (199)
(20) 
   93
   73
   73
(1,000)     (1,923)   (2,923)   (2,923)

       
 
   
(30)       520
 490
   490
22
     468
   
   
(1)         (1)   (1)

         
   
17
 (1,917)       (1,900)   (1,900)
  (394)       (394)   (394)
258
         258
   258
(1)     (12)   (13)   (13)
(755)
2,875

(540)
(1,374)
520

236

(77)
159
59,644

150,803

(5,461)
(32,620)
(2,051)
205,188

881

206,069



Wells Fargo & Company and Subsidiaries       
Consolidated Statement of Changes in Equity (Unaudited)    
        
 Preferred stock  Common stock 
(in millions, except shares)Shares
 Amount
 Shares
 Amount
Balance December 31, 20189,377,216
 $23,214
 4,581,253,608
 $9,136
Cumulative effect from change in accounting policies (1)       
Balance January 1, 20199,377,216
 $23,214
 4,581,253,608
 $9,136
Net income       
Other comprehensive income (loss), net of tax       
Noncontrolling interests       
Common stock issued    36,549,824
  
Common stock repurchased    (202,216,454)  
Preferred stock issued to ESOP
 
    
Preferred stock released by ESOP       
Preferred stock converted to common shares(193,047) (193) 4,004,219
  
Common stock warrants repurchased/exercised       
Preferred stock issued
 
    
Common stock dividends       
Preferred stock dividends       
Stock incentive compensation expense       
Net change in deferred compensation and related plans       
Net change(193,047) (193) (161,662,411) 
Balance June 30, 20199,184,169
 $23,021
 4,419,591,197
 $9,136
Balance December 31, 201711,677,235
 $25,358
 4,891,616,628
 $9,136
Cumulative effect from change in accounting policies (2)       
Balance January 1, 201811,677,235
 $25,358
 4,891,616,628
 $9,136
Net income       
Other comprehensive income (loss), net of tax       
Noncontrolling interests       
Common stock issued    30,259,788
  
Common stock repurchased (3)    (86,339,185)  
Preferred stock issued to ESOP1,100,000
 1,100
    
Preferred stock released by ESOP  
      
Preferred stock converted to common shares(721,251) (721) 13,530,623
  
Common stock warrants repurchased/exercised  
     
  
Preferred stock issued
 
   
  
Common stock dividends       
Preferred stock dividends       
Stock incentive compensation expense       
Net change in deferred compensation and related plans       
Net change378,749
 379
 (42,548,774) 
Balance June 30, 201812,055,984
 $25,737
 4,849,067,854
 $9,136

(1)
Effective January 1, 2019, we adopted ASU 2016-02 – Leases (Topic 842) and subsequent related Updates, ASU 2017-08 – Receivables – Nonrefundable Fees and Other Costs (Subtopic 310-20): Premium Amortization on Purchased Callable Debt Securities. See Note 1 (Summary of Significant Accounting Policies) for more information.
(2)
Effective January 1, 2018, we adopted ASU 2016-04 – Liabilities – Extinguishments of Liabilities (Subtopic 405-20): Recognition of Breakage for Certain Prepaid Stored-Value Products, ASU 2016-01 –Financial Instruments – Overall (Subtopic 825-10): Recognition and Measurement of Financial Assets and Financial Liabilities, and ASU 2014-09 – Revenue from Contracts With Customers (Topic 606) and subsequent related Updates. See Note 1 (Summary of Significant Accounting Policies) for more information.
(3)For the quarter ended June 30, 2018, additional paid-in capital was reduced by $1.0 billion for the upfront payment related to the current period presentation.a private forward repurchase transaction that settled in third quarter 2018 and reduced our third quarter 2018 shares of common stock by 18.8 million shares upon settlement.


               
          Six months ended June 30, 
      Wells Fargo stockholders’ equity     
Additional
paid-in
capital

 
Retained
earnings

 
Cumulative
other
comprehensive
income

 
Treasury
stock

 
Unearned
ESOP
shares

 
Total
Wells Fargo
stockholders’
equity

 
Noncontrolling
interests

 
Total
equity

60,685
 158,163
 (6,336) (47,194) (1,502) 196,166
 900
 197,066
  (492) 481
     (11)   (11)
60,685
 157,671
 (5,855) (47,194) (1,502) 196,155
 900
 197,055
  12,066
       12,066
 239
 12,305
    3,631
     3,631
 
 3,631

 

 

 

 

 
 (144) (144)
(2) (367) 

 1,907
 

 1,538
   1,538

 

 

 (9,718) 

 (9,718)   (9,718)

 

 

 

 
 
   
(17) 

 

 

 210
 193
   193
(15) 

 

 208
 

 
   

 

 

 

 

 
   

 

 

 

 

 
   
39
 (4,108) 

 

 

 (4,069)   (4,069)


 (711) 

 

 

 (711)   (711)
791
 

 

 

 

 791
   791
(856) 

 

 22
 

 (834)   (834)
(60) 6,880
 3,631
 (7,581) 210
 2,887
 95
 2,982
60,625
 164,551
 (2,224) (54,775) (1,292) 199,042
 995
 200,037
60,893
 145,263
 (2,144) (29,892) (1,678) 206,936
 1,143
 208,079
  94
 (118)     (24)   (24)
60,893
 145,357
 (2,262) (29,892) (1,678) 206,912
 1,143
 208,055
  
 10,322
   
   
   10,322
 314
 10,636
      (3,199)      (3,199) (1) (3,200)
7
   
   
   
   7
 (575) (568)
5
 (231)   
 1,507
   1,281
   1,281
(1,000)     
 (4,952)   (5,952)   (5,952)
43
     
   (1,143) 
   
(49)     
   770
 721
   721
27
     
 694
   
   
(158)     
   
   (158)   (158)

     
   
   
   
30
 (3,841)   
   
   (3,811)   (3,811)
  (804)   
   
   (804)   (804)
695
     
     695
   695
(849)   
   
 23
   (826)   (826)
(1,249) 5,446
 (3,199) (2,728) (373) (1,724) (262) (1,986)
59,644
 150,803
 (5,461) (32,620) (2,051) 205,188
 881
 206,069



Wells Fargo & Company and Subsidiaries   
Consolidated Statement of Cash Flows (Unaudited)   
 Six months ended June 30, 
(in millions)2019
 2018
Cash flows from operating activities:   
Net income before noncontrolling interests$12,305
 10,636
Adjustments to reconcile net income to net cash provided by operating activities:   
Provision for credit losses1,348
 643
Changes in fair value of MSRs, MLHFS and LHFS carried at fair value2,408
 (787)
Depreciation, amortization and accretion3,100
 2,835
Other net (gains)(1,360) (6,285)
Stock-based compensation1,388
 1,286
Originations and purchases of mortgage loans held for sale(63,836) (80,948)
Proceeds from sales of and paydowns on mortgage loans held for sale39,741
 60,898
Net change in:   
Debt and equity securities, held for trading14,777
 16,371
Loans held for sale619
 (411)
Deferred income taxes(821) 1,118
Derivative assets and liabilities(2,461) 958
Other assets7,194
 7,547
Other accrued expenses and liabilities(7,120) 520
Net cash provided by operating activities7,282
 14,381
Cash flows from investing activities:   
Net change in:   
Federal funds sold and securities purchased under resale agreements(31,912) (1,161)
Available-for-sale debt securities:   
Proceeds from sales6,682
 6,151
Prepayments and maturities17,657
 17,377
Purchases(18,306) (26,300)
Held-to-maturity debt securities:   
Paydowns and maturities5,145
 5,431
Purchases(154) 
Equity securities, not held for trading:   
Proceeds from sales and capital returns2,320
 3,337
Purchases(2,426) (2,791)
Loans:   
Loans originated by banking subsidiaries, net of principal collected(7,008) (445)
Proceeds from sales (including participations) of loans held for investment8,196
 7,879
Purchases (including participations) of loans(1,001) (668)
Principal collected on nonbank entities’ loans1,770
 3,229
Loans originated by nonbank entities(2,604) (2,998)
Proceeds from sales of foreclosed assets and short sales1,405
 1,954
Other, net512
 (284)
Net cash provided (used) by investing activities(19,724) 10,711
Cash flows from financing activities:   
Net change in:   
Deposits1,938
 (67,101)
Short-term borrowings9,557
 1,240
Long-term debt:   
Proceeds from issuance33,091
 21,308
Repayment(26,357) (22,305)
Preferred stock:   
Cash dividends paid(711) (872)
Common stock:   
Proceeds from issuance242
 446
Stock tendered for payment of withholding taxes(272) (311)
Repurchased(9,718) (5,952)
Cash dividends paid(3,954) (3,722)
Net change in noncontrolling interests(124) (232)
Other, net(110) (89)
Net cash provided (used) by financing activities3,582
 (77,590)
Net change in cash, cash equivalents, and restricted cash(8,860) (52,498)
Cash, cash equivalents, and restricted cash at beginning of period173,287
 215,947
Cash, cash equivalents, and restricted cash at end of period$164,427
 163,449
Supplemental cash flow disclosures:   
Cash paid for interest$9,354
 6,352
Cash paid for income taxes2,516
 1,679

The accompanying notes are an integral part of these statements. See Note 1 (Summary of Significant Accounting Policies) for noncash activities.
Note 1: Summary of Significant Accounting Policies (continued)


See the Glossary of Acronyms at the end of this Report for terms used throughout the Financial Statements and related Notes.
 
Note 1: Summary of Significant Accounting Policies
Wells Fargo & Company is a diversified financial services company. We provide banking, insurance, trust and investments, mortgage banking, investment banking, retail banking, brokerage, and consumer and commercial finance through branches,banking locations, the internet and other distribution channels to consumers, businesses and institutions in all 50 states, the District of Columbia, and in foreign countries. When we refer to “Wells Fargo,” “the Company,” “we,” “our” or “us,” we mean Wells Fargo & Company and Subsidiaries (consolidated). Wells Fargo & Company (the Parent) is a financial holding company and a bank holding company. We also hold a majority interest in a real estate investment trust, which has publicly traded preferred stock outstanding.
Our accounting and reporting policies conform with U.S. generally accepted accounting principles (GAAP) and practices in the financial services industry. For discussion of our significant accounting policies, see Note 1 (Summary of Significant Accounting Policies) in our Annual Report on Form 10-K for the year ended December 31, 2016 (20162018 (2018 Form 10-K). To prepare the financial statements in conformity with GAAP, management must make estimates based on assumptions about future economic and market conditions (for example, unemployment, market liquidity, real estate prices, etc.) that affect the reported amounts of assets and liabilities at the date of the financial statements, income and expenses during the reporting period and the related disclosures. Although our estimates contemplate current conditions and how we expect them to change in the future, it is reasonably possible that actual conditions could be significantly differentworse than anticipated in those estimates, which could materially affect our results of operations and financial condition. Management has made significant estimates in several areas, including:
allowance for credit losses and purchased credit-impaired (PCI) loans (Note 56 (Loans and Allowance for Credit Losses));
valuations of residential mortgage servicing rights (MSRs) (Note 710 (Securitizations and Variable Interest Entities) and Note 811 (Mortgage Banking Activities)) and;
valuations of financial instruments (Note 1315 (Derivatives) and Note 16 (Fair Values of Assets and Liabilities));
income taxes; and
liabilities for contingent litigation losses (Note 1114 (Legal Actions)).; and
income taxes.

Actual results could differ from those estimates.

These unaudited interim financial statements reflect all adjustments that are, in the opinion of management, necessary for a fair statement of the results for the periods presented. These adjustments are of a normal recurring nature, unless otherwise disclosed in this Form 10-Q. The results of operations in the interim financial statements do not necessarily indicate the results that may be expected for the full year. The interim financial information should be read in conjunction with our 20162018 Form 10-K.
 
Accounting Standards Adopted in 20172019
In first quarter 2017,2019, we adopted the following new accounting guidance:
Accounting Standards Update (ASU or Update) 2016-09 – Compensation – Stock Compensation (Topic 718):
Accounting Standards Update (ASU or Update) 2018-16 – Derivatives and Hedging (Topic 815): Inclusion of the
 
Improvements to Employee Share-Based Payment Accounting;
ASU 2016-07 - Investments - Equity Method and Joint Ventures (Topic 323): Simplifying the Transition to the Equity Method of Accounting;
ASU 2016-06 - Derivatives and Hedging (Topic 815): Contingent Put and Call Options in Debt Instruments; and
ASU 2016-05 - Derivatives and Hedging (Topic 815): Effect of Derivative Contract Novations on ExistingSecured Overnight Financing Rate (SOFR) Overnight Index Swap (OIS) Rate as a Benchmark Interest Rate for Hedge Accounting Relationships.Purposes
ASU 2017-08 – Receivables – Nonrefundable Fees and Other Costs (Subtopic 310-20): Premium Amortization on Purchased Callable Debt Securities
ASU 2016-02 – Leases (Topic 842) and subsequent related Updates, including early adoption of ASU 2019-01 – Leases (Topic 842): Codification Improvements


ASU 2016-09Simplifies2018-16 expands the accounting for share-based payment awards issued to employees. We have income tax effectslist of U.S. benchmark interest rates permitted in the application of hedge accounting. The Update adds the OIS rate based on SOFR as a U.S. benchmark interest rate to facilitate the LIBOR to SOFR transition and provide sufficient lead time for entities to prepare for changes in our stock price from the grant date to the vesting date of the employee stock compensation.interest rate risk hedging strategies for both risk management and hedge accounting purposes. The Update requires these income tax effects to be recognized in the statement of income within income tax expense instead of within additional paid-in capital. In addition, the Update requires changes to the Statement of Cash Flows including the classification between the operating and financing section for tax activity related to employee stock compensation, which we adopted retrospectively. We recorded excess tax benefits and tax deficiencies within income tax expense in the statement of income in first quarter 2017, on a prospective basis.

ASU 2016-07 eliminates the requirement for companies to retroactively apply the equity method of accounting for investments when increases in ownership interests or degree of influence result in the adoption of the equity method. Under the guidance, the equity method should beis applied prospectively in the period in which the ownership changes occur. We adopted this change in first quarter 2017. The Update did not impact our consolidated financial statements, as the standard is appliedfor qualifying new or re-designated hedging relationships entered into on a prospective basis.or after adoption date.

ASU 2016-06 clarifies the criteria entities should use when evaluating whether embedded contingent put and call options in debt instruments should be separated from the debt instrument and accounted for separately as derivatives. The Update clarifies that companies should not consider whether the event that triggers the ability to exercise put or call options is related to interest rates or credit risk. We adopted this change in first quarter 2017. The Update did not have a material impact on our consolidated financial statements.

ASU 2016-05 clarifies that a change in the counterparty to a derivative instrument that has been designated as an accounting hedge does not require the hedging relationship to be dedesignated as long as all other hedge accounting criteria continue to be met. We adopted the guidance in first quarter 2017.2019. The Updateadoption did not have an impact as we did not designate SOFR OIS as a material impactbenchmark interest rate in any hedging relationships.

ASU 2017-08 changes the interest income recognition model for purchased callable debt securities carried at a premium, as the premium will be amortized to the earliest call date rather than to the contractual maturity date. Accounting for purchased callable debt securities held at a discount does not change, as the discount will continue to accrete to the contractual maturity date. The Update impacted our investments in purchased callable debt securities classified as available-for-sale (AFS) and held-to-maturity (HTM), which primarily consist of debt securities of U.S. states and political subdivisions.
We adopted the Update in first quarter 2019 and recorded a cumulative-effect adjustment as of January 1, 2019, that decreased total stockholders’ equity by $111 million. Retained earnings was reduced by $592 million which reflects both the incremental premium amortization under the new guidance from the acquisition date of our impacted AFS and HTM debt securities through the date of adoption and the fact that the incremental premium amortization is not deductible for federal income tax purposes. Other comprehensive income (OCI) was increased by $481 million which reflects the corresponding adjustment to the adoption date unrealized gain or loss of impacted AFS debt securities. Going forward, interest income recognized prior to the call date will be reduced because the premium will be amortized over a shorter period.

ASU 2016-02 modifies the guidance used by lessors and lessees to account for leasing transactions. For our transition to the new guidance, we elected several available practical expedients, including to not reassess the classification of our existing leases, any initial direct costs associated with our leases, or whether any existing contracts are or contain leases. In addition, we elected not to provide a comparative presentation for 2018 and 2017 financial statements.
We adopted the Update in first quarter 2019 and recorded a cumulative-effect adjustment that increased retained earnings by $100 million related to deferred gains on our consolidated financial statements.prior sale-leaseback transactions. We also recognized operating lease right-of-use


Accounting Standards with Retrospective Application
(ROU) assets and liabilities, substantially all of which relate to our leasing of real estate as a lessee, of $4.9 billion and $5.6 billion, respectively.

Leasing Activity
AS LESSOR We lease equipment to our customers under financing or operating leases.
Financing leases are presented in loans and are recorded at the discounted amounts of lease payments receivable plus the estimated residual value of the leased asset. Leveraged leases, which are a form of financing leases, are reduced by related non-recourse debt from third-party investors. Lease payments receivable reflect contractual lease payments adjusted for renewal or termination options that we believe the customer is reasonably certain to exercise. The following accounting pronouncements have been issuedresidual value reflects our best estimate of the expected sales price for the equipment at lease termination based on sales history adjusted for recent trends in the expected exit markets. Many of our leases allow the customer to extend the lease at prevailing market terms or purchase the asset for fair value at lease termination.
Our allowance for loan losses for financing leases considers both the collectability of the lease payments receivable as well as the estimated residual value of the leased asset. We typically purchase residual value insurance on our financing leases so that our risk of loss at lease termination will be less than 10% of the initial value of the lease. Our risk to declines in residual values is further mitigated by the FASB butdiversity of leased assets in our lease portfolio. In addition, we have several channels for re-leasing or marketing those assets.
In connection with a lease, we may finance the customer’s purchase of other products or services from the equipment vendor and allocate the contract consideration between the use of the asset and the purchase of those products or services based on information obtained from the vendor. Amounts allocated to financing of vendor products or services are reported in loans as commercial and industrial loans, rather than as lease financing.
Our primary income from financing leases is interest income recognized using the effective interest method. Variable lease revenues, such as reimbursement for property taxes associated with the leased asset, are included in lease income within noninterest income.
Operating lease assets are presented in other assets, net of accumulated depreciation. Periodic depreciation expense is recorded on a straight-line basis to the estimated residual value over the estimated useful life of the leased asset. On a periodic basis, operating lease assets are reviewed for impairment and impairment loss is recognized if the carrying amount of operating lease assets exceeds fair value and is not yet effective:recoverable. The carrying amount of leased assets is deemed not recoverable if it exceeds the sum of the undiscounted cash flows expected to result from the lease payments and the estimated residual value upon the eventual disposition of the equipment. Depreciation of leased assets and impairment loss are presented in operating leases expense within other noninterest expense.
ASU 2016-15 – StatementOperating lease rental income for leased assets is recognized in lease income within noninterest income on a straight-line basis over the lease term. For leases of Cash Flows (Topic 230): Classificationrailcars, revenue for maintenance services provided under the lease is recognized in lease income.
We elected to exclude from revenues and expenses any sales tax incurred on lease payments which are reimbursed by the lessee. Substantially all of Certain Cash Receiptsour leased assets are protected against casualty loss through third party insurance.

AS LESSEEWe enter into lease agreements to obtain the right to use assets for our business operations, substantially all of which are real estate. Lease liabilities and Cash PaymentsROU assets are recognized when we enter into operating or financing leases and represent our obligations and rights to use these assets over the period of the leases and may be re-measured for certain modifications, resolution of certain contingencies involving variable consideration, or our exercise of options (renewal, extension, or termination) under the lease.
Operating lease liabilities include fixed and in-substance fixed payments for the contractual duration of the lease, adjusted for renewals or terminations which were deemed probable of exercise when measured. The lease payments are discounted using a rate determined when the lease is recognized. As we typically do not know the discount rate implicit in the lease, we estimate a discount rate that we believe approximates a collateralized borrowing rate for the estimated duration of the lease. The discount rate is updated when re-measurement events occur. The related operating lease ROU assets may differ from operating lease liabilities due to initial direct costs, deferred or prepaid lease payments and lease incentives.
We present operating lease liabilities in accrued expenses and other liabilities and the related operating lease ROU assets in other assets. The amortization of operating lease ROU assets and the accretion of operating lease liabilities are reported together as fixed lease expense and are included in net occupancy expense within noninterest expense. The fixed lease expense is recognized on a straight-line basis over the life of the lease.
Some of our operating leases include variable lease payments which are periodic adjustments of our payments for the use of the asset based on changes in factors such as consumer price indices, fair market value, tax rates imposed by taxing authorities, or lessor cost of insurance. To the extent not included in operating lease liabilities and operating lease ROU assets, these variable lease payments are recognized as incurred in net occupancy expense within noninterest expense.
For substantially all of our leased assets, we account for consideration paid under the contract for maintenance or other services as lease payments. In addition, for certain asset classes, we have elected to exclude leases with original terms of less than one year from the operating lease ROU assets and lease liabilities. The related short-term lease expense is included in net occupancy expense.
Finance lease (formerly capital lease) liabilities are presented in long-term debt and the associated finance ROU assets are presented in premises and equipment.

Note 1: Summary of Significant Accounting Policies (continued)


ASU 2016-18 – Statement of Cash Flows (Topic 230): Restricted Cash

ASU 2016-15 addresses eight specific cash flow issues with the objective of reducing the existing diversity in practice for reporting in the Statement of Cash Flows. The Update is effective for us in first quarter 2018 with retrospective application. Subject to completion of our assessment, we are not expecting this Update to have a material impact on our financial statements.

ASU 2016-18 requires that amounts described as restricted cash and cash equivalents be included with cash and cash equivalents in the statement of cash flows. In addition, we will be required to disclose information in our footnotes about the nature of the restriction on cash and cash equivalents. The Update is effective for us in first quarter 2018 with retrospective application. Subject to completion of our assessment, we are not expecting this Update to have a material impact on our financial statements.

Private Share Repurchases
From time to time we may enter into private forward repurchase transactions with unrelated third partiescontracts, written repurchase plans pursuant to Rule 10b5-1 of the Securities Exchange Act of 1934, or a combination of the two to complement our open-market common stock repurchase strategies, tostrategies. The stock repurchase transactions allow us to manage our share repurchases in a manner consistent with our
capital plans submitted annually under the Comprehensive Capital Analysis and Review (CCAR) and to provide an economic benefit to the Company.
Our payments to the counterparties for thesethe private forward repurchase contracts are recorded in permanent equity in the quarter paid and are not subject to re-measurement. The classification of the up-front payments as permanent equity assures that we have appropriate repurchase timing consistent with our capital plans, which contemplate a fixed dollar amount available per quarter for share repurchases pursuant to the Board of Governors of the Federal Reserve BoardSystem (FRB) supervisory
guidance. In return, the counterparty agrees to deliver a variable number of shares based on a per share discount to the volume-weighted average stock price over the contract period. There are no scenarios where the contracts would not either physically settle in shares or allow us to choose the settlement method. Our total number of outstanding shares of common stock is not reduced until settlement of the private share repurchase contract.
We did not enter into any private forward repurchase contracts in second quarter 2019 and we had no unsettled private share repurchase contracts at both SeptemberJune 30, 20172019.
Under a Rule 10b5-1 repurchase plan, payments and September 30, 2016.receipt of repurchased shares settle on the same day and the shares repurchased reduce the total number of outstanding shares of common stock upon the settlement of each trade under the plan.


Supplemental Cash Flow Information
Significant noncash activities are presented below.in Table 1.1.


Table 1.1:Supplemental Cash Flow Information
 Six months ended June 30, 
(in millions)2019
 2018
Trading debt securities retained from securitization of MLHFS$19,131
 17,674
Transfers from loans to MLHFS4,419
 3,053
Transfers from loans to LHFS92
 2,149
Transfers from available-for-sale debt securities to held-to-maturity debt securities6,071
 10,371
Operating lease ROU assets acquired with operating lease liabilities (1)5,302
 

(1)
The six months ended June 30, 2019, balance includes $4.9 billion from adoption of ASU 2016-02 – Leases (Topic 842) and $402 million attributable to new leases and changes from modified leases.
 Nine months ended September 30, 
(in millions)2017
 2016
Trading assets retained from securitization of MHFS$43,394
 47,291
Transfers from loans to MHFS4,015
 5,257
Transfers from available-for-sale to held-to-maturity securities50,405
 816


Subsequent Events
We have evaluated the effects of events that have occurred subsequent to SeptemberJune 30, 2017,2019, and, except as disclosed elsewhere in the footnotes, there have been no material events that would
require recognition in our thirdsecond quarter 20172019 consolidated financial statements or disclosure in the Notes to the consolidated financial statements.



Note 2: Business Combinations
We regularly explore opportunities to acquire financial services companies and businesses. Generally, we do not make a public announcement about an acquisition opportunity until a definitive agreement has been signed. For information
We completed no acquisitions during the first half of 2019 and had no business combinations pending as of June 30, 2019.
We closed the previously announced sale of our Institutional Retirement and Trust business (IRT) on additional contingent considerationJuly 1, 2019, and we recognized a pre-tax gain of approximately $1.1 billion, which will be reflected in our third quarter 2019 net income. We will continue to administer client assets at the direction of the buyer for up to 24 months pursuant to a transition services agreement. The buyer will receive all post-closing revenue from the client assets and will pay us a fee for costs that we incur to administer the client assets during the transition period. The transition services fee will be recognized as other noninterest income. Assets under administration related to acquisitions, whichIRT were $918 billion at June 30, 2019. Transition period revenue, is consideredexpected to be a guarantee, see Note 10 (Guarantees, Pledged Assetsapproximate transition period expenses and Collateral).is subject to downward adjustment as client assets transition to the buyer's platform.
On July 1, 2017, we completed a step acquisition involving an investment management firm with approximately $10 billion of

assets under management. We had previously been the majority owner.
At September 30, 2017, we had no pending business combinations.





Note 3: Federal Funds Sold, Securities Purchased under Resale AgreementsCash, Loan and OtherShort-Term InvestmentsDividend Restrictions
Cash and cash equivalents may be restricted as to usage or withdrawal. FRB regulations require that each of our subsidiary banks maintain reserve balances on deposit with the Federal Reserve Banks. Table 3.1 provides a summary of restrictions on cash equivalents in addition to the detail of federal funds sold, securities purchased under short-term resale agreements(generally less than one year) and other short-term investments. Substantially all of the interest-earning deposits at September 30, 2017, and December 31, 2016, were held at Federal Reserve Banks.FRB reserve cash balance requirements.
Table 3.1:Fed Funds Sold and Other Short-Term InvestmentsNature of Restrictions on Cash Equivalents
(in millions)Sep 30,
2017

 Dec 31,
2016

Federal funds sold and securities purchased under resale agreements$66,156
 58,215
Interest-earning deposits205,648
 200,671
Other short-term investments1,301
 7,152
Total$273,105
 266,038
(in millions)Jun 30,
2019

 Dec 31,
2018

Average required reserve balance for FRB (1)$11,179
 12,428
Reserve balance for non-U.S. central banks556
 517
Segregated for benefit of brokerage customers under federal and other brokerage regulations956
 1,135
Related to consolidated variable interest entities (VIEs) that can only be used to settle liabilities of VIEs19
 147
(1)FRB required reserve balance represents average for the first half of 2019 and for the year ended December 31, 2018.


We have a state-chartered subsidiary bank that is subject to state regulations that limit dividends. Under these provisions and regulatory limitations, our national and state-chartered subsidiary banks could have declared additional dividends of $7.6 billion at June 30, 2019, without obtaining prior regulatory approval. Our nonbank subsidiaries are also limited by certain federal and state statutory provisions and regulations covering the amount of dividends that may be paid in any given year. In addition, under a Support Agreement dated June 28, 2017, as amended and restated on June 26, 2019, among Wells Fargo & Company, the parent holding company (the “Parent”), WFC Holdings, LLC, an intermediate holding company and subsidiary of the Parent (the “IHC”), Wells Fargo Bank, N.A., Wells Fargo Securities, LLC, Wells Fargo Clearing Services, LLC, and certain other direct and indirect subsidiaries of the Parent designated as material entities for resolution planning purposes or identified as related support entities in our resolution plan, the IHC may be restricted from making dividend payments to the Parent if certain liquidity and/or capital metrics fall below defined triggers or if the Parent's board of directors authorizes it to file a case under the U.S. Bankruptcy Code. Based on retained earnings at June 30, 2019, our nonbank subsidiaries could have declared additional dividends of $25.1 billion at June 30, 2019, without obtaining prior regulatory approval. For additional information see Note 3 (Cash, Loan and Dividend Restrictions) in our 2018 Form 10-K.
 
As partThe FRB’s Capital Plan Rule (codified at 12 CFR 225.8 of maintaining our memberships inRegulation Y) establishes capital planning and prior notice and approval requirements for capital distributions including dividends by certain clearing organizations, we are requiredlarge bank holding companies. The FRB has also published guidance regarding its supervisory expectations for capital planning, including capital policies regarding the process relating to stand ready to provide liquidity meant to sustain market clearing activitycommon stock dividend and repurchase decisions in the event unforeseen events occurFRB’s SR Letter 15-18. The effect of this guidance is to require the approval of the FRB (or specifically under the Capital Plan Rule, a notice of non-objection) for the Company to repurchase or are deemed likelyredeem common or perpetual preferred stock as well as to occur. This includes commitments we have entered into to purchase securities under resale agreementsraise the per share quarterly dividend from a central clearing organization that, at its option, require us to provide funding under such agreements. We do not have any outstanding amounts funded, andcurrent level of $0.51 per share as declared by the amountCompany’s Board of our unfunded contractual commitment was $1.5 billion and $2.9 billion as of Directors on July 23, 2019, payable on September 30, 2017, and December 31, 2016, respectively.1, 2019.
We have classified securities purchased under long-term resale agreements (generally one year or more), which totaled $20.6 billion and $21.3 billion in loans at September 30, 2017, and December 31, 2016, respectively. For additional information on the collateral we receive from other entities under resale agreements and securities borrowings, see the “Offsetting of Resale and Repurchase Agreements and Securities Borrowing and Lending Agreements” section in Note 10 (Guarantees, Pledged Assets and Collateral).







Note 4:  Investment Securities Trading Activities
Table 4.1 presents a summary of our trading assets and liabilities measured at fair value through earnings.
Table 4.1: Trading Assets and Liabilities
 Jun 30,
 Dec 31,
(in millions)2019
 2018
Trading assets:   
Debt securities$70,208
 69,989
Equity securities23,327
 19,449
Loans held for sale1,118
 1,469
Gross trading derivative assets34,683
 29,216
Netting (1)(22,827) (19,807)
Total trading derivative assets11,856
 9,409
Total trading assets106,509
 100,316
Trading liabilities:   
Short sale15,955
 19,720
Gross trading derivative liabilities33,458
 28,717
Netting (1)(26,417) (21,178)
Total trading derivative liabilities7,041
 7,539
Total trading liabilities$22,996
 27,259
(1)Represents balance sheet netting for trading derivative asset and liability balances, and trading portfolio level counterparty valuation adjustments.
Table 4.2 provides a summary of the net interest income earned from trading securities, and net gains and losses due to the realized and unrealized gains and losses from trading activities.
Net interest income includes dividend income on trading securities and dividend expense on trading securities we have sold, but not yet purchased.

Table 4.2:Net Interest Income and Net Gains (Losses) on Trading Activities
 Quarter ended June 30,  Six months ended June 30, 
(in millions)2019
 2018
 2019
 2018
Interest income:       
Debt securities$740
 689
 1,533
 1,320
Equity securities143
 128
 258
 269
Loans held for sale20
 15
 43
 23
Total interest income903
 832
 1,834
 1,612
Less: Interest expense127
 144
 263
 272
Net interest income776
 688
 1,571
 1,340
        
Net gains (losses) from trading activities (1):       
Debt securities401
 (140) 1,089
 (639)
Equity securities1,236
 (635) 3,303
 (1,104)
Loans held for sale(4) 7
 10
 15
Derivatives (2)(1,404) 959
 (3,816) 2,162
Total net gains from trading activities229
 191
 586
 434
Total trading-related net interest and noninterest income$1,005
 879
 2,157
 1,774
(1)Represents realized gains (losses) and unrealized gains (losses) due to changes in fair value of our trading positions.
(2)Excludes economic hedging of mortgage banking and asset/liability management activities, for which hedge results (realized and unrealized) are reported with the respective hedged activities.


Note 5:  Available-for-Sale and Held-to-Maturity Debt Securities

Table 5.1 provides the amortized cost and fair value by major categories of available-for-sale debt securities, which are carried at fair value, and held-to-maturity debt securities, which are carried at
amortized cost. The net unrealized gains (losses) for
available-for-sale debt securities are reported on an after-tax basis as a component of cumulative OCI. Information on debt securities held for trading is included in Note 4 (Trading Activities).
Table 4.1:5.1:Amortized Cost and Fair Value
(in millions)Amortized Cost
 
Gross
unrealized
gains

 
Gross
unrealized
losses

 
Fair
value

September 30, 2017       
Available-for-sale securities:       
Securities of U.S. Treasury and federal agencies$6,408
 8
 (66) 6,350
Securities of U.S. states and political subdivisions52,854
 774
 (854) 52,774
Mortgage-backed securities:       
Federal agencies149,872
 1,237
 (928) 150,181
Residential5,942
 455
 (3) 6,394
Commercial4,586
 74
 (8) 4,652
Total mortgage-backed securities160,400
 1,766
 (939) 161,227
Corporate debt securities8,962
 443
 (65) 9,340
Collateralized loan and other debt obligations (1) 35,298
 317
 (7) 35,608
Other (2)5,857
 168
 (7) 6,018
Total debt securities269,779
 3,476
 (1,938) 271,317
Marketable equity securities:       
Perpetual preferred securities412
 12
 (5) 419
Other marketable equity securities194
 282
 (2) 474
Total marketable equity securities606
 294
 (7) 893
Total available-for-sale securities270,385
 3,770
 (1,945) 272,210
Held-to-maturity securities:       
Securities of U.S. Treasury and federal agencies44,712
 606
 (36) 45,282
Securities of U.S. states and political subdivisions6,321
 70
 (45) 6,346
    Federal agency and other mortgage-backed securities (3)90,071
 305
 (509) 89,867
Collateralized loan obligations661
 3
 
 664
Other (2)658
 1
 
 659
Total held-to-maturity securities142,423
 985
 (590) 142,818
Total$412,808
 4,755
 (2,535) 415,028
December 31, 2016       
Available-for-sale securities:       
Securities of U.S. Treasury and federal agencies$25,874
 54
 (109) 25,819
Securities of U.S. states and political subdivisions52,121
 551
 (1,571) 51,101
Mortgage-backed securities:       
Federal agencies163,513
 1,175
 (3,458) 161,230
Residential7,375
 449
 (8) 7,816
Commercial8,475
 101
 (74) 8,502
Total mortgage-backed securities179,363
 1,725
 (3,540) 177,548
Corporate debt securities11,186
 381
 (110) 11,457
Collateralized loan and other debt obligations (1)34,764
 287
 (31) 35,020
Other (2)6,139
 104
 (35) 6,208
Total debt securities309,447
 3,102
 (5,396) 307,153
Marketable equity securities:       
Perpetual preferred securities445
 35
 (11) 469
Other marketable equity securities261
 481
 
 742
Total marketable equity securities706
 516
 (11) 1,211
Total available-for-sale securities310,153
 3,618
 (5,407) 308,364
Held-to-maturity securities:       
Securities of U.S. Treasury and federal agencies44,690
 466
 (77) 45,079
Securities of U.S. states and political subdivisions6,336
 17
 (144) 6,209
Federal agency and other mortgage-backed securities (3)45,161
 100
 (804) 44,457
Collateralized loan obligations1,065
 6
 (1) 1,070
Other (2)2,331
 10
 (1) 2,340
Total held-to-maturity securities99,583
 599
 (1,027) 99,155
Total$409,736
 4,217
 (6,434) 407,519
(in millions)Amortized Cost
 
Gross
unrealized
gains

 
Gross
unrealized
losses

 
Fair
value

June 30, 2019       
Available-for-sale debt securities:       
Securities of U.S. Treasury and federal agencies$15,334
 2
 (17) 15,319
Securities of U.S. states and political subdivisions (1)44,205
 968
 (78) 45,095
Mortgage-backed securities:       
Federal agencies154,549
 1,617
 (308) 155,858
Residential1,241
 23
 (1) 1,263
Commercial4,140
 45
 (5) 4,180
Total mortgage-backed securities159,930
 1,685
 (314) 161,301
Corporate debt securities6,058
 208
 (36) 6,230
Collateralized loan and other debt obligations (2) 32,944
 165
 (114) 32,995
Other (3)4,987
 70
 (14) 5,043
Total available-for-sale debt securities263,458
 3,098
 (573) 265,983
Held-to-maturity debt securities:       
Securities of U.S. Treasury and federal agencies44,766
 574
 (4) 45,336
Securities of U.S. states and political subdivisions7,948
 182
 (5) 8,125
Federal agency and other mortgage-backed securities (4)93,105
 1,312
 (71) 94,346
Collateralized loan obligations57
 
 
 57
Total held-to-maturity debt securities145,876
 2,068
 (80) 147,864
Total$409,334
 5,166
 (653) 413,847
December 31, 2018       
Available-for-sale debt securities:       
Securities of U.S. Treasury and federal agencies$13,451
 3
 (106) 13,348
Securities of U.S. states and political subdivisions (1)48,994
 716
 (446) 49,264
Mortgage-backed securities:       
Federal agencies155,974
 369
 (3,140) 153,203
Residential2,638
 142
 (5) 2,775
Commercial4,207
 40
 (22) 4,225
Total mortgage-backed securities162,819
 551
 (3,167) 160,203
Corporate debt securities6,230
 131
 (90) 6,271
Collateralized loan and other debt obligations (2)35,581
 158
 (396) 35,343
Other (3)5,396
 100
 (13) 5,483
Total available-for-sale debt securities272,471
 1,659
 (4,218) 269,912
Held-to-maturity debt securities:       
Securities of U.S. Treasury and federal agencies44,751
 4
 (415) 44,340
Securities of U.S. states and political subdivisions6,286
 30
 (116) 6,200
Federal agency and other mortgage-backed securities (4)93,685
 112
 (2,288) 91,509
Collateralized loan obligations66
 
 
 66
Total held-to-maturity debt securities144,788
 146
 (2,819) 142,115
Total$417,259
 1,805
 (7,037) 412,027
(1)
Includes investments in tax-exempt preferred debt securities issued by investment funds or trusts that predominantly invest in tax-exempt municipal securities. The available-for-sale portfolio includescost basis and fair value of these types of securities was $5.8 billion each at June 30, 2019, and $6.3 billion each at December 31, 2018.
(2)Includes collateralized debt obligations (CDOs) with a cost basis and fair value of $914$521 million and $1.0 billion,$649 million, respectively, at SeptemberJune 30, 2017,2019, and $819$662 million and $847$800 million,, respectively, at December 31, 2016.
(2)
The “Other” category of available-for-sale securities largely includes asset-backed securities collateralized by student loans. Included in the “Other” category of held-to-maturity securities are asset-backed securities collateralized by automobile leases or loans and cash with a cost basis and fair value of $158 million each at September 30, 2017, and $1.3 billion each at December 31, 2016. Also included in the “Other” category of held-to-maturity securities are asset-backed securities collateralized by dealer floorplan loans with a cost basis and fair value of $500 million and $501 million, respectively at September 30, 2017, and $1.1 billion each at December 31, 2016.
2018.
(3)
Largely includes asset-backed securities collateralized by student loans.
(4)Predominantly consists of federal agency mortgage-backed securities at both SeptemberJune 30, 20172019 and December 31, 2016.2018.
Note 4: Investment5: Available-for-Sale and Held-to-Maturity Debt Securities (continued)


Gross Unrealized Losses and Fair Value
Table 4.25.2 shows the gross unrealized losses and fair value of available-for-sale and held-to-maturity debt securities in the investment securities portfolio by length of time thatthose individual securities in each category have been in a continuous loss position. Debt securities on which we have taken credit-related OTTI write-downsother-than-temporary impairment (OTTI) write-
downs are categorized as being “less
than 12 months” or “12 months or more” in a continuous loss position based on the point in time that the fair value declined to below the cost basis and not the period of time since the credit-related OTTI write-down.
Table 4.2:5.2:Gross Unrealized Losses and Fair Value
 Less than 12 months  12 months or more  Total 
(in millions)
Gross
unrealized
losses

 
Fair
value

 
Gross
unrealized
losses

 
Fair
value

 
Gross
unrealized
losses

 
Fair
value

June 30, 2019           
Available-for-sale debt securities:           
Securities of U.S. Treasury and federal agencies$(2) 5,780
 (15) 5,511
 (17) 11,291
Securities of U.S. states and political subdivisions(32) 5,003
 (46) 2,696
 (78) 7,699
Mortgage-backed securities:          
Federal agencies(2) 1,203
 (306) 32,179
 (308) 33,382
Residential(1) 180
 
 
 (1) 180
Commercial(3) 837
 (2) 89
 (5) 926
Total mortgage-backed securities(6) 2,220
 (308) 32,268
 (314) 34,488
Corporate debt securities(11) 470
 (25) 281
 (36) 751
Collateralized loan and other debt obligations(58) 12,847
 (56) 7,239
 (114) 20,086
Other(8) 1,222
 (6) 246
 (14) 1,468
Total available-for-sale debt securities(117) 27,542
 (456) 48,241
 (573) 75,783
Held-to-maturity debt securities:        
 
Securities of U.S. Treasury and federal agencies
 
 (4) 1,613
 (4) 1,613
Securities of U.S. states and political subdivisions
 
 (5) 514
 (5) 514
Federal agency and other mortgage-backed securities(1) 15
 (70) 17,392
 (71) 17,407
Collateralized loan obligations
 
 
 
 
 
Total held-to-maturity debt securities(1) 15
 (79) 19,519
 (80) 19,534
Total$(118) 27,557
 (535) 67,760
 (653) 95,317
December 31, 2018           
Available-for-sale debt securities:           
Securities of U.S. Treasury and federal agencies$(1) 498
 (105) 6,204
 (106) 6,702
Securities of U.S. states and political subdivisions(73) 9,746
 (373) 9,017
 (446) 18,763
Mortgage-backed securities:           
Federal agencies(42) 10,979
 (3,098) 112,252
 (3,140) 123,231
Residential(3) 398
 (2) 69
 (5) 467
Commercial(20) 1,972
 (2) 79
 (22) 2,051
Total mortgage-backed securities(65) 13,349
 (3,102) 112,400
 (3,167) 125,749
Corporate debt securities(64) 1,965
 (26) 298
 (90) 2,263
Collateralized loan and other debt obligations(388) 28,306
 (8) 553
 (396) 28,859
Other(7) 819
 (6) 159
 (13) 978
Total available-for-sale debt securities(598) 54,683
 (3,620) 128,631
 (4,218) 183,314
Held-to-maturity debt securities:           
Securities of U.S. Treasury and federal agencies(3) 895
 (412) 41,083
 (415) 41,978
Securities of U.S. states and political subdivisions(4) 598
 (112) 3,992
 (116) 4,590
Federal agency and other mortgage-backed securities(5) 4,635
 (2,283) 77,741
 (2,288) 82,376
Collateralized loan obligations
 
 
 
 
 
Total held-to-maturity debt securities(12) 6,128
 (2,807) 122,816
 (2,819) 128,944
Total$(610) 60,811
 (6,427) 251,447
 (7,037) 312,258

 Less than 12 months  12 months or more  Total 
(in millions)
Gross
unrealized
losses

 
Fair
value

 
Gross
unrealized
losses

 
Fair
value

 
Gross
unrealized
losses

 
Fair
value

September 30, 2017           
Available-for-sale securities:           
Securities of U.S. Treasury and federal agencies$(4) 2,582
 (62) 1,968
 (66) 4,550
Securities of U.S. states and political subdivisions(23) 6,117
 (831) 19,188
 (854) 25,305
Mortgage-backed securities:          
Federal agencies(383) 50,708
 (545) 22,103
 (928) 72,811
Residential(2) 145
 (1) 64
 (3) 209
Commercial(1) 393
 (7) 348
 (8) 741
Total mortgage-backed securities(386) 51,246
 (553) 22,515
 (939) 73,761
Corporate debt securities(5) 305
 (60) 886
 (65) 1,191
Collateralized loan and other debt obligations(1) 3,171
 (6) 581
 (7) 3,752
Other(1) 494
 (6) 526
 (7) 1,020
Total debt securities(420) 63,915
 (1,518) 45,664
 (1,938) 109,579
Marketable equity securities:        
 
Perpetual preferred securities(1) 21
 (4) 67
 (5) 88
Other marketable equity securities(2) 10
 
 
 (2) 10
Total marketable equity securities(3) 31
 (4) 67
 (7) 98
Total available-for-sale securities(423) 63,946
 (1,522) 45,731
 (1,945) 109,677
Held-to-maturity securities:        
 
Securities of U.S. Treasury and federal agencies(36) 3,345
 
 
 (36) 3,345
Securities of U.S. states and political subdivisions(19) 2,016
 (26) 785
 (45) 2,801
Federal agency and other mortgage-backed
   securities
(465) 53,128
 (44) 5,212
 (509) 58,340
Collateralized loan obligations
 
 
 
 
 
Other
 
 
 
 
 
Total held-to-maturity securities(520) 58,489
 (70) 5,997
 (590) 64,486
Total$(943) 122,435
 (1,592) 51,728
 (2,535) 174,163
December 31, 2016           
Available-for-sale securities:           
Securities of U.S. Treasury and federal agencies$(109) 10,816
 
 
 (109) 10,816
Securities of U.S. states and political subdivisions(341) 17,412
 (1,230) 16,213
 (1,571) 33,625
Mortgage-backed securities:           
Federal agencies(3,338) 120,735
 (120) 3,481
 (3,458) 124,216
Residential(4) 527
 (4) 245
 (8) 772
Commercial(43) 1,459
 (31) 1,690
 (74) 3,149
Total mortgage-backed securities(3,385) 122,721
 (155) 5,416
 (3,540) 128,137
Corporate debt securities(11) 946
 (99) 1,229
 (110) 2,175
Collateralized loan and other debt obligations(2) 1,899
 (29) 3,197
 (31) 5,096
Other(9) 971
 (26) 1,262
 (35) 2,233
Total debt securities(3,857) 154,765
 (1,539) 27,317
 (5,396) 182,082
Marketable equity securities:           
Perpetual preferred securities(3) 41
 (8) 45
 (11) 86
Other marketable equity securities
 
 
 
 
 
Total marketable equity securities(3) 41
 (8) 45
 (11) 86
Total available-for-sale securities(3,860) 154,806
 (1,547) 27,362
 (5,407) 182,168
Held-to-maturity securities:           
Securities of U.S. Treasury and federal agencies(77) 6,351
 
 
 (77) 6,351
Securities of U.S. states and political subdivisions(144) 4,871
 
 
 (144) 4,871
Federal agency and other mortgage-backed securities(804) 40,095
 
 
 (804) 40,095
Collateralized loan obligations
 
 (1) 266
 (1) 266
Other
 
 (1) 633
 (1) 633
Total held-to-maturity securities(1,025) 51,317
 (2) 899
 (1,027) 52,216
Total$(4,885) 206,123
 (1,549) 28,261
 (6,434) 234,384


We have assessed each debt security with gross unrealized losses included in the previous table for credit impairment. As part of that assessment we evaluated and concluded that we do not intend to sell any of the debt securities and that it is more likely than not that we will not be required to sell prior to recovery of the amortized cost basis. For debt securities, weWe evaluate, where necessary, whether credit impairment exists by comparing the present value of the expected cash flows to the debt securities’ amortized cost basis. For equity securities, we consider numerous factors in determining whether impairment exists, including our intent and ability to hold the securities for a period of time sufficient to recover the cost basis of the securities.
For descriptions of the factors we consider when analyzing debt securities for impairment, see Note 1 (Summary of Significant Accounting Policies) and Note 5 (Investment(Available-for-Sale and Held-to-Maturity Debt Securities) to Financial Statements in our 20162018 Form 10-K. There were no material changes to our methodologies for assessing impairment in the first nine monthshalf of 2017.2019. 
Table 4.35.3 shows the gross unrealized losses and fair value of debtthe available-for-sale and perpetual preferred investmentheld-to-maturity debt securities by those rated investment grade and those rated less than investment grade,
according to their lowest credit rating by Standard & Poor’s Rating Services (S&P) or Moody’s Investors
Service (Moody’s). Credit ratings express opinions about the credit quality of a debt security. SecuritiesDebt securities rated investment grade, that is those rated BBB- or higher by S&P or Baa3 or higher by Moody’s, are generally considered by the rating agencies and market participants to be low credit risk. Conversely, debt securities rated below investment grade, labeled as “speculative grade” by the rating agencies, are considered to be distinctively higher credit risk than investment grade debt securities. We have also included debt securities not rated by S&P or Moody’s in the table below based on our internal credit grade of the debt securities (used for credit risk management purposes) equivalent to the credit rating assigned by major credit agencies. The unrealized losses and fair value of unrated debt securities categorized as investment grade based on internal credit grades were $27$9 million and $5.7$2.3 billion, respectively, at SeptemberJune 30, 2017,2019, and $54$20 million and $7.0$5.2 billion, respectively, at December 31, 2016.2018. If an internal credit grade was not assigned, we categorized the debt security as non-investment grade. 
Table 4.3:5.3:Gross Unrealized Losses and Fair Value by Investment Grade
 Investment grade  Non-investment grade 
(in millions)
Gross
unrealized
losses

 
Fair
value

 
Gross
unrealized
losses

 
Fair
value

June 30, 2019       
Available-for-sale debt securities:       
Securities of U.S. Treasury and federal agencies$(17) 11,291
 
 
Securities of U.S. states and political subdivisions(69) 7,480
 (9) 219
Mortgage-backed securities:       
Federal agencies(308) 33,382
 
 
Residential(1) 180
 
 
Commercial(4) 915
 (1) 11
Total mortgage-backed securities(313) 34,477
 (1) 11
Corporate debt securities(6) 299
 (30) 452
Collateralized loan and other debt obligations(114) 20,086
 
 
Other(8) 1,120
 (6) 348
Total available-for-sale debt securities(527) 74,753
 (46) 1,030
Held-to-maturity debt securities:       
Securities of U.S. Treasury and federal agencies(4) 1,613
 
 
  Securities of U.S. states and political subdivisions(5) 514
 
 
Federal agency and other mortgage-backed securities(70) 17,374
 (1) 33
Collateralized loan obligations
 
 
 
Total held-to-maturity debt securities(79) 19,501
 (1) 33
Total$(606) 94,254
 (47) 1,063
December 31, 2018  
    
Available-for-sale debt securities:       
Securities of U.S. Treasury and federal agencies$(106) 6,702
 
 
Securities of U.S. states and political subdivisions(425) 18,447
 (21) 316
Mortgage-backed securities:       
Federal agencies(3,140) 123,231
 
 
Residential(2) 295
 (3) 172
Commercial(20) 1,999
 (2) 52
Total mortgage-backed securities(3,162) 125,525
 (5) 224
Corporate debt securities(17) 791
 (73) 1,472
Collateralized loan and other debt obligations(396) 28,859
 
 
Other(7) 726
 (6) 252
Total available-for-sale debt securities(4,113) 181,050
 (105) 2,264
Held-to-maturity debt securities:       
Securities of U.S. Treasury and federal agencies(415) 41,978
 
 
Securities of U.S. states and political subdivisions(116) 4,590
 
 
Federal agency and other mortgage-backed securities(2,278) 81,977
 (10) 399
Collateralized loan obligations
 
 
 
Total held-to-maturity debt securities(2,809) 128,545
 (10) 399
Total$(6,922) 309,595
 (115) 2,663

Note 5: Available-for-Sale and Held-to-Maturity Debt Securities (continued)
 Investment grade  Non-investment grade 
(in millions)
Gross
unrealized
losses

 
Fair
value

 
Gross
unrealized
losses

 
Fair
value

September 30, 2017       
Available-for-sale securities:       
Securities of U.S. Treasury and federal agencies$(66) 4,550
 
 
Securities of U.S. states and political subdivisions(822) 25,098
 (32) 207
Mortgage-backed securities:       
Federal agencies(928) 72,811
 
 
Residential(1) 134
 (2) 75
Commercial(2) 527
 (6) 214
Total mortgage-backed securities(931) 73,472
 (8) 289
Corporate debt securities(14) 674
 (51) 517
Collateralized loan and other debt obligations(7) 3,752
 
 
Other(5) 781
 (2) 239
Total debt securities(1,845) 108,327
 (93) 1,252
Perpetual preferred securities(4) 70
 (1) 18
Total available-for-sale securities(1,849)
108,397

(94)
1,270
Held-to-maturity securities:       
Securities of U.S. Treasury and federal agencies(36) 3,345
 
 
  Securities of U.S. states and political subdivisions(45) 2,801
 
 
Federal agency and other mortgage-backed securities(508) 58,248
 (1) 92
Collateralized loan obligations
 
 
 
Other
 
 
 
Total held-to-maturity securities(589) 64,394
 (1) 92
Total$(2,438) 172,791
 (95) 1,362
December 31, 2016  
    
Available-for-sale securities:       
Securities of U.S. Treasury and federal agencies$(109) 10,816
 
 
Securities of U.S. states and political subdivisions(1,517) 33,271
 (54) 354
Mortgage-backed securities:       
Federal agencies(3,458) 124,216
 
 
Residential(1) 176
 (7) 596
Commercial(15) 2,585
 (59) 564
Total mortgage-backed securities(3,474) 126,977
 (66) 1,160
Corporate debt securities(31) 1,238
 (79) 937
Collateralized loan and other debt obligations(31) 5,096
 
 
Other(30) 1,842
 (5) 391
Total debt securities(5,192) 179,240
 (204) 2,842
Perpetual preferred securities(10) 68
 (1) 18
Total available-for-sale securities(5,202) 179,308
 (205) 2,860
Held-to-maturity securities:       
Securities of U.S. Treasury and federal agencies(77) 6,351
 
 
Securities of U.S. states and political subdivisions(144) 4,871
 
 
Federal agency and other mortgage-backed securities(803) 40,078
 (1) 17
Collateralized loan obligations(1) 266
 
 
Other(1) 633


 
Total held-to-maturity securities(1,026) 52,199
 (1) 17
Total$(6,228) 231,507
 (206) 2,877
Note 4: Investment Securities (continued)


Contractual Maturities
Table 4.45.4 shows the remaining contractual maturitiesfair value and contractual weighted-average yields (taxable-equivalent basis) of available-for-sale debt securities.securities by contractual maturity. The remaining contractual principal maturities for MBSmortgage-backed securities (MBS) do not consider
 
consider prepayments. Remaining expected maturities will differ from contractual maturities because borrowers may have the right to prepay obligations before the underlying mortgages mature.
 
Table 4.4:5.4:Available-for Sale Debt Securities - Fair Value by Contractual MaturitiesMaturity
  Remaining contractual maturity   Remaining contractual maturity 
Total
   Within one year  
After one year
through five years
  
After five years
through ten years
  After ten years Total
   Within one year  
After one year
through five years
  
After five years
through ten years
  After ten years 
(in millions)amount
 Yield
 Amount
 Yield
 Amount
 Yield
 Amount
 Yield
 Amount
 Yield
amount
 Yield
 Amount
 Yield
 Amount
 Yield
 Amount
 Yield
 Amount
 Yield
September 30, 2017                   
June 30, 2019                   
Available-for-sale debt securities (1):                                       
Fair value:                                      
Securities of U.S. Treasury and federal agencies$6,350
 1.60% $81
 1.36% $6,221
 1.60% $48
 1.88% $
 %$15,319
 1.94% $5,521
 1.69% $9,747
 2.08% $51
 1.89% $
 %
Securities of U.S. states and political subdivisions52,774
 5.77
 1,375
 2.32
 10,788
 2.93
 2,237
 4.65
 38,374
 6.76
45,095
 4.92
 2,016
 3.34
 5,135
 3.34
 4,322
 3.54
 33,622
 5.40
Mortgage-backed securities:                                      
Federal agencies150,181
 3.24
 1
 5.03
 223
 2.78
 5,927
 2.83
 144,030
 3.26
155,858
 3.50
 
 
 137
 3.48
 1,665
 2.56
 154,056
 3.51
Residential6,394
 3.88
 
 
 27
 5.66
 11
 2.42
 6,356
 3.88
1,263
 2.80
 
 
 
 
 
 
 1,263
 2.80
Commercial4,652
 3.74
 
 
 
 
 64
 2.76
 4,588
 3.75
4,180
 3.71
 
 
 
 
 342
 3.61
 3,838
 3.72
Total mortgage-backed securities161,227
 3.28
 1
 5.03
 250
 3.09
 6,002
 2.83
 154,974
 3.30
161,301
 3.50
 
 
 137
 3.48
 2,007
 2.74
 159,157
 3.51
Corporate debt securities9,340
 4.94
 976
 4.08
 3,009
 5.57
 4,373
 4.61
 982
 5.28
6,230
 5.01
 484
 6.17
 2,384
 5.00
 2,737
 4.69
 625
 5.59
Collateralized loan and other debt obligations35,608
 2.97
 
 
 100
 1.83
 16,498
 2.95
 19,010
 3.00
32,995
 3.96
 
 
 8
 5.02
 10,005
 4.03
 22,982
 3.93
Other6,018
 2.29
 44
 3.42
 525
 2.69
 1,584
 1.97
 3,865
 2.35
5,043
 3.10
 12
 3.34
 749
 3.80
 1,424
 2.13
 2,858
 3.40
Total available-for-sale debt securities at fair value$271,317
 3.72% $2,477
 3.00% $20,893
 2.90% $30,742
 3.23% $217,205
 3.88%$265,983
 3.73% $8,033
 2.38% $18,160
 2.96% $20,546
 3.75% $219,244
 3.85%
December 31, 2016                   
Available-for-sale debt securities (1):        `          
Fair value:                   
Securities of U.S. Treasury and federal agencies$25,819
 1.44% $1,328
 0.92% $23,477
 1.45% $1,014
 1.80% $
 %
Securities of U.S. states and political subdivisions51,101
 5.65
 2,990
 1.69
 9,299
 2.74
 2,391
 4.71
 36,421
 6.78
Mortgage-backed securities:                   
Federal agencies161,230
 3.09
 
 
 128
 2.98
 5,363
 3.16
 155,739
 3.09
Residential7,816
 3.84
 
 
 25
 5.21
 35
 4.34
 7,756
 3.83
Commercial8,502
 4.58
 
 
 
 
 30
 3.13
 8,472
 4.59
Total mortgage-backed securities177,548
 3.19
 
 
 153
 3.34
 5,428
 3.16
 171,967
 3.19
Corporate debt securities11,457
 4.81
 2,043
 2.90
 3,374
 5.89
 4,741
 4.71
 1,299
 5.38
Collateralized loan and other debt obligations35,020
 2.70
 
 
 168
 1.34
 16,482
 2.66
 18,370
 2.74
Other6,208
 2.18
 57
 3.06
 971
 2.35
 1,146
 2.04
 4,034
 2.17
Total available-for-sale debt securities at fair value$307,153
 3.44% $6,418
 1.93% $37,442
 2.20% $31,202
 3.17% $232,091
 3.72%
(1)Weighted-average yields displayed by maturity bucket are weighted based on fair value and predominantly represent contractual coupon rates without effect for any related hedging derivatives.


Table 4.55.5 shows the amortized cost and weighted-average yields of held-to-maturity debt securities by contractual maturity.
Table 4.5:5.5:Held-to-Maturity Debt Securities - Amortized Cost by Contractual Maturity
  Remaining contractual maturity   Remaining contractual maturity 
Total
   Within one year  
After one year
through five years
  
After five years
through ten years
  After ten years Total
   Within one year  
After one year
through five years
  
After five years
through ten years
  After ten years 
(in millions)amount
 Yield
 Amount
 Yield
 Amount
 Yield
 Amount
 Yield
 Amount
 Yield
amount
 Yield
 Amount
 Yield
 Amount
 Yield
 Amount
 Yield
 Amount
 Yield
September 30, 2017                   
Held-to-maturity securities (1):                    
June 30, 2019                   
Held-to-maturity debt securities (1):                    
Amortized cost:                                      
Securities of U.S. Treasury and federal agencies$44,712
 2.12% $
 % $32,323
 2.04% $12,389
 2.32% $
 %$44,766
 2.12% $
 % $34,667
 2.07% $10,099
 2.28% $
 %
Securities of U.S. states and political subdivisions6,321
 6.04
 
 
 49
 7.71
 655
 6.44
 5,617
 5.98
7,948
 4.97
 
 
 75
 6.05
 1,570
 4.89
 6,303
 4.98
Federal agency and other mortgage-backed securities90,071
 3.11
 
 
 
 
 


 90,071
 3.11
93,105
 3.12
 
 
 15
 3.77
 
 
 93,090
 3.12
Collateralized loan obligations661
 2.81
 
 
 
 
 661
 2.81
 
 
57
 3.78
 
 
 
 
 57
 3.78
 
 
Other658
 2.17
 
 
 658
 2.17
 
 
 
 
Total held-to-maturity debt securities at amortized cost$142,423
 2.92% $
 % $33,030
 2.05% $13,705
 2.54% $95,688
 3.27%$145,876
 2.91% $
 % $34,757
 2.08% $11,726
 2.64% $99,393
 3.24%
December 31, 2016                   
Held-to-maturity securities (1):                   
Amortized cost:                   
Securities of U.S. Treasury and federal agencies$44,690
 2.12% $
 % $31,956
 2.05% $12,734
 2.30% $
 %
Securities of U.S. states and political subdivisions6,336
 6.04
 
 
 24
 8.20
 436
 6.76
 5,876
 5.98
Federal agency and other mortgage-backed securities45,161
 3.23
 
 
 
 
 
 
 45,161
 3.23
Collateralized loan obligations1,065
 2.58
 
 
 
 
 1,065
 2.58
 
 
Other2,331
 1.83
 
 
 1,683
 1.81
 648
 1.89
 
 
Total held-to-maturity debt securities at amortized cost$99,583
 2.87% $
 % $33,663
 2.04% $14,883
 2.43% $51,037
 3.55%
(1)
Weighted-average yields displayed by maturity bucket are weighted based on amortized cost and predominantly represent contractual coupon rates.


Table 4.65.6 shows the fair value of held-to-maturity debt securities by contractual maturity.
 


Table 4.6:5.6:Held-to-Maturity Debt Securities - Fair Value by Contractual Maturity
   Remaining contractual maturity 
 Total
 Within one year
 
After one year
through five years

 
After five years
through ten years

 After ten years
(in millions)amount
 Amount
 Amount
 Amount
 Amount
June 30, 2019         
Held-to-maturity debt securities:         
Fair value:         
Securities of U.S. Treasury and federal agencies$45,336
 
 34,962
 10,374
 
Securities of U.S. states and political subdivisions8,125
 
 75
 1,625
 6,425
Federal agency and other mortgage-backed securities94,346
 
 15
 
 94,331
Collateralized loan obligations57
 
 
 57
 
Total held-to-maturity debt securities at fair value$147,864
 
 35,052
 12,056
 100,756

   Remaining contractual maturity 
 Total
 Within one year
 
After one year
through five years

 
After five years
through ten years

 After ten years
(in millions)amount
 Amount
 Amount
 Amount
 Amount
September 30, 2017         
Held-to-maturity securities:         
Fair value:         
Securities of U.S. Treasury and federal agencies$45,282
 
 32,733
 12,549
 
Securities of U.S. states and political subdivisions6,346
 
 48
 664
 5,634
Federal agency and other mortgage-backed securities89,867
 
 
 
 89,867
Collateralized loan obligations664
 
 
 664
 
Other659
 
 659
 
 
Total held-to-maturity debt securities at fair value$142,818
 
 33,440
 13,877
 95,501
December 31, 2016         
Held-to-maturity securities:         
Fair value:         
Securities of U.S. Treasury and federal agencies$45,079
 
 32,313
 12,766
 
Securities of U.S. states and political subdivisions6,209
 
 24
 430
 5,755
Federal agency and other mortgage-backed securities44,457
 
 
 
 44,457
Collateralized loan obligations1,070
 
 
 1,070
 
Other2,340
 
 1,688
 652
 
Total held-to-maturity debt securities at fair value$99,155
 
 34,025
 14,918
 50,212
Note 4: Investment Securities (continued)


Realized Gains and Losses
Table 4.75.7 shows the gross realized gains and losses on sales and OTTI write-downs related to the available-for-sale securities
portfolio, which includes marketable equity securities, as well as net realized gains and losses on nonmarketable equity investments (see Note 6 (Other Assets)).debt securities.
Table 4.7:5.7:Realized Gains and Losses
 Quarter ended June 30,  Six months ended June 30, 
(in millions)2019
 2018
 2019
 2018
Gross realized gains$29
 53
 202
 74
Gross realized losses(2) (4) (5) (14)
OTTI write-downs(7) (8) (52) (18)
Net realized gains from available-for-sale debt securities$20
 41
 145
 42

  Quarter ended September 30,  Nine months ended September 30, 
(in millions)2017
 2016
 2017
 2016
Gross realized gains$298
 266
 859
 1,215
Gross realized losses(18) (23) (102) (67)
OTTI write-downs(8) (52) (112) (147)
Net realized gains from available-for-sale securities272
 191
 645
 1,001
Net realized gains from nonmarketable equity investments132
 55
 506
 369
Net realized gains from debt securities and equity investments$404
 246
 1,151
 1,370


Other-Than-Temporary Impairment
Table 4.8 shows the detail of total OTTI write-downs included in earnings for available-for-sale debt securities, marketable equity
securities and nonmarketable equity investments. There were no OTTI write-downs on held-to-maturity securities during the first nine months of 2017 and 2016.
Table 4.8:OTTI Write-downs
 Quarter ended September 30,  Nine months ended September 30, 
(in millions)2017
 2016
 2017
 2016
OTTI write-downs included in earnings       
Debt securities:       
Securities of U.S. states and political subdivisions$1
 30
 9
 40
Mortgage-backed securities:       
Residential1
 4
 7
 28
Commercial4
 10
 70
 11
Corporate debt securities1
 7
 21
 57
Other debt securities
 
 
 6
Total debt securities7
 51
 107
 142
Equity securities:       
Marketable equity securities:       
Other marketable equity securities1
 1
 5
 5
Total marketable equity securities1
 1
 5
 5
Total investment securities (1)8
 52
 112
 147
Nonmarketable equity investments (1)83
 84
 181
 317
Total OTTI write-downs included in earnings (1)$91
 136
 293
 464
(1)
The quarters ended September 30, 2017 and 2016, include $19 million and $32 million, respectively, in OTTI write-downs of oil and gas investments, of which $2 million and $6 million, respectively, related to investment securities and $17 million and $26 million, respectively, related to nonmarketable equity investments. Oil and gas related OTTI for the first nine months of 2017 and 2016, totaled $77 million and $185 million, respectively, of which $24 million and $57 million, respectively, related to investment securities and $53 million and $128 million, respectively, related to nonmarketable equity investments.

Other-Than-Temporarily Impaired Debt Securities
Table 4.95.8 shows the detail of total OTTI write-downs included in earnings for available-for-sale debt securities. There were no
OTTI write-downs on held-to-maturity debt securities during the first half of 2019 and 2018.
Table 5.8:Detail of OTTI Write-downs
 Quarter ended June 30,  Six months ended June 30, 
(in millions)2019
 2018
 2019
 2018
Debt securities OTTI write-downs included in earnings:       
Securities of U.S. states and political subdivisions$4
 
 33
 2
Mortgage-backed securities:       
Residential
 1
 
 2
Commercial3
 7
 17
 14
Corporate debt securities
 
 2
 
Total debt securities OTTI write-downs included in earnings$7
 8
 52
 18


Table 5.9 shows the detail of OTTI write-downs on available-for-sale debt securities included in earnings and the related changes in OCI for the same securities.
Table 4.9:5.9:OTTI Write-downs Included in Earnings and the Related Changes in OCI
Quarter ended September 30,  Nine months ended September 30, Quarter ended June 30,  Six months ended June 30, 
(in millions)2017
 2016
 2017
 2016
2019
 2018
 2019
 2018
OTTI on debt securities              
Recorded as part of gross realized losses:              
Credit-related OTTI$6
 21
 105
 102
$7
 8
 23
 17
Intent-to-sell OTTI1
 30
 2
 40

 
 29
 1
Total recorded as part of gross realized losses7
 51
 107
 142
7
 8
 52
 18
Changes to OCI for losses (reversal of losses) in non-credit-related OTTI (1):              
Securities of U.S. states and political subdivisions
 
 (5) 
(1) 
 (1) (2)
Residential mortgage-backed securities(1) (4) (1) 1

 
 (1) (1)
Commercial mortgage-backed securities
 (11) (47) (9)
 (11) 1
 (1)
Corporate debt securities
 
 1
 (13)
Other debt securities(1) 
 (1) 2
Total changes to OCI for non-credit-related OTTI(2) (15) (53) (19)(1) (11) (1) (4)
Total OTTI losses recorded on debt securities$5
 36
 54
 123
$6
 (3) 51
 14
(1)Represents amounts recorded to OCI for impairment of debt securities, due to factors other than credit, on debt securities that have also had credit-related OTTI write-downs during the period. Increases represent initial or subsequent non-credit-related OTTI on debt securities. Decreases represent partial to full reversal of impairment due to recoveries in the fair value of debt securities due to non-credit factors.
Note 5: Available-for-Sale and Held-to-Maturity Debt Securities (continued)

Table 4.105.10 presents a rollforward of the OTTI credit loss that has been recognized in earnings as a write-down of available-for-sale debt securities we still own (referred to as “credit-impaired” debt securities) and do not intend to sell. Recognized credit loss
represents the difference between the present value of expected
future cash flows discounted using the security’s current effective interest rate and the amortized cost basis of the security prior to considering credit loss.
Table 4.10:5.10:Rollforward of OTTI Credit Loss
Quarter ended September 30,  Nine months ended September 30, Quarter ended June 30,  Six months ended June 30, 
(in millions)2017
 2016
 2017
 2016
2019
 2018
 2019
 2018
Credit loss recognized, beginning of period$1,120
 1,080
 1,043
 1,092
$232
 649
 562
 742
Additions:              
For securities with initial credit impairments
 16
 8
 54
4
 
 6
 
For securities with previous credit impairments6
 5
 97
 48
3
 8
 17
 17
Total additions6
 21
 105
 102
7
 8
 23
 17
Reductions:              
For securities sold, matured, or intended/required to be sold(96) (22) (114) (111)(23) (30) (369) (131)
For recoveries of previous credit impairments (1)(1) (2) (5) (6)
 (1) 
 (2)
Total reductions(97) (24) (119) (117)(23) (31) (369) (133)
Credit loss recognized, end of period$1,029
 1,077
 1,029
 1,077
$216
 626
 216
 626
(1)Recoveries of previous credit impairments result from increases in expected cash flows subsequent to credit loss recognition. Such recoveries are reflected prospectively as interest yield adjustments using the effective interest method.
Note 5: Loans and Allowance for Credit Losses (continued)


Note 5:6: Loans and Allowance for Credit Losses 
Table 5.16.1 presents total loans outstanding by portfolio segment and class of financing receivable. Outstanding balances include a total net reduction of $3.7 billion and $4.4 billion at September 30, 2017, andDecember 31, 2016, respectively, for
unearned income, net deferred loan fees or costs, and
unamortized discounts and premiums. These amounts were less than 1% of our total loans outstanding at June 30, 2019 and December 31, 2018.
Table 5.1:6.1:Loans Outstanding
(in millions)Sep 30,
2017

 Dec 31,
2016

Jun 30,
2019

 Dec 31,
2018

Commercial:      
Commercial and industrial$327,944
 330,840
$348,846
 350,199
Real estate mortgage128,475
 132,491
123,008
 121,014
Real estate construction24,520
 23,916
21,067
 22,496
Lease financing19,211
 19,289
19,324
 19,696
Total commercial500,150
 506,536
512,245
 513,405
Consumer:      
Real estate 1-4 family first mortgage280,173
 275,579
286,427
 285,065
Real estate 1-4 family junior lien mortgage41,152
 46,237
32,068
 34,398
Credit card36,249
 36,700
38,820
 39,025
Automobile55,455
 62,286
45,664
 45,069
Other revolving credit and installment38,694
 40,266
34,654
 36,148
Total consumer451,723
 461,068
437,633
 439,705
Total loans$951,873
 967,604
$949,878
 953,110
Our foreign loans are reported by respective class of financing receivable in the table above. Substantially all of our foreign loan portfolio is commercial loans. Loans are classified as foreign primarily based on whether the borrower’s primary
 
address is outside of the United States. Table 5.26.2 presents total commercial foreign loans outstanding by class of financing receivable.
Table 5.2:6.2:Commercial Foreign Loans Outstanding
(in millions)Jun 30,
2019

 Dec 31,
2018

Commercial foreign loans:   
Commercial and industrial$63,296
 62,564
Real estate mortgage6,801
 6,731
Real estate construction1,287
 1,011
Lease financing1,215
 1,159
Total commercial foreign loans$72,599
 71,465


Note 6: Loans and Allowance for Credit Losses (continued)
(in millions)Sep 30,
2017

 Dec 31,
2016

Commercial foreign loans:   
Commercial and industrial$58,570
 55,396
Real estate mortgage8,032
 8,541
Real estate construction647
 375
Lease financing1,141
 972
Total commercial foreign loans$68,390
 65,284



Loan Purchases, Sales, and Transfers
Table 5.36.3 summarizes the proceeds paid or received for purchases and sales of loans and transfers from loans held for investment to mortgages/loans held for sale at lower of cost or fair value. This loan activity also includes participating interests, whereby we
receive or transfer a portion of a loan. The table excludes PCI
loans, and loans for which we have elected the fair value option, includingand government insured/ guaranteed real estate 1-4 family first mortgage loans originated for sale because their loan activity normally does not impact the allowance for credit losses. 

Table 5.3:6.3:Loan Purchases, Sales, and Transfers
 2019  2018 
(in millions)Commercial
 Consumer
 Total
 Commercial
 Consumer
 Total
Quarter ended June 30,           
Purchases$670
 5
 675
 398
 7
 405
Sales(535) (153) (688) (294) (88) (382)
Transfers (to) from MLHFS/LHFS(89) (1,852) (1,941) (100) (72) (172)
Six months ended June 30,           
Purchases$999
 8
 1,007
 654
 7
 661
Sales(956) (332) (1,288) (754) (88) (842)
Transfers (to) from MLHFS/LHFS(92) (1,852) (1,944) (520) (1,625) (2,145)

 2017  2016 
(in millions)Commercial
 Consumer (1)
 Total
 Commercial (2)
 Consumer (1)
 Total
Quarter ended September 30,           
Purchases$449
 
 449
 1,902
 
 1,902
Sales(310) (145) (455) (324) (306) (630)
Transfers to MHFS/LHFS374
 
 374
 (44) (1) (45)
Nine months ended September 30,           
Purchases$2,418
 2
 2,420
 29,155
 
 29,155
Sales(1,649) (291) (1,940) (932) (985) (1,917)
Transfers to MHFS/LHFS(284) (1) (285) (145) (5) (150)
(1)Excludes activity in government insured/guaranteed real estate 1-4 family first mortgage loans. As servicer, we are able to buy delinquent insured/guaranteed loans out of the Government National Mortgage Association (GNMA) pools, and manage and/or resell them in accordance with applicable requirements. These loans are predominantly insured by the Federal Housing Administration (FHA) or guaranteed by the Department of Veterans Affairs (VA). Accordingly, these loans have limited impact on the allowance for loan losses.
(2)Purchases include loans and capital leases from the 2016 GE Capital business acquisitions.
Commitments to Lend
A commitment to lend is a legally binding agreement to lend funds to a customer, usually at a stated interest rate, if funded, and for specific purposes and time periods. We generally require a fee to extend such commitments. Certain commitments are subject to loan agreements with covenants regarding the financial performance of the customer or borrowing base formulas on an ongoing basis that must be met before we are required to fund the commitment. We may reduce or cancel consumer commitments, including home equity lines and credit card lines, in accordance with the contracts and applicable law.
We may, as a representative for other lenders, advance funds or provide for the issuance of letters of credit under syndicated loan or letter of credit agreements. Any advances are generally repaid in less than a week and would normally require default of both the customer and another lender to expose us to loss. TheseThe unfunded amount of these temporary advance arrangements totaled approximately $84$94 billion and $77$91 billion at SeptemberJune 30, 20172019 and December 31, 2016,2018, respectively.
We issue commercial letters of credit to assist customers in purchasing goods or services, typically for international trade. At SeptemberJune 30, 2017,2019, and December 31, 2016,2018, we had $1.2$1.0 billion and $1.1 billion,$919 million, respectively, of outstanding issued commercial letters of credit. We also originate multipurpose lending commitments under which borrowers have the option to draw on the facility for different purposes in one of several forms, including a standby letter of credit. See Note 1013 (Guarantees, Pledged Assets and Collateral)Collateral, and Other Commitments) for additional information on standby letters of credit. 
When we make commitments, we are exposed to credit risk. The maximum credit risk for these commitments will generally be lower than the contractual amount because a significant portion of these commitments is expected to expire without being used by the customer. In addition, we manage the potential risk in commitments to lend by limiting the total amount of commitments, both by individual customer and in total, by monitoring the size and maturity structure of these commitments and by applying the same credit standards for these commitments as for all of our credit activities.
 
For loans and commitments to lend, we generally require collateral or a guarantee. We may require various types of collateral, including commercial and consumer real estate, automobiles, other short-term liquid assets such as accounts receivable or inventory and long-lived assets, such as equipment and other business assets. Collateral requirements for each loan or commitment may vary based on the loan product and our assessment of a customer’s credit risk according to the specific credit underwriting, including credit terms and structure.
The contractual amount of our unfunded credit commitments, including unissued standby and commercial letters of credit, is summarized by portfolio segment and class of financing receivable in Table 5.4.6.4. The table excludes the issued standby and commercial letters of credit and temporary advance arrangements described above.
Table 5.4:6.4:Unfunded Credit Commitments
(in millions)Sep 30,
2017

 Dec 31,
2016

Jun 30,
2019

 Dec 31,
2018

Commercial:      
Commercial and industrial$321,797
 319,662
$329,751
 330,492
Real estate mortgage7,686
 7,833
7,905
 6,984
Real estate construction16,025
 18,840
15,459
 16,400
Lease financing
 16
Total commercial345,508
 346,351
353,115
 353,876
Consumer:      
Real estate 1-4 family first mortgage33,985
 33,498
43,427
 29,736
Real estate 1-4 family
junior lien mortgage
39,437
 41,431
37,454
 37,719
Credit card108,240
 101,895
113,306
 109,840
Other revolving credit and installment27,796
 28,349
26,676
 27,530
Total consumer209,458
 205,173
220,863
 204,825
Total unfunded
credit commitments
$554,966
 551,524
$573,978
 558,701

Note 5: Loans and Allowance for Credit Losses (continued)


Allowance for Credit Losses
During third quarter 2017, Hurricanes Harvey, Irma and Maria caused considerable damage in several geographic markets where the Company has significant lending exposure. The impact was in both our commercial and consumer lending portfolios. Based on our analysis to date of the level of insurance coverage, types of loans, location, and potential damage to collateral, we believe the ultimate collectability of these loans will be impacted. Our allowance for credit losses at September 30, 2017, included $450 million for coverage of our preliminary estimate of potential hurricane-related losses. We will continue to assess the
impact to our customers and our business as a result of the hurricanes and refine our estimates as more information becomes available. However, in light of the ongoing recovery challenges in Puerto Rico after Hurricane Maria, it may take longer to assess the hurricane’s impact on our portfolios there. We are still evaluating the impact on our portfolio from the California wildfires that occurred in October 2017.
Table 5.56.5 presents the allowance for credit losses, which consists of the allowance for loan losses and the allowance for unfunded credit commitments.
Table 5.5:6.5:Allowance for Credit Losses
Quarter ended September 30,  Nine months ended September 30, Quarter ended June 30,  Six months ended June 30, 
(in millions)2017
 2016
 2017
 2016
2019
 2018
 2019
 2018
Balance, beginning of period$12,146
 12,749
 12,540
 12,512
$10,821
 11,313
 10,707
 11,960
Provision for credit losses717
 805
 1,877
 2,965
503
 452
 1,348
 643
Interest income on certain impaired loans (1)(43) (54) (137) (153)(39) (43) (78) (86)
Loan charge-offs:              
Commercial:              
Commercial and industrial(194) (324) (608) (1,110)(205) (134) (381) (298)
Real estate mortgage(21) (7) (34) (13)(14) (19) (26) (21)
Real estate construction
 
 
 (1)
 
 (1) 
Lease financing(11) (4) (31) (25)(12) (20) (23) (37)
Total commercial(226) (335) (673) (1,149)(231) (173) (431) (356)
Consumer:              
Real estate 1-4 family first mortgage(67) (106) (191) (366)(27) (55) (70) (96)
Real estate 1-4 family junior lien mortgage(70) (119) (225) (385)(29) (47) (63) (94)
Credit card(337) (296) (1,083) (930)(437) (404) (874) (809)
Automobile(274) (215) (741) (602)(142) (216) (329) (516)
Other revolving credit and installment(170) (170) (544) (508)(167) (164) (329) (344)
Total consumer (2)(918) (906) (2,784) (2,791)(802) (886) (1,665) (1,859)
Total loan charge-offs(1,144) (1,241) (3,457) (3,940)(1,033) (1,059) (2,096) (2,215)
Loan recoveries:              
Commercial:              
Commercial and industrial69
 65
 234
 210
46
 76
 89
 155
Real estate mortgage24
 35
 68
 90
10
 19
 16
 36
Real estate construction15
 18
 27
 30
2
 6
 5
 10
Lease financing5
 2
 13
 10
8
 5
 11
 10
Total commercial113
 120
 342
 340
66
 106
 121
 211
Consumer:              
Real estate 1-4 family first mortgage83
 86
 216
 284
57
 78
 112
 137
Real estate 1-4 family junior lien mortgage69
 70
 205
 200
48
 60
 91
 115
Credit card60
 51
 177
 153
88
 81
 173
 154
Automobile72
 78
 246
 248
90
 103
 186
 195
Other revolving credit and installment30
 31
 94
 100
31
 29
 65
 60
Total consumer314
 316
 938
 985
314
 351
 627
 661
Total loan recoveries427
 436
 1,280
 1,325
380
 457
 748
 872
Net loan charge-offs(717) (805) (2,177) (2,615)(653) (602) (1,348) (1,343)
Other6
 (1) 6
 (15)(29) (10) (26) (64)
Balance, end of period$12,109
 12,694
 12,109
 12,694
$10,603
 11,110
 10,603
 11,110
Components:                
Allowance for loan losses$11,078
 11,583
 11,078
 11,583
$9,692
 10,193
 9,692
 10,193
Allowance for unfunded credit commitments1,031
 1,111
 1,031
 1,111
911
 917
 911
 917
Allowance for credit losses$12,109
 12,694
 12,109
 12,694
$10,603
 11,110
 10,603
 11,110
Net loan charge-offs (annualized) as a percentage of average total loans0.30% 0.33
 0.30
 0.37
0.28% 0.26
 0.29
 0.29
Allowance for loan losses as a percentage of total loans1.16
 1.20
 1.16
 1.20
1.02
 1.08
 1.02
 1.08
Allowance for credit losses as a percentage of total loans1.27
 1.32
 1.27
 1.32
1.12
 1.18
 1.12
 1.18
(1)Certain impaired loans with an allowance calculated by discounting expected cash flows using the loan’s effective interest rate over the remaining life of the loan recognize changes in allowance attributable to the passage of time as interest income.
(2)
Quarter and nine months ended September 30, 2017, include an incremental $29 million of charge-offs in accordance with updated industry regulatory guidance regarding the timing of loss recognition for real estate 1-4 family mortgage and automobile loans in bankruptcy.


Note 6: Loans and Allowance for Credit Losses (continued)

Table 5.66.6 summarizes the activity in the allowance for credit losses by our commercial and consumer portfolio segments.
Table 5.6:6.6:Allowance Activity by Portfolio Segment
     2019
     2018
(in millions)Commercial
 Consumer
 Total
 Commercial
 Consumer
 Total
Quarter ended June 30,           
Balance, beginning of period$6,428
 4,393
 10,821
 6,708
 4,605
 11,313
Provision for credit losses46
 457
 503
 89
 363
 452
Interest income on certain impaired loans(14) (25) (39) (14) (29) (43)
            
Loan charge-offs(231) (802) (1,033) (173) (886) (1,059)
Loan recoveries66
 314
 380
 106
 351
 457
Net loan charge-offs(165) (488) (653) (67) (535) (602)
Other3
 (32) (29) (5) (5) (10)
Balance, end of period$6,298
 4,305
 10,603
 6,711
 4,399
 11,110
            
Six months ended June 30,           
Balance, beginning of period$6,417
 4,290
 10,707
 6,632
 5,328
 11,960
Provision for credit losses210
 1,138
 1,348
 258
 385
 643
Interest income on certain impaired loans(25) (53) (78) (25) (61) (86)
            
Loan charge-offs(431) (1,665) (2,096) (356) (1,859) (2,215)
Loan recoveries121
 627
 748
 211
 661
 872
Net loan charge-offs(310) (1,038) (1,348) (145) (1,198) (1,343)
Other6
 (32) (26) (9) (55) (64)
Balance, end of period$6,298
 4,305
 10,603
 6,711
 4,399
 11,110
   
   
 2017
   
   
 2016
(in millions)Commercial
 Consumer
 Total
 Commercial
 Consumer
 Total
Quarter ended September 30,           
Balance, beginning of period$6,961
 5,185
 12,146
 7,441
 5,308
 12,749
Provision (reversal of provision) for credit losses(9) 726
 717
 158
 647
 805
Interest income on certain impaired loans(13) (30) (43) (14) (40) (54)
            
Loan charge-offs(226) (918) (1,144) (335) (906) (1,241)
Loan recoveries113
 314
 427
 120
 316
 436
Net loan charge-offs(113) (604) (717) (215) (590) (805)
Other6
 
 6
 (1) 
 (1)
Balance, end of period$6,832
 5,277
 12,109
 7,369
 5,325
 12,694
            
Nine months ended September 30,           
Balance, beginning of period$7,394
 5,146
 12,540
 6,872
 5,640
 12,512
Provision (reversal of provision) for credit losses(195) 2,072
 1,877
 1,350
 1,615
 2,965
Interest income on certain impaired loans(42) (95) (137) (29) (124) (153)
            
Loan charge-offs(673) (2,784) (3,457) (1,149) (2,791) (3,940)
Loan recoveries342
 938
 1,280
 340
 985
 1,325
Net loan charge-offs(331) (1,846) (2,177) (809) (1,806) (2,615)
Other6
 
 6
 (15) 
 (15)
Balance, end of period$6,832
 5,277
 12,109
 7,369
 5,325
 12,694



Table 5.76.7 disaggregates our allowance for credit losses and recorded investment in loans by impairment methodology.
Table 5.7:6.7:Allowance by Impairment Methodology
Allowance for credit losses  Recorded investment in loans Allowance for credit losses  Recorded investment in loans 
(in millions)Commercial
 Consumer
 Total
 Commercial
 Consumer
 Total
Commercial
 Consumer
 Total
 Commercial
 Consumer
 Total
September 30, 2017           
June 30, 2019           
Collectively evaluated (1)$6,032
 4,094
 10,126
 495,395
 423,102
 918,497
$5,831
 3,436
 9,267
 508,798
 425,818
 934,616
Individually evaluated (2)786
 1,183
 1,969
 4,521
 15,291
 19,812
467
 869
 1,336
 3,447
 10,641
 14,088
PCI (3)14
 
 14
 234
 13,330
 13,564

 
 
 
 1,174
 1,174
Total$6,832
 5,277
 12,109
 500,150
 451,723
 951,873
$6,298
 4,305
 10,603
 512,245
 437,633
 949,878
December 31, 2016 
December 31, 2018 
Collectively evaluated (1)$6,392
 3,553
 9,945
 500,487
 428,009
 928,496
$5,903
 3,361
 9,264
 510,180
 421,574
 931,754
Individually evaluated (2)1,000
 1,593
 2,593
 5,372
 17,005
 22,377
514
 929
 1,443
 3,221
 13,126
 16,347
PCI (3)2
 
 2
 677
 16,054
 16,731

 
 
 4
 5,005
 5,009
Total$7,394
 5,146
 12,540
 506,536
 461,068
 967,604
$6,417
 4,290
 10,707
 513,405
 439,705
 953,110
(1)
Represents loans collectively evaluated for impairment in accordance with Accounting Standards Codification (ASC) 450-20, Loss Contingencies(formerly FAS 5), and pursuant to amendments by ASU 2010-20 regarding allowance for non-impaired loans.
(2)
Represents loans individually evaluated for impairment in accordance with ASC 310-10, Receivables(formerly FAS 114), and pursuant to amendments by ASU 2010-20 regarding allowance for impaired loans.
(3)
Represents the allowance and related loan carrying value determined in accordance with ASC 310-30, Receivables – Loans and Debt Securities Acquired with Deteriorated Credit Quality (formerly SOP 03-3) and pursuant to amendments by ASU 2010-20 regarding allowance for PCI loans.


Credit Quality
We monitor credit quality by evaluating various attributes and utilize such information in our evaluation of the appropriateness of the allowance for credit losses. The following sections provide the credit quality indicators we most closely monitor. The credit quality indicators are generally based on information as of our financial statement date, with the exception of updated Fair Isaac Corporation (FICO) scores and updated loan-to-value (LTV)/
combined LTV (CLTV). We obtain FICO scores at loan
origination and the scores are generally updated at least quarterly, except in limited circumstances, including compliance with the Fair Credit Reporting Act (FCRA). Generally, the LTV and CLTV indicators are updated in the second month of each quarter, with updates no older than June 30, 2017. See the “Purchased Credit-Impaired Loans” section in this Note for credit quality information on our PCI portfolio.March 31, 2019.

Note 5: Loans and Allowance for Credit Losses (continued)


COMMERCIAL CREDIT QUALITY INDICATORS In addition to monitoring commercial loan concentration risk, we manage a consistent process for assessing commercial loan credit quality. Generally, commercial loans are subject to individual risk assessment using our internal borrower and collateral quality ratings. Our ratings are aligned to Pass and Criticized categories. The Criticized category includes Special Mention, Substandard, and Doubtful categories which are defined by bank regulatory agencies.
 
agencies.
Table 5.86.8 provides a breakdown of outstanding commercial loans by risk category. Of the $18.7 billion in criticizedCriticized commercial and industrial loans and $5.1 billion in criticized commercial real estate (CRE) loans at SeptemberJune 30, 2017, $2.42019, included $2.5 billion and $631 million, respectively, have been placed on nonaccrual status andthat have been written down to net realizable collateral value. For additional information on nonaccrual loans, see Table 6.13.


Table 5.8:6.8:Commercial Loans by Risk Category
(in millions)
Commercial
and
industrial

 
Real
estate
mortgage

 
Real
estate
construction

 
Lease
financing

 Total
June 30, 2019         
By risk category:         
Pass$334,034
 118,768
 20,883
 18,225
 491,910
Criticized14,812
 4,240
 184
 1,099
 20,335
Total commercial loans (excluding PCI)348,846
 123,008
 21,067
 19,324
 512,245
Total commercial PCI loans (carrying value)
 
 
 
 
Total commercial loans$348,846
 123,008
 21,067
 19,324
 512,245
December 31, 2018         
By risk category:         
Pass$335,412
 116,514
 22,207
 18,671
 492,804
Criticized14,783
 4,500
 289
 1,025
 20,597
Total commercial loans (excluding PCI)350,195
 121,014
 22,496
 19,696
 513,401
Total commercial PCI loans (carrying value)4
 
 
 
 4
Total commercial loans$350,199
 121,014
 22,496
 19,696
 513,405

(in millions)
Commercial
and
industrial

 
Real
estate
mortgage

 
Real
estate
construction

 
Lease
financing

 Total
September 30, 2017         
By risk category:         
Pass$309,149
 123,547
 24,189
 18,004
 474,889
Criticized18,679
 4,820
 321
 1,207
 25,027
Total commercial loans (excluding PCI)327,828
 128,367
 24,510
 19,211
 499,916
Total commercial PCI loans (carrying value)116
 108
 10
 
 234
Total commercial loans$327,944
 128,475
 24,520
 19,211
 500,150
December 31, 2016         
By risk category:         
Pass$308,166
 126,793
 23,408
 17,899
 476,266
Criticized22,437
 5,315
 451
 1,390
 29,593
Total commercial loans (excluding PCI)330,603
 132,108
 23,859
 19,289
 505,859
Total commercial PCI loans (carrying value)237
 383
 57
 
 677
Total commercial loans$330,840
 132,491
 23,916
 19,289
 506,536


Table 5.96.9 provides past due information for commercial loans, which we monitor as part of our credit risk management practices.
Table 5.9:6.9:Commercial Loans by Delinquency Status
(in millions)
Commercial
and
industrial

 
Real
estate
mortgage

 
Real
estate
construction

 
Lease
financing

 Total
June 30, 2019         
By delinquency status:         
Current-29 days past due (DPD) and still accruing$346,688
 122,101
 20,854
 19,101
 508,744
30-89 DPD and still accruing507
 146
 177
 160
 990
90+ DPD and still accruing17
 24
 
 
 41
Nonaccrual loans1,634
 737
 36
 63
 2,470
Total commercial loans (excluding PCI)348,846
 123,008
 21,067
 19,324
 512,245
Total commercial PCI loans (carrying value)
 
 
 
 
Total commercial loans$348,846
 123,008
 21,067
 19,324
 512,245
December 31, 2018         
By delinquency status:         
Current-29 DPD and still accruing$348,158
 120,176
 22,411
 19,443
 510,188
30-89 DPD and still accruing508
 207
 53
 163
 931
90+ DPD and still accruing43
 51
 
 
 94
Nonaccrual loans1,486
 580
 32
 90
 2,188
Total commercial loans (excluding PCI)350,195
 121,014
 22,496
 19,696
 513,401
Total commercial PCI loans (carrying value)4
 
 
 
 4
Total commercial loans$350,199
 121,014
 22,496
 19,696
 513,405


Note 6: Loans and Allowance for Credit Losses (continued)
(in millions)
Commercial
and
industrial

 
Real
estate
mortgage

 
Real
estate
construction

 
Lease
financing

 Total
September 30, 2017         
By delinquency status:         
Current-29 days past due (DPD) and still accruing$324,706
 127,438
 24,378
 18,993
 495,515
30-89 DPD and still accruing698
 325
 94
 137
 1,254
90+ DPD and still accruing27
 11
 
 
 38
Nonaccrual loans2,397
 593
 38
 81
 3,109
Total commercial loans (excluding PCI)327,828
 128,367
 24,510
 19,211
 499,916
Total commercial PCI loans (carrying value)116
 108
 10
 
 234
Total commercial loans$327,944
 128,475
 24,520
 19,211
 500,150
December 31, 2016         
By delinquency status:         
Current-29 DPD and still accruing$326,765
 131,165
 23,776
 19,042
 500,748
30-89 DPD and still accruing594
 222
 40
 132
 988
90+ DPD and still accruing28
 36
 
 
 64
Nonaccrual loans3,216
 685
 43
 115
 4,059
Total commercial loans (excluding PCI)330,603
 132,108
 23,859
 19,289
 505,859
Total commercial PCI loans (carrying value)237
 383
 57
 
 677
Total commercial loans$330,840
 132,491
 23,916
 19,289
 506,536



CONSUMER CREDIT QUALITY INDICATORSWe have various classes of consumer loans that present unique risks. Loan delinquency, FICO credit scores and LTV for loan types are common credit quality indicators that we monitor and utilize in our evaluation of the appropriateness of the allowance for credit losses for the consumer portfolio segment.
 
Many of our loss estimation techniques used for the allowance for credit losses rely on delinquency-based models; therefore, delinquency is an important indicator of credit quality and the establishment of our allowance for credit losses. Table 5.106.10 provides the outstanding balances of our consumer portfolio by delinquency status.
Table 5.10:6.10:Consumer Loans by Delinquency Status
(in millions)
Real estate
1-4 family
first
mortgage

 
Real estate
1-4 family
junior lien
mortgage

 
Credit
card

 Automobile
 
Other
revolving
credit and
installment

 Total
Real estate
1-4 family
first
mortgage

 
Real estate
1-4 family
junior lien
mortgage

 
Credit
card

 Automobile
 
Other
revolving
credit and
installment

 Total
September 30, 2017           
June 30, 2019           
By delinquency status:                      
Current-29 DPD$248,896
 40,242
 35,297
 53,684
 38,316
 416,435
271,144
 31,374
 37,925
 44,554
 34,383
 419,380
30-59 DPD1,895
 308
 282
 1,287
 146
 3,918
1,311
 250
 258
 808
 97
 2,724
60-89 DPD687
 147
 195
 349
 102
 1,480
436
 115
 188
 232
 70
 1,041
90-119 DPD339
 86
 168
 127
 79
 799
196
 63
 152
 69
 68
 548
120-179 DPD263
 94
 288
 7
 26
 678
177
 70
 297
 1
 22
 567
180+ DPD1,186
 246
 19
 1
 25
 1,477
630
 181
 
 
 14
 825
Government insured/guaranteed loans (1)13,606
 
 
 
 
 13,606
11,172
 
 
 
 
 11,172
Loans held at fair value202
 
 
 
 
 202
Total consumer loans (excluding PCI)266,872
 41,123
 36,249
 55,455
 38,694
 438,393
285,268
 32,053
 38,820
 45,664
 34,654
 436,459
Total consumer PCI loans (carrying value)13,301
 29
 
 
 
 13,330
Total consumer PCI loans (carrying value) (2)1,159
 15
 
 
 
 1,174
Total consumer loans$280,173
 41,152
 36,249
 55,455
 38,694
 451,723
286,427
 32,068
 38,820
 45,664
 34,654
 437,633
December 31, 2016           
December 31, 2018           
By delinquency status:                      
Current-29 DPD$239,061
 45,238
 35,773
 60,572
 39,833
 420,477
263,881
 33,644
 38,008
 43,604
 35,794
 414,931
30-59 DPD1,904
 296
 275
 1,262
 177
 3,914
1,411
 247
 292
 1,040
 140
 3,130
60-89 DPD700
 160
 200
 330
 111
 1,501
549
 126
 212
 314
 87
 1,288
90-119 DPD307
 102
 169
 116
 93
 787
257
 74
 192
 109
 80
 712
120-179 DPD323
 108
 279
 5
 30
 745
225
 77
 320
 2
 27
 651
180+ DPD1,661
 297
 4
 1
 22
 1,985
822
 213
 1
 
 20
 1,056
Government insured/guaranteed loans (1)15,605
 
 
 
 
 15,605
12,688
 
 
 
 
 12,688
Loans held at fair value244
 
 
 
 
 244
Total consumer loans (excluding PCI)259,561
 46,201
 36,700
 62,286
 40,266
 445,014
280,077
 34,381
 39,025
 45,069
 36,148
 434,700
Total consumer PCI loans (carrying value)16,018
 36
 
 
 
 16,054
Total consumer PCI loans (carrying value) (2)4,988
 17
 
 
 
 5,005
Total consumer loans$275,579
 46,237
 36,700
 62,286
 40,266
 461,068
285,065
 34,398
 39,025
 45,069
 36,148
 439,705
(1)
Represents loans whose repayments are predominantly insured by the FHA or guaranteed by the VA. Loans insured/guaranteed by the FHA/VA and 90+ DPD totaled $8.8$6.5 billion at SeptemberJune 30, 2017,2019, compared with $10.1$7.7 billion at December 31, 2016.
2018.
(2)23% of the adjusted unpaid principal balance for consumer PCI loans are 30+ DPD at June 30, 2019, compared with 18% at December 31, 2018.

Of the $3.0$1.9 billion of consumer loans not government insured/guaranteed that are 90 days or more past due at SeptemberJune 30, 2017, $9232019, $739 million was accruing, compared with $3.5$2.4 billion past due and $908$885 million accruing at December 31, 2016.2018.
Real estate 1-4 family first mortgage loans 180 days or more past due totaled $1.2 billion,$630 million, or 0.4%0.2% of total first mortgages (excluding PCI), at SeptemberJune 30, 2017,2019, compared with $1.7 billion,$822 million, or 0.6%0.3%, at December 31, 2016.2018.
Note 5: Loans and Allowance for Credit Losses (continued)


Table 5.116.11 provides a breakdown of our consumer portfolio by FICO. The September 30, 2017 FICO scores for real estate 1-4 family first and junior lien mortgages reflect a new FICO score version we adopted in first quarter 2017 to monitor and manage those portfolios. In general the impact for us is a shift to higher scores, particularly to the 800+ level, as the new FICO score version utilizes a more refined approach that better distinguishes borrower credit risk. MostSubstantially all of the scored consumer portfolio has
an updated FICO of 680 and above, reflecting a strong current borrower credit profile. FICO is not available for certain loan types, or may not be required if we deem it unnecessary due to
strong collateral and other borrower attributes. Substantially all loans not requiring a FICO score are securities-based loans originated through retail brokerage, and totaled $8.1$8.6 billion at SeptemberJune 30, 2017,2019, and $8.0$8.9 billion at December 31, 2016.2018.
Table 5.11:6.11:Consumer Loans by FICO
(in millions)
Real estate
1-4 family
first
mortgage (1)

 
Real estate
1-4 family
junior lien
mortgage (1)

 
Credit
card

 Automobile
 
Other
revolving
credit and
installment (1)

 Total
Real estate
1-4 family
first
mortgage

 
Real estate
1-4 family
junior lien
mortgage

 
Credit
card

 Automobile
 
Other
revolving
credit and
installment

 Total
September 30, 2017           
June 30, 2019           
By FICO:                      
< 600$5,416
 1,842
 3,436
 9,245
 871
 20,810
3,539
 1,297
 3,064
 6,442
 707
 15,049
600-6393,630
 1,313
 2,970
 5,961
 919
 14,793
2,559
 897
 2,670
 4,498
 677
 11,301
640-6797,123
 2,512
 5,468
 8,146
 1,994
 25,243
5,276
 1,720
 6,313
 6,386
 1,757
 21,452
680-71915,039
 5,001
 7,300
 9,189
 3,696
 40,225
12,898
 3,620
 9,415
 7,475
 3,283
 36,691
720-75928,453
 6,506
 7,721
 8,018
 5,203
 55,901
27,807
 4,947
 8,022
 7,051
 4,164
 51,991
760-79954,885
 7,561
 6,108
 6,612
 6,493
 81,659
61,007
 6,001
 5,323
 6,240
 4,999
 83,570
800+133,164
 15,574
 2,880
 7,987
 8,620
 168,225
157,049
 12,346
 3,879
 7,464
 8,011
 188,749
No FICO available5,556
 814
 366
 297
 2,761
 9,794
3,759
 1,225
 134
 108
 2,434
 7,660
FICO not required
 
 
 
 8,137
 8,137

 
 
 
 8,622
 8,622
Government insured/guaranteed loans (2)(1)13,606
 
 
 
 
 13,606
11,374
 
 
 
 
 11,374
Total consumer loans (excluding PCI)266,872
 41,123
 36,249
 55,455
 38,694
 438,393
285,268
 32,053
 38,820
 45,664
 34,654
 436,459
Total consumer PCI loans (carrying value)(2)13,301
 29
 
 
 
 13,330
1,159
 15
 
 
 
 1,174
Total consumer loans$280,173
 41,152
 36,249
 55,455
 38,694
 451,723
286,427
 32,068
 38,820
 45,664
 34,654
 437,633
December 31, 2016          

December 31, 2018          

By FICO:          
          
< 600$6,720
 2,591
 3,475
 9,934
 976
 23,696
4,273
 1,454
 3,292
 7,071
 697
 16,787
600-6395,400
 1,917
 3,109
 6,705
 1,056
 18,187
2,974
 994
 2,777
 4,431
 725
 11,901
640-67910,975
 3,747
 5,678
 10,204
 2,333
 32,937
5,810
 1,898
 6,464
 6,225
 1,822
 22,219
680-71923,300
 6,432
 7,382
 11,233
 4,302
 52,649
13,568
 3,908
 9,445
 7,354
 3,384
 37,659
720-75938,832
 9,413
 7,632
 8,769
 5,869
 70,515
27,258
 5,323
 7,949
 6,853
 4,395
 51,778
760-799103,608
 14,929
 6,191
 8,164
 8,348
 141,240
57,193
 6,315
 5,227
 5,947
 5,322
 80,004
800+49,508
 6,391
 2,868
 6,856
 6,434
 72,057
151,465
 13,190
 3,794
 7,099
 8,411
 183,959
No FICO available5,613
 781
 365
 421
 2,906
 10,086
4,604
 1,299
 77
 89
 2,507
 8,576
FICO not required
 
 
 
 8,042
 8,042

 
 
 
 8,885
 8,885
Government insured/guaranteed loans (2)(1)15,605
 
 
 
 
 15,605
12,932
 
 
 
 
 12,932
Total consumer loans (excluding PCI)259,561
 46,201
 36,700
 62,286
 40,266
 445,014
280,077
 34,381
 39,025
 45,069
 36,148
 434,700
Total consumer PCI loans (carrying value)(2)16,018
 36
 
 
 
 16,054
4,988
 17
 
 
 
 5,005
Total consumer loans$275,579
 46,237
 36,700
 62,286
 40,266
 461,068
285,065
 34,398
 39,025
 45,069
 36,148
 439,705
(1)
The September 30, 2017, amounts reflect updated FICO score version implemented in first quarter 2017.
(2)Represents loans whose repayments are predominantly insured by the FHA or guaranteed by the VA.
(2)44% of the adjusted unpaid principal balance for consumer PCI loans have FICO scores less than 680 and 16% where no FICO is available to us at June 30, 2019, compared with 45% and 15%, respectively, at December 31, 2018.
 
LTV refers to the ratio comparing the loan’s unpaid principal balance to the property’s collateral value. CLTV refers to the combination of first mortgage and junior lien mortgage (including unused line amounts for credit line products) ratios. LTVs and CLTVs are updated quarterly using a cascade approach which first uses values provided by automated valuation models (AVMs) for the property. If an AVM is not available, then the value is estimated using the original appraised value adjusted by the change in Home Price Index (HPI) for the property location. If an HPI is not available, the original appraised value is used. The HPI value is normally the only method considered for high value properties, generally with an original value of $1 million or more, as the AVM values have proven less accurate for these properties.
 
Table 5.126.12 shows the most updated LTV and CLTV distribution of the real estate 1-4 family first and junior lien mortgage loan portfolios. We consider the trends in residential real estate markets as we monitor credit risk and establish our allowance for credit losses. In the event of a default, any loss should be limited to the portion of the loan amount in excess of the net realizable value of the underlying real estate collateral value. Certain loans do not have an LTV or CLTV due to industry data availability and portfolios acquired from or serviced by other institutions.

Note 6: Loans and Allowance for Credit Losses (continued)

Table 5.12:6.12:Consumer Loans by LTV/CLTV
September 30, 2017  December 31, 2016 June 30, 2019  December 31, 2018 
(in millions)
Real estate
1-4 family
first
mortgage
by LTV

 
Real estate
1-4 family
junior lien
mortgage
by CLTV

 Total
 
Real estate
1-4 family
first
mortgage
by LTV

 
Real estate
1-4 family
junior lien
mortgage
by CLTV

 Total
Real estate
1-4 family
first
mortgage
by LTV

 
Real estate
1-4 family
junior lien
mortgage
by CLTV

 Total
 
Real estate
1-4 family
first
mortgage
by LTV

 
Real estate
1-4 family
junior lien
mortgage
by CLTV

 Total
By LTV/CLTV:                      
0-60%$130,463
 16,168
 146,631
 121,430
 16,464
 137,894
$145,884
 15,004
 160,888
 147,666
 15,753
 163,419
60.01-80%104,674
 13,447
 118,121
 101,726
 15,262
 116,988
110,919
 10,452
 121,371
 104,477
 11,183
 115,660
80.01-100%14,179
 7,136
 21,315
 15,795
 8,765
 24,560
14,763
 4,387
 19,150
 12,372
 4,874
 17,246
100.01-120% (1)2,000
 2,746
 4,746
 2,644
 3,589
 6,233
1,052
 1,350
 2,402
 1,211
 1,596
 2,807
> 120% (1)840
 1,154
 1,994
 1,066
 1,613
 2,679
412
 480
 892
 484
 578
 1,062
No LTV/CLTV available1,110
 472
 1,582
 1,295
 508
 1,803
864
 380
 1,244
 935
 397
 1,332
Government insured/guaranteed loans (2)13,606
 
 13,606
 15,605
 
 15,605
11,374
 
 11,374
 12,932
 
 12,932
Total consumer loans (excluding PCI)266,872
 41,123
 307,995
 259,561
 46,201
 305,762
285,268
 32,053
 317,321
 280,077
 34,381
 314,458
Total consumer PCI loans (carrying value)(3)13,301
 29
 13,330
 16,018
 36
 16,054
1,159
 15
 1,174
 4,988
 17
 5,005
Total consumer loans$280,173
 41,152
 321,325
 275,579
 46,237
 321,816
$286,427
 32,068
 318,495
 285,065
 34,398
 319,463
(1)Reflects total loan balances with LTV/CLTV amounts in excess of 100%. In the event of default, the loss content would generally be limited to only the amount in excess of 100% LTV/CLTV.
(2)Represents loans whose repayments are predominantly insured by the FHA or guaranteed by the VA.
(3)12% of the adjusted unpaid principal balance for consumer PCI loans have LTV/CLTV amounts greater than 80% at June 30, 2019, compared with 10% at December 31, 2018.
 
NONACCRUAL LOANSTable 5.136.13 provides loans on nonaccrual status. PCI loans are excluded from this table because they continue to earn interest fromaccretable yield, independent of performance in accordance with their contractual terms.
Table 5.13:6.13:Nonaccrual Loans
(in millions)Sep 30,
2017

 Dec 31,
2016

Jun 30,
2019

 Dec 31,
2018

Commercial:        
Commercial and industrial$2,397
 3,216
$1,634
 1,486
Real estate mortgage593
 685
737
 580
Real estate construction38
 43
36
 32
Lease financing81
 115
63
 90
Total commercial3,109
 4,059
2,470
 2,188
Consumer:      
Real estate 1-4 family first mortgage (1)4,213
 4,962
2,425
 3,183
Real estate 1-4 family junior lien mortgage1,101
 1,206
868
 945
Automobile137
 106
115
 130
Other revolving credit and installment59
 51
44
 50
Total consumer (2)5,510
 6,325
3,452
 4,308
Total nonaccrual loans
(excluding PCI)
$8,619
 10,384
$5,922
 6,496
(1)
Includes MHFS of $133 million and $149 million at September 30, 2017, and December 31, 2016, respectively.

(2)
Includes an incremental $171 million of nonaccrual loans at September 30, 2017, reflecting updated industry regulatory guidance related to loans in bankruptcy.
 
LOANS IN PROCESS OF FORECLOSUREOur recorded investment in consumer mortgage loans collateralized by residential real estate property that are in process of foreclosure was $6.7$3.7 billion and $8.1$4.6 billion at SeptemberJune 30, 20172019, and December 31, 2016,2018, respectively, which included $4.1$2.9 billion and $4.8$3.2 billion, respectively, of loans that are government insured/guaranteed. WeUnder the Consumer Financial Protection Bureau guidelines, we do not commence the foreclosure process on consumer real estate loans when a borrower becomesuntil after the loan is 120 days delinquent in accordance with Consumer Finance Protection Bureau Guidelines.delinquent. Foreclosure procedures and timelines vary depending on whether the property address resides in a judicial or non-judicial state. Judicial states require the foreclosure to be processed through the state’s courts while non-judicial states are processed without court intervention. Foreclosure timelines vary according to state law.


Note 5: Loans and Allowance for Credit Losses (continued)


LOANS 90 DAYS OR MORE PAST DUE AND STILL ACCRUINGCertain loans 90 days or more past due as to interest or principal are still accruing, because they are (1) well-secured and in the process of collection or (2) real estate 1-4 family mortgage loans or consumer loans exempt under regulatory rules from being classified as nonaccrual until later delinquency, usually 120 days past due. PCI loans of $1.4 billion$156 million at SeptemberJune 30, 2017,2019, and $2.0 billion$370 million at December 31, 2016,2018, are not included in these past due and still accruing loans even when they are 90 days or more contractually past due. These PCI loans are considered to be accruingbecause they continue to earn interest from accretable yield, independent of performance in accordance with their contractual terms.
Table 5.146.14 shows non-PCI loans 90 days or more past due and still accruing by class for loans not government insured/guaranteed.
Table 5.14:6.14:Loans 90 Days or More Past Due and Still Accruing (1)
(in millions)Sep 30, 2017
 Dec 31, 2016
Jun 30, 2019
 Dec 31, 2018
Total (excluding PCI):$10,227
 11,858
$7,258
 8,704
Less: FHA insured/guaranteed by the VA (1)(2)9,266
 10,883
Less: Student loans guaranteed under the Federal Family Education Loan Program (FFELP) (3)
 3
Less: FHA insured/VA guaranteed (1)6,478
 7,725
Total, not government insured/guaranteed$961
 972
$780
 979
By segment and class, not government insured/guaranteed:      
Commercial:      
Commercial and industrial$27
 28
$17
 43
Real estate mortgage11
 36
24
 51
Real estate construction
 
Total commercial38
 64
41
 94
Consumer:      
Real estate 1-4 family first mortgage (2)190
 175
108
 124
Real estate 1-4 family junior lien mortgage (2)49
 56
27
 32
Credit card475
 452
449
 513
Automobile111
 112
63
 114
Other revolving credit and installment98
 113
92
 102
Total consumer923
 908
739
 885
Total, not government insured/guaranteed$961
 972
$780
 979
(1)Represents loans whose repayments are predominantly insured by the FHA or guaranteed by the VA.
(2)Includes mortgages held for sale 90 days or more past due and still accruing.
(3)Represents loans whose repayments are largely guaranteed by agencies on behalf of the U.S. Department of Education under the FFELP. All remaining student loans guaranteed under the FFELP were sold as of March 31, 2017.



Note 6: Loans and Allowance for Credit Losses (continued)

IMPAIRED LOANS Table 5.156.15 summarizes key information for impaired loans. Our impaired loans predominantly include loans on nonaccrual status in the commercial portfolio segment and loans modified in a TDR, whether on accrual or nonaccrual status. These impaired loans generally have estimated losses which are included in the allowance for credit losses. We have impaired loans with no allowance for credit losses when loss content has been previously recognized through charge-offs and we do not anticipate additional charge-offs or losses, or certain
 
loans are currently performing in accordance with their terms and for which no loss has been estimated. Impaired loans exclude PCI loans. Table 5.156.15 includes trial modifications that totaled $183$127 million at SeptemberJune 30, 2017,2019, and $299$149 million at December 31, 2016.2018.
For additional information on our impaired loans and allowance for credit losses, see Note 1 (Summary of Significant Accounting Policies) in our 20162018 Form 10-K.
Table 5.15:6.15:Impaired Loans Summary
  Recorded investment     Recorded investment   
(in millions)
Unpaid
principal
balance (1)

 
Impaired
loans

 
Impaired loans
with related
allowance for
credit losses

 
Related
allowance for
credit losses

Unpaid
principal
balance (1)

 
Impaired
loans

 
Impaired loans
with related
allowance for
credit losses

 
Related
allowance for
credit losses

September 30, 2017       
June 30, 2019       
Commercial:              
Commercial and industrial$4,259
 3,098
 2,779
 518
$2,963
 2,169
 1,991
 303
Real estate mortgage1,541
 1,263
 1,243
 230
1,297
 1,142
 1,078
 134
Real estate construction87
 53
 53
 11
82
 54
 53
 10
Lease financing143
 107
 107
 27
91
 82
 82
 20
Total commercial6,030
 4,521
 4,182
 786
4,433
 3,447
 3,204
 467
Consumer:              
Real estate 1-4 family first mortgage(2)14,635
 12,756
 6,353
 781
8,803
 8,307
 3,782
 451
Real estate 1-4 family junior lien mortgage2,206
 1,981
 1,466
 237
1,781
 1,603
 1,040
 174
Credit card341
 340
 340
 129
487
 486
 486
 194
Automobile158
 88
 33
 5
144
 85
 45
 9
Other revolving credit and installment134
 126
 115
 31
166
 160
 142
 41
Total consumer (2)(3)17,474
 15,291
 8,307
 1,183
11,381
 10,641
 5,495
 869
Total impaired loans (excluding PCI)$23,504
 19,812
 12,489
 1,969
$15,814
 14,088
 8,699
 1,336
December 31, 2016       
December 31, 2018       
Commercial:              
Commercial and industrial$5,058
 3,742
 3,418
 675
$3,057
 2,030
 1,730
 319
Real estate mortgage1,777
 1,418
 1,396
 280
1,228
 1,032
 1,009
 154
Real estate construction167
 93
 93
 22
74
 47
 46
 9
Lease financing146
 119
 119
 23
146
 112
 112
 32
Total commercial7,148
 5,372
 5,026
 1,000
4,505
 3,221
 2,897
 514
Consumer:              
Real estate 1-4 family first mortgage16,438
 14,362
 9,475
 1,117
12,309
 10,738
 4,420
 525
Real estate 1-4 family junior lien mortgage2,399
 2,156
 1,681
 350
1,886
 1,694
 1,133
 183
Credit card300
 300
 300
 104
449
 449
 449
 172
Automobile153
 85
 31
 5
153
 89
 43
 8
Other revolving credit and installment109
 102
 91
 17
162
 156
 136
 41
Total consumer (2)(3)19,399
 17,005
 11,578
 1,593
14,959
 13,126
 6,181
 929
Total impaired loans (excluding PCI)$26,547
 22,377
 16,604
 2,593
$19,464
 16,347
 9,078
 1,443
(1)Excludes the unpaid principal balance for loans that have been fully charged off or otherwise have zero recorded investment.
(2)
Impaired loans includes reduction of $1.7 billion reclassified to MLHFS.
(3)Includes the recorded investment of $1.4$1.2 billion at June 30, 2019, and $1.5$1.3 billion at September 30, 2017 and December 31, 2016, respectively,2018, of government insured/guaranteed loans that are predominantly insured by the FHA or guaranteed by the VA and generally do not have an allowance. Impaired loans may also have limited, if any, allowance when the recorded investment of the loan approximates estimated net realizable value as a result of charge-offs prior to a TDR modification.
Note 5: Loans and Allowance for Credit Losses (continued)


Commitments to lend additional funds on loans whose terms have been modified in a TDRamounted to $628$478 million and $403$513 million at SeptemberJune 30, 20172019 and December 31, 2016,2018, respectively.
 
Table 5.166.16 provides the average recorded investment in impaired loans and the amount of interest income recognized on impaired loans by portfolio segment and class.
Table 5.16:6.16:Average Recorded Investment in Impaired Loans
Quarter ended September 30,  Nine months ended September 30, Quarter ended June 30,  Six months ended June 30, 
2017  2016  2017  2016 2019  2018  2019  2018 
(in millions)
Average
recorded
investment

 
Recognized
interest
income

 
Average
recorded
investment

 
Recognized
interest
income

 
Average
recorded
investment

 
Recognized
interest
income

 
Average
recorded
investment

 
Recognized
interest
income

Average
recorded
investment

 
Recognized
interest
income

 
Average
recorded
investment

 
Recognized
interest
income

 
Average
recorded
investment

 
Recognized
interest
income

 
Average
recorded
investment

 
Recognized
interest
income

Commercial:                              
Commercial and industrial$3,208
 22
 3,961
 25
 3,460
 91
 3,350
 65
$2,285
 50
 2,212
 43
 2,249
 73
 2,318
 79
Real estate mortgage1,293
 19
 1,644
 33
 1,351
 70
 1,699
 99
1,116
 16
 1,299
 22
 1,079
 31
 1,266
 50
Real estate construction58
 
 108
 3
 69
 3
 117
 8
55
 
 62
 1
 53
 2
 60
 2
Lease financing105
 1
 99
 
 110
 1
 89
 
88
 
 138
 1
 98
 
 132
 1
Total commercial4,664
 42
 5,812
 61
 4,990
 165
 5,255
 172
3,544
 66
 3,711
 67
 3,479
 106
 3,776
 132
Consumer:                              
Real estate 1-4 family first mortgage13,044
 180
 15,471
 203
 13,594
 555
 16,224
 635
9,398
 128
 11,772
 167
 9,950
 281
 11,921
 339
Real estate 1-4 family junior lien mortgage2,009
 30
 2,268
 32
 2,072
 92
 2,327
 99
1,630
 26
 1,832
 29
 1,654
 52
 1,861
 58
Credit card326
 9
 292
 9
 314
 26
 294
 26
480
 16
 398
 12
 470
 31
 384
 22
Automobile86
 2
 90
 3
 84
 8
 95
 9
86
 3
 82
 3
 87
 7
 83
 6
Other revolving credit and installment123
 2
 91
 2
 114
 6
 84
 5
158
 3
 140
 3
 157
 7
 136
 5
Total consumer15,588
 223
 18,212
 249
 16,178
 687
 19,024
 774
11,752
 176
 14,224
 214
 12,318
 378
 14,385
 430
Total impaired loans (excluding PCI)$20,252
 265
 24,024
 310
 21,168
 852
 24,279
 946
$15,296
 242
 17,935
 281
 15,797
 484
 18,161
 562
Interest income:                              
Cash basis of accounting  $64
   87
   219
   274
  $76
   84
   135
   165
Other (1)  201
   223
   633
   672
  166
   197
   349
   397
Total interest income  $265
   310
   852
   946
  $242
   281
   484
   562
(1)Includes interest recognized on accruing TDRs, interest recognized related to certain impaired loans which have an allowance calculated using discounting, and amortization of purchase accounting adjustments related to certain impaired loans.




TROUBLED DEBT RESTRUCTURINGS (TDRs)  When, for economic or legal reasons related to a borrower’s financial difficulties, we grant a concession for other than an insignificant period of time to a borrower that we would not otherwise consider, the related loan is classified as a TDR, the balance of which totaled $18.7$12.6 billion and $20.8$15.5 billion at SeptemberJune 30, 20172019 and December 31, 2016,2018, respectively. We do not consider loan resolutions such as foreclosure or short sale to be a TDR.
 
We may require some consumer borrowers experiencing financial difficulty to make trial payments generally for a period of three to four months, according to the terms of a planned permanent modification, to determine if they can perform according to those terms. These arrangements represent trial modifications, which we classify and account for as TDRs. While loans are in trial payment programs, their original terms are not considered modified and they continue to advance through delinquency status and accrue interest according to their original terms.

Note 6: Loans and Allowance for Credit Losses (continued)

Table 5.176.17 summarizes our TDR modifications for the periods presented by primary modification type and includes the financial effects of these modifications. For those loans that modify more than once, the table reflects each modification that occurred during the period. Loans that both modify and pay off
 
within the period, as well as changes in recorded investment during the period for loans modified in prior periods, are not included in the table.
Table 5.17:6.17:TDR Modifications
 Primary modification type (1)  Financial effects of modifications 
(in millions)Principal (2)
 
Interest
rate
reduction

 
Other
concessions (3)

 Total
 
Charge-
offs (4)

 
Weighted
average
interest
rate
reduction

 
Recorded
investment
related to
interest rate
reduction (5)

Quarter ended September 30, 2017             
Commercial:             
Commercial and industrial$
 19
 481
 500
 60
 0.34% $18
Real estate mortgage1
 12
 98
 111
 7
 1.58
 13
Real estate construction
 
 1
 1
 
 1.85
 
Lease financing
 
 23
 23
 
 
 
Total commercial1
 31
 603
 635
 67
 0.85
 31
Consumer:             
Real estate 1-4 family first mortgage48
 15
 272
 335
 2
 2.62
 41
Real estate 1-4 family junior lien mortgage3
 23
 20
 46
 4
 3.97
 26
Credit card
 74
 
 74
 
 12.00
 74
Automobile1
 4
 20
 25
 12
 5.53
 4
Other revolving credit and installment
 11
 1
 12
 
 7.72
 12
Trial modifications (6)
 
 (10) (10) 
 
 
Total consumer52
 127
 303
 482
 18
 7.68
 157
Total$53
 158
 906
 1,117
 85
 6.56% $188
Quarter ended September 30, 2016             
Commercial:             
Commercial and industrial$
 10
 1,032
 1,042
 61
 1.28% $10
Real estate mortgage
 28
 168
 196
 1
 0.99
 29
Real estate construction
 12
 
 12
 
 0.80
 12
Lease financing
 
 4
 4
 
 
 
Total commercial
 50
 1,204
 1,254
 62
 1.01
 51
Consumer:             
Real estate 1-4 family first mortgage84
 79
 330
 493
 11
 2.56
 138
Real estate 1-4 family junior lien mortgage5
 25
 22
 52
 9
 3.08
 29
Credit card
 46
 
 46
 
 12.13
 46
Automobile1
 4
 15
 20
 11
 6.42
 4
Other revolving credit and installment
 9
 3
 12
 
 6.86
 9
Trial modifications (6)
 
 15
 15
 
 
 
Total consumer90
 163
 385
 638
 31
 4.82
 226
Total$90
 213
 1,589
 1,892
 93
 4.13% $277
Note 5: Loans and Allowance for Credit Losses (continued)

Primary modification type (1)  Financial effects of modifications Primary modification type (1)  Financial effects of modifications 
(in millions)Principal (2)
 
Interest
rate
reduction

 
Other
concessions (3)

 Total
 
Charge-
offs (4)

 
Weighted
average
interest
rate
reduction

 
Recorded
investment
related to
interest rate
reduction (5)

Principal (2)
 
Interest
rate
reduction

 
Other
concessions (3)

 Total
 
Charge-
offs (4)

 
Weighted
average
interest
rate
reduction

 
Recorded
investment
related to
interest rate
reduction (5)

Nine months ended September 30, 2017             
Quarter ended June 30, 2019             
Commercial:                          
Commercial and industrial$17
 38
 2,323
 2,378
 154
 0.61% $37
$
 34
 180
 214
 26
 0.34% $34
Real estate mortgage5
 51
 416
 472
 20
 1.31
 52

 24
 95
 119
 
 0.49
 24
Real estate construction
 1
 24
 25
 
 0.90
 1
13
 
 13
 26
 
 
 
Lease financing
 
 37
 37
 
 
 

 
 
 
 
 
 
Total commercial22
 90
 2,800
 2,912
 174
 1.02
 90
13
 58
 288
 359
 26
 0.40
 58
Consumer:                          
Real estate 1-4 family first mortgage196
 132
 797
 1,125
 14
 2.59
 227
28
 2
 181
 211
 
 1.83
 19
Real estate 1-4 family junior lien mortgage23
 70
 64
 157
 13
 3.26
 80
1
 11
 21
 33
 1
 2.39
 11
Credit card
 188
 
 188
 
 12.21
 188

 89
 
 89
 
 13.35
 89
Automobile2
 11
 52
 65
 30
 5.92
 11
2
 3
 14
 19
 8
 4.13
 3
Other revolving credit and installment
 38
 5
 43
 1
 7.41
 38

 12
 1
 13
 
 7.67
 12
Trial modifications (6)
 
 (54) (54) 
 
 

 
 5
 5
 
 
 
Total consumer221
 439
 864
 1,524
 58
 6.41
 544
31
 117
 222
 370
 9
 10.06
 134
Total$243
 529
 3,664
 4,436
 232
 5.64% $634
$44
 175
 510
 729
 35
 7.17% $192
Nine months ended September 30, 2016             
Quarter ended June 30, 2018             
Commercial:                          
Commercial and industrial$42
 123
 2,361
 2,526
 304
 1.95% $123
$3
 5
 449
 457
 14
 0.58% $5
Real estate mortgage
 81
 462
 543
 1
 1.14
 81

 11
 121
 132
 
 0.67
 11
Real estate construction
 26
 62
 88
 
 0.94
 26

 
 1
 1
 
 
 
Lease financing
 
 8
 8
 
 
 

 
 
 
 
 
 
Total commercial42
 230
 2,893
 3,165
 305
 1.55
 230
3
 16
 571
 590
 14
 0.64
 16
Consumer:                          
Real estate 1-4 family first mortgage272
 222
 1,094
 1,588
 36
 2.66
 395
64
 8
 286
 358
 2
 2.26
 31
Real estate 1-4 family junior lien mortgage17
 81
 82
 180
 30
 3.03
 96
2
 12
 30
 44
 2
 1.66
 13
Credit card
 131
 
 131
 
 12.02
 131

 83
 
 83
 
 13.19
 83
Automobile2
 11
 44
 57
 27
 6.45
 11
2
 4
 11
 17
 5
 6.49
 4
Other revolving credit and installment
 25
 8
 33
 1
 6.64
 25

 10
 2
 12
 
 7.95
 10
Trial modifications (6)
 
 47
 47
 
 
 

 
 17
 17
 
 
 
Total consumer291
 470
 1,275
 2,036
 94
 4.80
 658
68
 117
 346
 531
 9
 9.17
 141
Total$333
 700
 4,168
 5,201
 399
 3.96% $888
$71
 133
 917
 1,121
 23
 8.30% $157





 Primary modification type (1)  Financial effects of modifications 
(in millions)Principal (2)
 
Interest
rate
reduction

 
Other
concessions (3)

 Total
 
Charge-
offs (4)

 
Weighted
average
interest
rate
reduction

 
Recorded
investment
related to
interest rate
reduction (5)

Six months ended June 30, 2019             
Commercial:             
Commercial and industrial$
 45
 734
 779
 39
 0.42% $45
Real estate mortgage
 26
 168
 194
 
 0.54
 26
Real estate construction13
 
 16
 29
 
 
 
Lease financing
 
 
 
 
 
 
Total commercial13
 71
 918
 1,002
 39
 0.47
 71
Consumer:             
Real estate 1-4 family first mortgage63
 5
 475
 543
 1
 1.89
 38
Real estate 1-4 family junior lien mortgage3
 22
 46
 71
 2
 2.34
 23
Credit card
 186
 
 186
 
 13.27
 186
Automobile4
 4
 26
 34
 14
 4.55
 4
Other revolving credit and installment
 23
 4
 27
 
 7.63
 23
Trial modifications (6)
 
 5
 5
 
 
 
Total consumer70
 240
 556
 866
 17
 10.17
 274
Total$83
 311
 1,474
 1,868
 56
 8.18% $345
Six months ended June 30, 2018             
Commercial:             
Commercial and industrial$3
 14
 937
 954
 20
 0.88% $14
Real estate mortgage
 17
 219
 236
 
 0.89
 17
Real estate construction
 
 4
 4
 
 
 
Lease financing
 
 39
 39
 
 
 
Total commercial3
 31
 1,199
 1,233
 20
 0.88
 31
Consumer:             
Real estate 1-4 family first mortgage110
 18
 592
 720
 3
 2.33
 66
Real estate 1-4 family junior lien mortgage3
 20
 58
 81
 3
 1.89
 22
Credit card
 169
 
 169
 
 12.24
 169
Automobile3
 8
 25
 36
 14
 6.48
 8
Other revolving credit and installment
 25
 4
 29
 
 7.95
 25
Trial modifications (6)
 
 32
 32
 
 
 
Total consumer116
 240
 711
 1,067
 20
 8.67
 290
Total$119
 271
 1,910
 2,300
 40
 7.92% $321
(1)
Amounts represent the recorded investment in loans after recognizing the effects of the TDR, if any. TDRs may have multiple types of concessions, but are presented only once in the first modification type based on the order presented in the table above. The reported amounts include loans remodified of $394$323 million and $484$381 million for the quarters ended SeptemberJune 30, 20172019 and 2016,2018, respectively, and $1.7 billion$683 million and $1.1 billion,$884 million for the first nine monthshalf of 20172019 and 2016,2018, respectively.
(2)Principal modifications include principal forgiveness at the time of the modification, contingent principal forgiveness granted over the life of the loan based on borrower performance, and principal that has been legally separated and deferred to the end of the loan, with a zero percent contractual interest rate.
(3)Other concessions include loans discharged in bankruptcy, loan renewals, term extensions and other interest and noninterest adjustments, but exclude modifications that also forgive principal and/or reduce the contractual interest rate.
(4)
Charge-offs include write-downs of the investment in the loan in the period it is contractually modified. The amount of charge-off will differ from the modification terms if the loan has been charged down prior to the modification based on our policies. In addition, there may be cases where we have a charge-off/down with no legal principal modification. Modifications resulted in legally forgiving principal (actual, contingent or deferred) of $4$3 million and $16$14 million for the quarters ended SeptemberJune 30,, 2017 2019 and 2016,2018, and $23$6 million and $54$17 million for the first nine monthshalf of 20172019 and 2016,2018, respectively.
(5)Reflects the effect of reduced interest rates on loans with an interest rate concession as one of theirits concession types, which includes loans reported as a principal primary modification type that also have an interest rate concession.
(6)Trial modifications are granted a delay in payments due under the original terms during the trial payment period. However, these loans continue to advance through delinquency status and accrue interest according to their original terms. Any subsequent permanent modification generally includes interest rate related concessions; however, the exact concession type and resulting financial effect are usually not known until the loan is permanently modified. Trial modifications for the period are presented net of previously reported trial modifications that became permanent in the current period.

Note 6: Loans and Allowance for Credit Losses (continued)

Table 5.186.18 summarizes permanent modification TDRs that have defaulted in the current period within 12 months of their permanent modification date. We are reporting these defaulted TDRs based on a payment default definition of 90 days past due for the commercial portfolio segment and 60 days past due for the consumer portfolio segment.
 




Table 5.18:6.18:Defaulted TDRs
 Recorded investment of defaults 
 Quarter ended June 30,  Six months ended June 30, 
(in millions)2019
 2018
 2019
 2018
Commercial:       
Commercial and industrial$25
 7
 48
 93
Real estate mortgage5
 14
 33
 40
Real estate construction
 16
 3
 16
Total commercial30
 37
 84
 149
Consumer:       
Real estate 1-4 family first mortgage13
 15
 24
 33
Real estate 1-4 family junior lien mortgage4
 2
 9
 7
Credit card21
 24
 42
 37
Automobile4
 4
 7
 7
Other revolving credit and installment1
 1
 3
 2
Total consumer43
 46
 85
 86
Total$73
 83
 169
 235
 Recorded investment of defaults 
 Quarter ended September 30,  Nine months ended September 30, 
(in millions)2017
 2016
 2017
 2016
Commercial:       
Commercial and industrial$14
 39
 106
 84
Real estate mortgage16
 7
 47
 58
Real estate construction4
 
 4
 3
Total commercial34
 46
 157
 145
Consumer:       
Real estate 1-4 family first mortgage32
 36
 83
 97
Real estate 1-4 family junior lien mortgage5
 6
 14
 15
Credit card20
 15
 52
 41
Automobile4
 4
 11
 10
Other revolving credit and installment1
 
 3
 2
Total consumer62
 61
 163
 165
Total$96
 107
 320
 310



Purchased Credit-Impaired Loans
Substantially all of our PCI loans were acquired from Wachovia on December 31, 2008, at which time we acquired commercial and consumer loans with a carrying value of $18.7 billion and $40.1 billion, respectively. The unpaid principal balance on December 31, 2008 was $98.2 billion for the total of commercial and consumer PCI loans. Table 5.196.19 presents PCI loans net of any remaining purchase accounting adjustments. Real estate 1-4 family first mortgage PCI loans are predominantly Pick-a-Pay loans.
Table 5.19:6.19:PCI Loans
(in millions)Jun 30,
2019

 Dec 31,
2018

Total commercial$
 4
Consumer:   
Real estate 1-4 family first mortgage1,159
 4,988
Real estate 1-4 family junior lien mortgage15
 17
Total consumer1,174
 5,005
Total PCI loans (carrying value)$1,174
 5,009
Total PCI loans (unpaid principal balance)$1,952
 7,348
(in millions)Sep 30,
2017

 Dec 31,
2016

Commercial:   
Commercial and industrial$116
 237
Real estate mortgage108
 383
Real estate construction10
 57
Total commercial234
 677
Consumer:   
Real estate 1-4 family first mortgage13,301
 16,018
Real estate 1-4 family junior lien mortgage29
 36
Total consumer13,330
 16,054
Total PCI loans (carrying value)$13,564
 16,731
Total PCI loans (unpaid principal balance)$20,023
 24,136



Note 5: Loans and Allowance for Credit Losses (continued)


ACCRETABLE YIELDThe excess of cash flows expected to be collected over the carrying value of PCI loans is referred to as the accretable yield and is recognized in interest income using an effective yield method over the remaining life of the loan, or pools of loans. The accretable yield is affected by:
changes in interest rate indices for variable rate PCI loans – expected future cash flows are based on the variable rates in effect at the time of the regular evaluations of cash flows expected to be collected;
changes in prepayment assumptions – prepayments affect the estimated life of PCI loans which may change the amount of interest income, and possibly principal, expected to be collected; and
changes in the expected principal and interest payments over the estimated weighted-average life – updates to expected cash flows are driven by the credit outlook and actions taken
with borrowers. Changes in expected future cash flows from loan modifications are included in the regular evaluations of cash flows expected to be collected.
The change in the accretable yield related to PCI loans since the merger with Wachovia is presented in Table 5.20. Changes during the first nine months of 2017 reflect an expectation, as a result of our quarterly evaluation of PCI cash flows, that prepayment of modified Pick-a-Pay loans will increase over their estimated weighted-average life and that expected loss has decreased as a result of reduced loan to value ratios and sustained higher housing prices in addition to improved cash flow timing. Changes during the first nine months of 2017 also reflect a $309 million gain on the sale of $569 million Pick-a-Pay PCI loans in second quarter 2017.
Table 5.20:Change in Accretable Yield
(in millions)Quarter
ended
Sep 30,
2017

 Nine months ended
Sep 30,
2017

 2009-2016
Balance, beginning of period$9,369
 11,216
 10,447
Change in accretable yield due to acquisitions
 2
 159
Accretion into interest income (1)(340) (1,071) (15,577)
Accretion into noninterest income due to sales (2)
 (334) (467)
Reclassification from nonaccretable difference for loans with improving credit-related cash flows 234
 640
 10,955
Changes in expected cash flows that do not affect nonaccretable difference (3)(20) (1,210) 5,699
Balance, end of period $9,243
 9,243
 11,216
(1)Includes accretable yield released as a result of settlements with borrowers, which is included in interest income.
(2)Includes accretable yield released as a result of sales to third parties, which is included in noninterest income.
(3)Represents changes in cash flows expected to be collected due to the impact of modifications, changes in prepayment assumptions, changes in interest rates on variable rate PCI loans and sales to third parties.

COMMERCIAL PCI CREDIT QUALITY INDICATORSTable 5.21 provides a breakdown of commercial PCI loans by risk category.
Table 5.21:Commercial PCI Loans by Risk Category
(in millions)
Commercial
and
industrial

 
Real
estate
mortgage

 
Real
estate
construction

 Total
September 30, 2017       
By risk category:       
Pass$18
 81
 4
 103
Criticized98
 27
 6
 131
Total commercial PCI loans$116
 108
 10
 234
December 31, 2016       
By risk category:       
Pass$92
 263
 47
 402
Criticized145
 120
 10
 275
Total commercial PCI loans$237
 383
 57
 677


Table 5.22 provides past due information for commercial PCI loans.
Table 5.22:Commercial PCI Loans by Delinquency Status
(in millions)
Commercial
and
industrial

 
Real
estate
mortgage

 
Real
estate
construction

 Total
September 30, 2017       
By delinquency status:       
Current-29 DPD and still accruing$114
 87
 10
 211
30-89 DPD and still accruing2
 
 
 2
90+ DPD and still accruing
 21
 
 21
Total commercial PCI loans$116
 108
 10
 234
December 31, 2016       
By delinquency status:       
Current-29 DPD and still accruing$235
 353
 48
 636
30-89 DPD and still accruing2
 10
 
 12
90+ DPD and still accruing
 20
 9
 29
Total commercial PCI loans$237
 383
 57
 677
CONSUMER PCI CREDIT QUALITY INDICATORSOur consumer PCI loans were aggregated into several pools of loans at acquisition. Below, we have provided credit quality indicators based on the unpaid principal balance (adjusted for write-downs) of the individual loans included in the pool, but we have not
allocated the remaining purchase accounting adjustments, which were established at a pool level. Table 5.23 provides the delinquency status of consumer PCI loans.
Table 5.23:Consumer PCI Loans by Delinquency Status -
  September 30, 2017  December 31, 2016 
(in millions)
Real estate
1-4 family
first
mortgage

 
Real estate
1-4 family
junior lien
mortgage

 Total
 
Real estate
1-4 family
first
mortgage

 
Real estate
1-4 family
junior lien
mortgage

 Total
By delinquency status:           
 Current-29 DPD and still accruing$13,672
 149
 13,821
 16,095
 171
 16,266
30-59 DPD and still accruing1,410
 6
 1,416
 1,488
 7
 1,495
60-89 DPD and still accruing605
 3
 608
 668
 2
 670
90-119 DPD and still accruing257
 1
 258
 233
 2
 235
120-179 DPD and still accruing191
 1
 192
 238
 2
 240
180+ DPD and still accruing1,425
 5
 1,430
 2,081
 8
 2,089
Total consumer PCI loans (adjusted unpaid principal balance)$17,560
 165
 17,725
 20,803
 192
 20,995
Total consumer PCI loans (carrying value)$13,301
 29
 13,330
 16,018
 36
 16,054
Note 5: Loans and Allowance for Credit Losses (continued)

Table 5.24 provides FICO scores forconsumer PCI loans.

Table 5.24:Consumer PCI Loans by FICO
 September 30, 2017 (1)  December 31, 2016 
(in millions)
Real estate
1-4 family
first
mortgage

 
Real estate
1-4 family
junior lien
mortgage

 Total
 
Real estate
1-4 family
first
mortgage

 
Real estate
1-4 family
junior lien
mortgage

 Total
By FICO:           
< 600$4,175
 37
 4,212
 4,292
 46
 4,338
600-6392,153
 21
 2,174
 3,001
 26
 3,027
640-6792,496
 27
 2,523
 3,972
 35
 4,007
680-7192,359
 32
 2,391
 3,170
 37
 3,207
720-7591,840
 23
 1,863
 1,767
 24
 1,791
760-799957
 13
 970
 962
 15
 977
800+471
 7
 478
 254
 4
 258
No FICO available3,109
 5
 3,114
 3,385
 5
 3,390
Total consumer PCI loans (adjusted unpaid principal balance)$17,560
 165
 17,725
 20,803
 192
 20,995
Total consumer PCI loans (carrying value)$13,301
 29
 13,330
 16,018
 36
 16,054
(1)
September 30, 2017 amounts reflect updated FICO score version implemented in first quarter 2017.

Table 5.25 shows the distribution of consumer PCIloans by LTV for real estate 1-4 family first mortgages and byCLTV for real estate 1-4 family junior lien mortgages.
Table 5.25:Consumer PCI Loans by LTV/CLTV
 September 30, 2017  December 31, 2016 
(in millions)
Real estate
1-4 family
first
mortgage
by LTV

 
Real estate
1-4 family
junior lien
mortgage
by CLTV

 Total
 
Real estate
1-4 family
first
mortgage
by LTV

 
Real estate
1-4 family
junior lien
mortgage
by CLTV

 Total
By LTV/CLTV:           
0-60%$7,642
 41
 7,683
 7,513
 38
 7,551
60.01-80%7,079
 66
 7,145
 9,000
 76
 9,076
80.01-100%2,358
 42
 2,400
 3,458
 54
 3,512
100.01-120% (1)392
 12
 404
 669
 18
 687
> 120% (1)87
 3
 90
 161
 5
 166
No LTV/CLTV available2
 1
 3
 2
 1
 3
Total consumer PCI loans (adjusted unpaid principal balance)$17,560
 165
 17,725
 20,803
 192
 20,995
Total consumer PCI loans (carrying value)$13,301
 29
 13,330
 16,018
 36
 16,054
(1)Reflects total loan balances with LTV/CLTV amounts in excess of 100%. In the event of default, the loss content would generally be limited to only the amount in excess of 100% LTV/CLTV.



Note 6: Other Assets7: Leasing Activity
The information below provides a summary of our leasing activities as a lessor and lessee.

As a Lessor
Table 6.17.1 presents the composition of our leasing revenue and Table 7.2 provides the components of other assets.our investment in lease financing.

Table 6.1:Other Assets7.1:Leasing Revenue
(in millions)Sep 30,
2017

 Dec 31,
2016

Nonmarketable equity investments:   
Cost method:   
Federal bank stock$5,839
 6,407
Private equity1,428
 1,465
Auction rate securities400
 525
Total cost method7,667
 8,397
Equity method:   
LIHTC (1)9,884
 9,714
Private equity3,758
 3,635
Tax-advantaged renewable energy1,954
 2,054
New market tax credit and other291
 305
Total equity method15,887
 15,708
Fair value (2)4,523
 3,275
Total nonmarketable equity investments28,077
 27,380
Corporate/bank-owned life insurance19,479
 19,325
Accounts receivable (3)38,284
 31,056
Interest receivable5,579
 5,339
Core deposit intangibles981
 1,620
Customer relationship and other amortized intangibles918
 1,089
Foreclosed assets:   
Residential real estate:   
Government insured/guaranteed (3)137
 197
Non-government insured/guaranteed261
 378
Non-residential real estate308
 403
Operating lease assets9,672
 10,089
Due from customers on acceptances228
 196
Other12,352
 17,469
Total other assets$116,276
 114,541
(in millions)Quarter ended June 30, 2019
Six months ended June 30, 2019
Interest income on lease financing$224
447
Other lease revenues:  
Variable revenues on lease financing26
50
Fixed revenues on operating leases357
730
Variable revenues on operating leases14
32
Other lease-related revenues (1)27
55
Lease income424
867
Total leasing revenue$648
1,314
(1)Represents lowPredominantly includes net gains on disposition of assets leased under operating leases or lease financings.

Table 7.2:Investment in Lease Financing
(in millions)Jun 30, 2019
Lease receivables$17,735
Residual asset values4,244
Unearned income(2,655)
Lease financing$19,324


Our net investment in financing and sales-type leases includes $2.1 billion of leveraged leases at June 30, 2019.
As shown in Table 9.1, included in Note 9 (Other Assets), we had $8.7 billion in operating lease assets at June 30, 2019, which was net of $3.2 billion of accumulated depreciation. Depreciation expense for the lease assets was $219 million and $448 million in the second quarter and first half of 2019, respectively.
Table 7.3 presents future lease payments owed by our lessees.

Table 7.3:Maturities of Lease Receivables
 June 30, 2019 
(in millions)Direct financing and sales- type leases
Operating leases
Remainder of 2019$3,036
535
20205,167
880
20214,004
591
20222,127
407
20231,219
269
Thereafter2,182
605
Total lease receivables$17,735
3,287


As a Lessee
Substantially all of our leases are operating leases. Table 7.4 presents balances for our operating leases.

Table 7.4:Operating Lease Right of Use (ROU) Assets and Lease Liabilities
(in millions)Jun 30, 2019
ROU assets$4,776
Lease liabilities5,302


Table 7.5 provides the composition of our lease costs, which are predominantly included in net occupancy expense.

Table 7.5:Lease Costs
(in millions)Quarter ended June 30, 2019
Six months ended June 30, 2019
Fixed lease expense - operating leases$291
588
Variable lease expense80
153
Other (1)(9)(17)
Total lease costs$362
724
(1)Predominantly includes sublease rental income housing tax credit investments.and gains recognized from sale leaseback transactions.



Note 7: Leasing Activity (continued)

Tables 7.6 and 7.7 provide the future lease payments under operating leases as of December 31, 2018 and June 30, 2019, respectively. Table 7.7 also includes information on the remaining average lease term and discount rate.
Table 7.6:Lease Payments on Operating Leases Prior to Adoption of ASU 2016-02 - Leases
(in millions)December 31, 2018
2019$1,174
20201,056
2021880
2022713
2023577
Thereafter1,654
Total$6,054

Table 7.7:Lease Payments on Operating Leases Subsequent to Adoption of ASU 2016-02 - Leases
(in millions, except for weighted averages)June 30, 2019
Remainder of 2019$566
20201,127
2021947
2022792
2023654
Thereafter2,054
Total lease payments6,140
Less: imputed interest838
Total operating lease liabilities$5,302
Weighted average remaining lease term (in years)7.3
Weighted average discount rate3.2%


Our operating leases predominantly expire within the next 15 years, with the longest lease expiring in 2105. We do not include renewal or termination options in the establishment of the lease term when we are not reasonably certain that we will exercise them. As of June 30, 2019, we had additional operating leases commitments of $72 million, predominantly for real estate, which leases had not yet commenced. These leases will commence by 2020 and have lease terms of 1 year to 11 years.


Note 8: Equity Securities
Table 8.1 provides a summary of our equity securities by business purpose and accounting method, including equity securities with readily determinable fair values (marketable) and those without readily determinable fair values (nonmarketable).
Table 8.1: Equity Securities
 Jun 30,
 Dec 31,
(in millions)2019
 2018
Held for trading at fair value:   
Marketable equity securities$23,327
 19,449
Not held for trading:   
Fair value:   
Marketable equity securities (1)5,379
 4,513
Nonmarketable equity securities7,244
 5,594
Total equity securities at fair value12,623
 10,107
Equity method:   
Low-income housing tax credit investments11,162
 10,999
Private equity3,352
 3,832
Tax-advantaged renewable energy3,051
 3,073
New market tax credit and other294
 311
Total equity method17,859

18,215
Other:   
Federal Reserve Bank stock and other at cost (2)5,622
 5,643
Private equity (3)2,106
 1,734
Total equity securities not held for trading38,210
 35,699
Total equity securities$61,537
 55,148
(1)Includes $3.5 billion and $3.2 billion at June 30, 2019, and December 31, 2018, respectively, related to securities held as economic hedges of our deferred compensation plan obligations.
(2)Represents nonmarketable equityIncludes $5.6 billion and $5.6 billion at June 30, 2019 and December 31, 2018, respectively, related to investments for which we have elected the fair value option. See Note 13 (Fair Values of Assetsin Federal Reserve Bank and Liabilities) for additional information.Federal Home Loan Bank stock.
(3)
Certain government-guaranteed residential real estate mortgage loans upon foreclosure are included in Accounts receivable. Both principal and interest related to these foreclosed real estate assets are collectible becauseRepresents nonmarketable equity securities accounted for under the loans were predominantly insured by the FHA or guaranteed by the VA. For more information on the classification of certain government-guaranteed mortgage loans upon foreclosure, see Note 1 (Summary of Significant Accounting Policies) to Financial Statements in our 2016 10-K.
measurement alternative.



Equity Securities Held for Trading
Equity securities held for trading purposes are marketable equity securities traded on organized exchanges. These securities are held as part of our customer accommodation trading activities. For more information on these activities, see Note 4 (Trading Activities).

Equity Securities Not Held for Trading
We also hold equity securities unrelated to trading activities. These securities include private equity and tax credit investments, securities held as economic hedges or to meet regulatory requirements (for example, Federal Reserve Bank and Federal Home Loan Bank stock). Equity securities not held for trading purposes are accounted for at either fair value, equity method, cost or the measurement alternative.

 
Table 6.2 presents income (expense)FAIR VALUEMarketable equity securities held for purposes other than trading primarily consist of exchange-traded equity funds held to economically hedge obligations related to our deferred compensation plans and to a lesser extent other holdings of publicly traded equity securities held for investment purposes. We account for certain nonmarketable equity investments. securities under the fair value method, and substantially all of these securities are economically hedged with equity derivatives.
Table 6.2:Nonmarketable Equity Investments
EQUITY METHODOur equity method investments consist of tax credit and private equity investments, the majority of which are our low-income housing tax credit (LIHTC) investments.
 Quarter ended September 30,  Nine months ended September 30, 
(in millions)2017
 2016
 2017
 2016
Net realized gains from nonmarketable equity investments$132
 55
 506
 369
All other(184) (83) (424) (404)
Total$(52) (28) 82
 (35)
Low Income Housing Tax Credit Investments We invest in affordable housing projects that qualify for the low income housing tax credit (LIHTC),LIHTC, which isare designed to promote private development of low incomelow-income housing. These investments generate a return mostly through realization of federal tax credits.
Total LIHTC investments were $9.9 billioncredit and $9.7 billion at September 30, 2017 and December 31, 2016, respectively.other tax benefits. In the thirdsecond quarter and first nine monthshalf of 2017,2019, we recognized pre-tax losses of $227$298 million and $684$571 million, respectively, related to our LIHTC investments, compared with $199$287 million and $600$567 million, respectively, for the same periods a year ago. These losses were recognized in other noninterest income. We also recognized total tax benefits of $360$376 million and $1.1 billion$746 million in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, which included tax credits recorded into income taxes of $275$303 million and$796and $605 million for the same periods, respectively. In the thirdsecond quarter and first nine monthshalf of 2016,2018, total tax benefits were $308$352 million and $919$711 million, respectively, which included tax credits of $233$281 million and $693$571 million for the same periods, respectively. We are periodically required to provide additional financial support during the investment period. A liability is recognized for unfunded commitments that are both legally binding and probable of funding. These commitments are predominantly funded within three years of initial investment. Our liability for these unfunded commitments was $3.1$3.9 billion at SeptemberJune 30, 20172019, and $3.6 billion at December 31, 2016. Predominantly all of this2018. This liability is expected to be paid over the next three years. This liabilityfor unfunded commitments is included in long-term debt.


OTHERThe remaining portion of our nonmarketable equity securities portfolio consists of securities accounted for using the cost or measurement alternative method.
Note 8: Equity Securities (continued)

Realized Gains and Losses Not Held for Trading
Table 8.2 provides a summary of the net gains and losses from equity securities not held for trading. Gains and losses for securities held for trading are reported in net gains from trading activities.

Table 8.2:Net Gains (Losses) from Equity Securities Not Held for Trading
 Quarter ended June 30,  Six months ended June 30, 
(in millions)2019
 2018
 2019
 2018
Net gains (losses) from equity securities carried at fair value:       
Marketable equity securities$264
 28
 641
 36
Nonmarketable equity securities732
 594
 1,668
 703
Total equity securities carried at fair value996
 622
 2,309
 739
Net gains (losses) from nonmarketable equity securities not carried at fair value:       
Impairment write-downs(31) (237) (67) (257)
Net unrealized gains related to measurement alternative observable transactions146
 35
 331
 263
Net realized gains on sale169
 399
 406
 897
All other
 16
 
 34
Total nonmarketable equity securities not carried at fair value284
 213
 670
 937
Net losses from economic hedge derivatives (1)(658) (540) (1,543) (598)
Total net gains from equity securities$622
 295
 1,436
 1,078
(1)Includes net gains (losses) on derivatives not designated as hedging instruments.
Measurement Alternative
Table 8.3 provides additional information about the impairment write-downs and observable price adjustments related to
nonmarketable equity securities accounted for under the measurement alternative. Gains and losses related to these adjustments are also included in Table 8.2.
Table 8.3:Net Gains (Losses) from Measurement Alternative Equity Securities     
 Quarter ended June 30,  Six months ended June 30, 
(in millions)2019
 2018
 2019
 2018
Net gains (losses) recognized in earnings during the period:       
Gross unrealized gains due to observable price changes$157
 43
 342
 271
Gross unrealized losses due to observable price changes(11) (8) (11) (8)
Impairment write-downs(11) (5) (33) (12)
Realized net gains from sale102
 16
 125
 91
Total net gains recognized during the period$237
 46
 423
 342
Table 8.4 presents cumulative carrying value adjustments to nonmarketable equity securities accounted for under the measurement alternative that were still held as of the balance sheet date.

Table 8.4:Measurement Alternative Cumulative Gains (Losses)
 Jun 30,
 Dec 31,
(in millions)2019
 2018
Cumulative gains (losses):   
Gross unrealized gains due to observable price changes$733
 415
Gross unrealized losses due to observable price changes(36) (25)
Impairment write-downs(52) (33)



Note 9: Other Assets
Table 9.1 presents the components of other assets.
Table 9.1:Other Assets
(in millions)Jun 30,
2019

 Dec 31,
2018

Corporate/bank-owned life insurance$19,912
 19,751
Accounts receivable (1)26,213
 34,281
Interest receivable6,177
 6,084
Customer relationship and other amortized intangibles479
 545
Foreclosed assets:   
Residential real estate:   
Government insured/guaranteed68
 88
Non-government insured/guaranteed185
 229
Other124
 134
Operating lease assets (lessor)8,663
 9,036
Operating lease ROU assets (lessee) (2)4,776
 
Due from customers on acceptances272
 258
Other9,489
 9,444
Total other assets$76,358
 79,850
(1)Certain government-guaranteed residential real estate mortgage loans upon foreclosure are included in Accounts receivable. For more information, see Note 1 (Summary of Significant Accounting Policies) in our 2018 Form 10-K.
(2)We recognized operating lease right of use (ROU) assets effective January 1, 2019, in connection with the adoption of ASU 2016-02 – Leases. For more information, see Note 1 (Summary of Significant Accounting Policies).

Note 7:10: Securitizations and Variable Interest Entities (continued)


Note 7:10: Securitizations and Variable Interest Entities
Involvement with SPEsSpecial Purpose Entities (SPEs)
In the normal course of business, we enter into various types of on- and off-balance sheet transactions with SPEs, which are corporations, trusts, limited liability companies or partnerships that are established for a limited purpose. Generally, SPEs are formed in connection with securitization transactions and are considered variable interest entities (VIEs). For further description of our involvement with SPEs, see Note 89 (Securitizations and Variable Interest Entities) to Financial Statements in our 20162018 Form 10-K.
 
We have segregated our involvement with VIEs between those VIEs which we consolidate, those which we do not consolidate and those for which we account for the transfers of financial assets as secured borrowings. Secured borrowings are transactions involving transfers of our financial assets to third parties that are accounted for as financings with the assets pledged as collateral. Accordingly, the transferred assets remain recognized on our balance sheet. Subsequent tables within this Note further segregate these transactions by structure type.
Table 7.110.1 provides the classifications of assets and liabilities in our balance sheet for our transactions with VIEs.
Table 7.1:10.1:Balance Sheet Transactions with VIEs
(in millions)
VIEs that we
do not
consolidate

 
VIEs
that we
consolidate

Transfers that
we account
for as secured
borrowings
  Total
VIEs that we
do not
consolidate

 
VIEs
that we
consolidate

Transfers that
we account
for as secured
borrowings
  Total
September 30, 2017     
Cash$
 115
 
 115
Federal funds sold, securities purchased under resale agreements and other short-term investments
 402
 
 402
Trading assets1,150
 130
 201
 1,481
Investment securities (1)
4,944
 
 364
 5,308
June 30, 2019     
Cash and due from banks$
 11
 
 11
Interest-earning deposits with banks
 8
 
 8
Debt securities:       
Trading debt securities2,072
 60
 200
 2,332
Available-for-sale debt securities (1)1,879
 
 68
 1,947
Held-to-maturity debt securities560
 
 
 560
Loans4,491
 11,905
 508
 16,904
1,214
 13,602
 87
 14,903
Mortgage servicing rights13,340
 
 
 13,340
12,354
 
 
 12,354
Derivative assets80
 
 
 80
143
 
 
 143
Equity securities11,211
 121
 
 11,332
Other assets10,355
 352
 7
 10,714

 208
 2
 210
Total assets34,360
 12,904
 1,080
 48,344
29,433
 14,010
 357
 43,800
Short-term borrowings
 
 523
 523

 
 263
 263
Derivative liabilities101
 26
(2)
 127
1
 1
(2)
 2
Accrued expenses and other liabilities
240
 141
(2)32
 413
198
 201
(2)2
 401
Long-term debt
3,103
 2,103
(2)489
 5,695
3,857
 748
(2)85
 4,690
Total liabilities3,444
 2,270
 1,044
 6,758
4,056
 950
 350
 5,356
Noncontrolling interests
 119
 
 119

 41
 
 41
Net assets$30,916
 10,515
 36
 41,467
$25,377
 13,019
 7
 38,403
December 31, 2016       
Cash$
 168
 
 168
Federal funds sold, securities purchased under resale agreements and other short-term investments
 74
 
 74
Trading assets2,034
 130
 201
 2,365
Investment securities (1)8,530
 
 786
 9,316
December 31, 2018       
Cash and due from banks$
 139
 
 139
Interest-earning deposits with banks
 8
 
 8
Debt securities:       
Trading debt securities2,110
 45
 200
 2,355
Available-for-sale debt securities (1)2,686
 
 317
 3,003
Held-to-maturity debt securities510
 
 
 510
Loans6,698
 12,589
 138
 19,425
1,433
 13,564
 94
 15,091
Mortgage servicing rights13,386
 
 
 13,386
14,761
 
 
 14,761
Derivative assets91
 1
 
 92
53
 
 
 53
Equity securities11,041
 85
 
 11,126
Other assets10,281
 452
 11
 10,744

 221
 6
 227
Total assets41,020
 13,414
 1,136
 55,570
32,594
 14,062
 617
 47,273
Short-term borrowings
 
 905
 905

 
 493
 493
Derivative liabilities59
 33
(2)
 92
26
 
(2)
 26
Accrued expenses and other liabilities306
 107
(2)2
 415
231
 191
(2)8
 430
Long-term debt3,598
 3,694
(2)136
 7,428
3,870
 816
(2)93
 4,779
Total liabilities3,963
 3,834
 1,043
 8,840
4,127
 1,007
 594
 5,728
Noncontrolling interests
 138
 
 138

 34
 
 34
Net assets$37,057
 9,442
 93
 46,592
$28,467
 13,021
 23
 41,511
(1)Excludes certain debt securities related to loans serviced for the Federal National Mortgage Association (FNMA), Federal Home Loan Mortgage Corporation (FHLMC) and GNMA.
(2)
There were no VIE liabilities with recourse to the general credit of Wells Fargo for the periods presented.



Transactions with Unconsolidated VIEs
Our transactions with unconsolidated VIEs include securitizations of residential mortgage loans, CRE loans, student loans, automobile loans and leases, certain dealer floorplan loans; investment and financing activities involving collateralized debt obligations (CDOs) backed by asset-backed and CRE securities, tax credit structures, collateralized loan obligations (CLOs) backed by corporate loans, and other types of structured financing. We have various forms of involvement with VIEs, including servicing, holding senior or subordinated interests, entering into liquidity arrangements, credit default swaps and other derivative contracts. Involvements with these unconsolidated VIEs are recorded on our balance sheet in trading assets, investmentdebt and equity securities, loans, MSRs, derivative assets and liabilities, other assets, other liabilities, and long-term debt, as appropriate.
Table 7.210.2 provides a summary of unconsolidated VIEs with which we have significant continuing involvement, but we are not the primary beneficiary. We do not consider our continuing involvement in an unconsolidated VIE to be significant when it relates to third-party sponsored VIEs for which we were not the transferor (unless we are servicer and have other significant forms of involvement) or if we were the sponsor only or sponsor
 
and servicer but do not have any other forms of significant involvement.
Significant continuing involvement includes transactions where we were the sponsor or transferor and have other significant forms of involvement. Sponsorship includes transactions with unconsolidated VIEs where we solely or materially participated in the initial design or structuring of the entity or marketing of the transaction to investors. When we transfer assets to a VIE and account for the transfer as a sale, we are considered the transferor. We consider investments in securities (other than those held temporarily in trading), loans, guarantees, liquidity agreements, written options and servicing of collateral to be other forms of involvement that may be significant. We have excluded certain transactions with unconsolidated VIEs from the balances presented in the following table where we have determined that our continuing involvement is not significant due to the temporary nature and size of our variable interests, because we were not the transferor or because we were not involved in the design of the unconsolidated VIEs. We also exclude from the table secured borrowing transactions with unconsolidated VIEs (for information on these transactions, see the Transactions with Consolidated VIEs and Secured Borrowings section in this Note).
Table 7.2:10.2:Unconsolidated VIEs
  Carrying value – asset (liability)   Carrying value – asset (liability) 
(in millions)
Total
VIE
assets

 
Debt and
equity
interests (1)

 
Servicing
assets

 Derivatives
 
Other
commitments
and
guarantees

 
Net
assets

Total
VIE
assets

 
Debt and
equity
interests (1)

 
Servicing
assets

 Derivatives
 
Other
commitments
and
guarantees

 
Net
assets

September 30, 2017           
June 30, 2019           
Residential mortgage loan securitizations:                      
Conforming (2)$1,172,135
 2,056
 12,387
 
 (188) 14,255
$1,132,124
 2,367
 11,420
 
 (136) 13,651
Other/nonconforming15,226
 774
 85
 
 
 859
9,438
 37
 57
 
 
 94
Commercial mortgage securitizations142,525
 2,535
 868
 70
 (33) 3,440
154,690
 2,041
 877
 85
 (42) 2,961
Collateralized debt obligations:                      
Debt securities1,074
 
 
 5
 (20) (15)637
 
 
 4
 (20) (16)
Loans (3)1,494
 1,457
 
 
 
 1,457
Asset-based finance structures3,569
 2,666
 
 
 
 2,666
244
 143
 
 
 
 143
Tax credit structures29,295
 10,820
 
 
 (3,103) 7,717
36,888
 12,232
 
 
 (3,857) 8,375
Collateralized loan obligations18
 4
 
 
 
 4
176
 1
 
 
 
 1
Investment funds216
 51
 
 
 
 51
210
 49
 
 
 
 49
Other (4)2,521
 577
 
 (95) 
 482
Other (3)1,508
 66
 
 53
 
 119
Total$1,368,073
 20,940
 13,340
 (20) (3,344) 30,916
$1,335,915
 16,936
 12,354
 142
 (4,055) 25,377
  Maximum exposure to loss   Maximum exposure to loss 
  
Debt and
equity
interests (1)

 
Servicing
assets

 Derivatives
 
Other
commitments
and
guarantees

 
Total
exposure

  
Debt and
equity
interests (1)

 
Servicing
assets

 Derivatives
 
Other
commitments
and
guarantees

 
Total
exposure

Residential mortgage loan securitizations:                      
Conforming  $2,056
 12,387
 
 976
 15,419
  $2,367
 11,420
 
 902
 14,689
Other/nonconforming  774
 85
 
 
 859
  37
 57
 
 
 94
Commercial mortgage securitizations  2,535
 868
 73
 9,901
 13,377
  2,041
 877
 85
 12,007
 15,010
Collateralized debt obligations:                      
Debt securities  
 
 5
 20
 25
  
 
 4
 20
 24
Loans (3)  1,457
 
 
 
 1,457
Asset-based finance structures  2,666
 
 
 71
 2,737
  143
 
 
 71
 214
Tax credit structures  10,820
 
 
 947
 11,767
  12,232
 
 
 1,373
 13,605
Collateralized loan obligations  4
 
 
 
 4
  1
 
 
 
 1
Investment funds  51
 
 
 
 51
  49
 
 
 
 49
Other (4)  577
 
 120
 157
 854
Other (3)  66
 
 54
 159
 279
Total  $20,940
 13,340
 198
 12,072
 46,550
  $16,936
 12,354
 143
 14,532
 43,965
(continued on following page)
Note 7:10: Securitizations and Variable Interest Entities (continued)


(continued from previous page)
  Carrying value – asset (liability)   Carrying value – asset (liability) 
(in millions)
Total
VIE
assets

 
Debt and
equity
interests (1)

 
Servicing
assets

 Derivatives
 
Other
commitments
and
guarantees

 
Net
assets

Total
VIE
assets

 
Debt and
equity
interests (1)

 
Servicing
assets

 Derivatives
 
Other
commitments
and
guarantees

 
Net
assets

December 31, 2016           
December 31, 2018           
Residential mortgage loan securitizations:                      
Conforming (2)$1,166,296
 3,026
 12,434
 
 (232) 15,228
$1,172,833
 2,377
 13,811
 
 (171) 16,017
Other/nonconforming18,805
 873
 109
 
 (2) 980
10,596
 453
 57
 
 
 510
Commercial mortgage securitizations166,596
 4,258
 843
 87
 (35) 5,153
153,350
 2,409
 893
 (22) (40) 3,240
Collateralized debt obligations:                      
Debt securities1,472
 
 
 
 (25) (25)659
 
 
 5
 (20) (15)
Loans (3)1,545
 1,507
 
 
 
 1,507
Asset-based finance structures9,152
 6,522
 
 
 
 6,522
304
 205
 
 
 
 205
Tax credit structures29,713
 10,669
 
 
 (3,609) 7,060
35,185
 12,087
 
 
 (3,870) 8,217
Collateralized loan obligations78
 10
 
 
 
 10
2
 
 
 
 
 
Investment funds214
 48
 
 
 
 48
185
 42
 
 
 
 42
Other (4)1,733
 630
 
 (56) 
 574
Other (3)1,688
 207
 
 44
 
 251
Total$1,395,604
 27,543
 13,386
 31
 (3,903) 37,057
$1,374,802
 17,780
 14,761
 27
 (4,101) 28,467
  Maximum exposure to loss   Maximum exposure to loss 
  
Debt and
equity
interests (1)

 
Servicing
assets

 Derivatives
 
Other
commitments
and
guarantees

 
Total
exposure

  
Debt and
equity
interests (1)

 
Servicing
assets

 Derivatives
 
Other
commitments
and
guarantees

 
Total
exposure

Residential mortgage loan securitizations:                      
Conforming  $3,026
 12,434
 
 979
 16,439
  $2,377
 13,811
 
 1,183
 17,371
Other/nonconforming  873
 109
 
 2
 984
  453
 57
 
 
 510
Commercial mortgage securitizations  4,258
 843
 94
 9,566
 14,761
  2,409
 893
 28
 11,563
 14,893
Collateralized debt obligations:                      
Debt securities  
 
 
 25
 25
  
 
 5
 20
 25
Loans (3)  1,507
 
 
 
 1,507
Asset-based finance structures  6,522
 
 
 72
 6,594
  205
 
 
 71
 276
Tax credit structures  10,669
 
 
 1,104
 11,773
  12,087
 
 
 1,420
 13,507
Collateralized loan obligations  10
 
 
 
 10
  
 
 
 
 
Investment funds  48
 
 
 
 48
  42
 
 
 
 42
Other (4)  630
 
 93
 
 723
Other (3)  207
 
 45
 158
 410
Total  $27,543
 13,386
 187
 11,748
 52,864
  $17,780
 14,761
 78
 14,415
 47,034
(1)
Includes total equity interests of $10.4$11.2 billion and $10.3$11.0 billion at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively. Also includes debt interests in the form of both loans and securities. Excludes certain debt securities held related to loans serviced for FNMA, FHLMC and GNMA.
(2)
Excludes assets and related liabilities with a recorded carrying value on our balance sheet of $1.3$551 million and $1.2 billion at June 30, 2019, and $1.2 billion at September 30, 2017, and December 31, 2016,2018, respectively, for certain delinquent loans that are eligible for repurchase from GNMA loan securitizations. The recorded carrying value represents the amount that would be payable if the Company was to exercise the repurchase option. The carrying amounts are excluded from the table because the loans eligible for repurchase do not represent interests in the VIEs.
(3)
Represents senior loans to trusts that are collateralized by asset-backed securities. The trusts invest in senior tranches from a diversified pool of U.S. asset securitizations, of which all are current and 100% were rated as investment grade by the primary rating agencies at both September 30, 2017, and December 31, 2016. These senior loans are accounted for at amortized cost and are subject to the Company’s allowance and credit charge-off policies.
(4)Includes structured financing and credit-linked note structures. Also contains investments in auction rate securities (ARS) issued by VIEs that we do not sponsor and, accordingly, are unable to obtain the total assets of the entity.


In Table 7.2,10.2, “Total VIE assets”assets�� represents the remaining principal balance of assets held by unconsolidated VIEs using the most current information available. For VIEs that obtain exposure to assets synthetically through derivative instruments, the remaining notional amount of the derivative is included in the asset balance. “Carrying value” is the amount in our consolidated balance sheet related to our involvement with the unconsolidated VIEs. “Maximum exposure to loss” from our involvement with off-balance sheet entities, which is a required disclosure under GAAP, is determined as the carrying value of our involvement with off-balance sheet (unconsolidated) VIEs plus the remaining undrawn liquidity and lending commitments, the notional amount of net written derivative contracts, and generally the notional amount of, or stressed loss estimate for, other commitments and guarantees. It represents estimated loss that would be incurred under severe, hypothetical circumstances, for which we believe the possibility is extremely remote, such as where the value of our interests and any associated collateral declines to zero, without any consideration of recovery or offset from any economic hedges. Accordingly, this required disclosure is not an indication of expected loss.
For complete descriptions of our types of transactions with unconsolidated VIEs with which we have a significant continuing involvement, but we are not the primary beneficiary, see Note 8
(Securitizations9 (Securitizations and Variable Interest Entities) to Financial Statements in our 20162018 Form 10-K.


INVESTMENT FUNDS Subsequent to adopting ASU 2015-02 (Amendments to the Consolidation Analysis) in first quarter 2016, we do not consolidate these investment funds because we do not hold variable interests that are considered significant to the funds.
We voluntarily waived a portion of our management fees for certain money market funds that are
exempt from the consolidation analysis to ensure the funds maintained a minimum level of daily net investment income. The amount of fees waived in the thirdsecond quarter and first nine monthshalf of 20172019 was $12$10 million and $3920 million, respectively, compared with $28$12 million and $84$25 million, respectively, in the same periods of 2016.2018.


OTHER TRANSACTIONS WITH VIEs  Other VIEs include certain entities that issue auction rate securities (ARS) which are debt instruments with long-term maturities, that re-price more frequently, and preferred equities with no maturity. At September 30, 2017, we held $400 million of ARS issued by VIEs compared with $453 million at December 31, 2016. We acquired the ARS pursuant to agreements entered into in 2008 and 2009.

We do not consolidate the VIEs that issued the ARS because we do not have power over the activities of the VIEs.

TRUST PREFERRED SECURITIESVIEs that we wholly own issue debt securities or preferred equity to third party investors. All of the proceeds of the issuance are invested in debt securities or preferred equity that we issue to the VIEs. The VIEs’ operations and cash flows relate only to the issuance, administration and repayment of the securities held by third parties. We do not consolidate these VIEs because the sole assets of the VIEs are receivables from us, even though we own all of the voting equity shares of the VIEs, have fully guaranteed the obligations of the VIEs and may have the right to redeem the third party securities under certain circumstances. In our consolidated balance sheet at September 30, 2017, and December 31, 2016, we reported the debt securities issued to the VIEs as long-term junior subordinated debt with a carrying value of $2.1 billion and $2.0 billion at June 30, 2019 and $2.1 billion,December 31, 2018, respectively, and the preferred equity securities issued to the VIEs as preferred stock with a carrying value of $2.5 billion at both dates. These amountsVIEs are in addition to the involvements in these VIEsnot included in the preceding table.

In the first nine months of 2017, we redeemed $150 million of trust preferred securities which were partially included in Tier 2 capital (50% credit in 2017) in the transitional framework and were not included under the fully-phased framework under the Basel III standards.
Loan Sales and Securitization Activity
We periodically transfer consumer and CRE loans and other types of financial assets in securitization and whole loan sale

transactions. We typically retain the servicing rights from these sales and may continue to hold other beneficial interests in the transferred financial assets. We may also provide liquidity to investors in the beneficial interests and credit enhancements in the form of standby letters of credit. Through these transfers we may be exposed to liability under limited amounts of recourse as
well as standard representations and warranties we make to purchasers and issuers. Table 7.310.3 presents the cash flows for our transfers accounted for as sales.sales in which we have continuing involvement with the transferred financial assets.
Table 7.3:10.3:Cash Flows From Sales and Securitization Activity
2017  2016 Mortgage loans 
(in millions)
Mortgage
loans

 
Other
financial
assets

 
Mortgage
loans

 
Other
financial
assets

2019
 2018
Quarter ended September 30,  
   
   
   
Quarter ended June 30,   
Proceeds from securitizations and whole loan sales$61,756
 
 66,830
 53
$39,697
 51,990
Fees from servicing rights retained826
 
 891
 
786
 830
Cash flows from other interests held (1)408
 
 930
 
133
 168
Repurchases of assets/loss reimbursements (2):          
Non-agency securitizations and whole loan transactions5
 
 4
 
1
 1
Agency securitizations (3)20
 
 22
 
27
 19
Servicing advances, net of repayments(90) 
 (52) 
(54) (7)
Nine months ended September 30,       
Six months ended June 30,   
Proceeds from securitizations and whole loan sales$172,837
 25
 178,301
 186
$76,204
 102,577
Fees from servicing rights retained2,520
 
 2,636
 
1,566
 1,675
Cash flows from other interests held (1)1,883
 
 1,964
 1
244
 353
Repurchases of assets/loss reimbursements (2):          
Non-agency securitizations and whole loan transactions12
 
 22
 
1
 2
Agency securitizations (3)66
 
 104
 
44
 52
Servicing advances, net of repayments(252) 
 (159) 
(93) (43)
(1)Cash flows from other interests held include principal and interest payments received on retained bonds and excess cash flows received on interest-only strips. We also received $1 million in both the second quarter and first half of 2018 related to other financial assets.
(2)Consists of cash paid to repurchase loans from investors and cash paid to investors to reimburse them for losses on individual loans that are already liquidated.
(3)
Represent loans repurchased from GNMA, FNMA, and FHLMC under representation and warranty provisions included in our loan sales contracts. ThirdSecond quarter and first nine monthshalf of 20172019 exclude $2.1$1.3 billion and $6.0$3.2 billion,, respectively, in delinquent insured/guaranteed loans that we service and have exercised our option to purchase out of GNMA pools, compared with $2.4$1.8 billion and $7.3$4.7 billion,, respectively, in the same periods of 2016.2018. These loans are predominantly insured by the FHA or guaranteed by the VA.


In the thirdsecond quarter and first nine monthshalf of 2017,2019, we recognized net gains of $91$119 million and $616180 million, respectively, from transfers accounted for as sales of financial assets, in which we have continuing involvement with the transferred assets, compared with $141$54 million and $436$112 million, respectively, in the same periods of 2016.2018. Net gains recognized in the second quarter and first half of 2018 were revised from the amounts previously reported to exclude transfers for which we do not have continuing involvement. These net gains largelypredominantly relate to commercial mortgage securitizations, and residential mortgage securitizations where the loans were not already carried at fair value.
Sales with continuing involvement during the thirdsecond quarter and first nine monthshalf of 20172019 and 20162018 largely related to securitizations of residential mortgages that are sold to the government-sponsored entities (GSEs), including FNMA, FHLMC and GNMA (conforming residential mortgage
securitizations). During the thirdsecond quarter and first nine monthshalf of 2017,2019, we transferred $57.8$36.7 billion and $163.0$70.8 billion, respectively, in fair value of residential mortgages to unconsolidated VIEs and third-party investors and recorded the transfers as sales, compared with $63.3$47.7 billion and $165.6$95.0 billion, respectively, in the same periods of 2016.2018. Substantially all of these transfers did not result in a gain or loss because the loans were already carried at fair value. In connection with all of these transfers, in the first nine monthshalf of 2017,2019, we recorded a $1.5 billion$707 million servicing asset, measured at fair value using a Level 3 measurement technique, securities of $2.2$3.4 billion, classified as Level 2, and a $20$8 million liability for repurchase losses which reflects management’s estimate of probable losses related to
Note 7: Securitizations and Variable Interest Entities (continued)

various representations and warranties for the loans
transferred, initially measured at fair value. In the first nine monthshalf of 2016,2018, we recorded a $1.3 billion$988 million servicing asset, securities of $3.0$1.8 billion, and a $26$7 million liability.
Table 7.410.4 presents the key weighted-average assumptions we used to measure residential mortgage servicing rights at the date of securitization.

Table 7.4:10.4:Residential Mortgage Servicing Rights
Residential mortgage
servicing rights
 
Residential mortgage
servicing rights
 
2017
 2016
2019
 2018
Quarter ended September 30,  
   
Quarter ended June 30,   
Prepayment speed (1)12.1% 12.4
13.5% 10.7
Discount rate6.9
 6.2
7.5
 7.4
Cost to service ($ per loan) (2)$122
 124
$121
 146
Nine months ended September 30,   
Six months ended June 30,   
Prepayment speed (1)11.7% 12.5
13.5% 10.1
Discount rate6.9
 6.5
7.7
 7.4
Cost to service ($ per loan) (2)$135
 136
$109
 132
(1)The prepayment speed assumption for residential mortgage servicing rights includes a blend of prepayment speeds and default rates. Prepayment speed assumptions are influenced by mortgage interest rate inputs as well as our estimation of drivers of borrower behavior.
(2)Includes costs to service and unreimbursed foreclosure costs, which can vary period to period depending on the mix of modified government-guaranteed loans sold to GNMA.
During the thirdsecond quarter and first nine monthshalf of 2017,2019, we transferred $4.6$3.4 billion and $11.2$6.1 billion, respectively, in carrying value of commercial mortgages to unconsolidated VIEs and third-party investors and recorded the transfers as sales, compared
Note 10: Securitizations and Variable Interest Entities (continued)

with $4.0$4.4 billion and $13.9$7.5 billion, respectively, in the same periods of 2016.2018. These transfers resulted in gains of $89$74 million and $265$121 million in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, because the loans were carried at lower of cost or market value (LOCOM),LOCOM, compared with gains of $134$60 million and $327$129 million respectively, in the same periods of 2016.2018. In connection with these transfers, in the first nine monthshalf of 2017,2019, we recorded a servicing asset of $123$59 million, initially measured at fair value using a Level 3 measurement technique, and securities of $65 million, classified as Level 2.no securities. In the first nine monthshalf of 2016,2018, we recorded a servicing asset of $204$73 million and securities of $236$208 million.



Retained Interests from Unconsolidated VIEs
Table 7.510.5 provides key economic assumptions and the sensitivity of the current fair value of residential mortgage servicing rights and other interests held related to unconsolidated VIEs to
immediate adverse changes in those assumptions. “Other interests held” relate to residential and commercial mortgage loan securitizations. Residential mortgage-backed securities retained in securitizations issued through GSEs, such as FNMA, FHLMC and GNMA, are excluded from the table because these securities have a remote risk of credit loss due to
the GSE guarantee. These securities also have economic characteristics similar to GSE mortgage-backed securities that we purchase, which are not included in the table. Subordinated interests include only those bonds whose credit rating was below AAA by a major rating agency at issuance. Senior interests include only those bonds whose credit rating was AAA by a major rating agency at issuance. The information presented excludes trading positions held in inventory.
Table 7.5:10.5:Retained Interests from Unconsolidated VIEs
  Other interests held   Other interests held 
Residential
mortgage
servicing
rights (1)

 
Interest-only
strips

 Consumer
 Commercial (2) 
Residential
mortgage
servicing
rights (1)

 
Interest-only
strips

 Commercial 
($ in millions, except cost to service amounts) 
Subordinated
bonds

 
Subordinated
bonds

 
Senior
bonds

 
Subordinated
bonds

 
Senior
bonds

Fair value of interests held at September 30, 2017$13,338
 23
 
 561
 526
Fair value of interests held at June 30, 2019$12,096
 14
 706
 302
Expected weighted-average life (in years)6.1
 3.8
 0.0
 5.7
 5.2
5.6
 3.4
 7.2
 5.3
Key economic assumptions:                
Prepayment speed assumption (3)(2)10.8% 17.4
 
    12.2% 18.8
    
Decrease in fair value from:                
10% adverse change$575
 1
 
    $526
 1
    
25% adverse change1,359
 2
 
    1,239
 1
    
Discount rate assumption6.7% 12.7
 
 3.0
 2.9
7.4% 13.9
 3.5
 2.8
Decrease in fair value from:                
100 basis point increase$647
 
 
 25
 22
$499
 
 41
 14
200 basis point increase1,236
 1
 
 47
 44
954
 
 79
 26
Cost to service assumption ($ per loan)145
        104
      
Decrease in fair value from:                
10% adverse change476
        283
      
25% adverse change1,189
        707
      
Credit loss assumption    % 2.0
 
    4.4% 
Decrease in fair value from:                
10% higher losses    $
 
 
    $2
 
25% higher losses    
 
 
    5
 
Fair value of interests held at December 31, 2016$12,959
 28
 1
 249
 552
Fair value of interests held at December 31, 2018$14,649
 16
 668
 309
Expected weighted-average life (in years)6.3
 3.9
 8.3
 3.1
 5.1
6.5
 3.6
 7.0
 5.7
Key economic assumptions:                
Prepayment speed assumption (3)(2)10.3% 17.4
 13.5
    9.9% 17.7
    
Decrease in fair value from:                
10% adverse change$583
 1
 
    $530
 1
    
25% adverse change1,385
 2
 
    1,301
 1
    
Discount rate assumption6.8% 13.3
 10.7
 5.2
 2.7
8.1% 14.5
 4.3
 3.7
Decrease in fair value from:                
100 basis point increase$649
 1
 
 7
 23
$615
 
 37
 14
200 basis point increase1,239
 1
 
 12
 45
1,176
 1
 72
 28
Cost to service assumption ($ per loan)155
        106
      
Decrease in fair value from:                
10% adverse change515
        316
      
25% adverse change1,282
        787
      
Credit loss assumption    3.0% 4.7
 
    5.1% 
Decrease in fair value from:                
10% higher losses    $
 
 
    $2
 
25% higher losses    
 
 
    5
 
(1)See narrative following this table for a discussion of commercial mortgage servicing rights.
(2)Prepayment speed assumptions do not significantly impact the value of commercial mortgage securitization bonds as the underlying commercial mortgage loans experience significantly lower prepayments due to certain contractual restrictions, impacting the borrower’s ability to prepay the mortgage.
(3)The prepayment speed assumption for residential mortgage servicing rights includes a blend of prepayment speeds and default rates. Prepayment speed assumptions are influenced by mortgage interest rate inputs as well as our estimation of drivers of borrower behavior.
Note 7: Securitizations and Variable Interest Entities (continued)

In addition to residential mortgage servicing rights (MSRs)MSRs included in the previous table, we have a small portfolio of commercial MSRs with a fair value of $2.0$1.9 billion and $2.3 billion at both SeptemberJune 30, 2017,2019, and December 31, 2016.2018, respectively. The nature of our commercial MSRs, which are carried at LOCOM, is different from our residential MSRs. Prepayment activity on serviced loans does not significantly impact the value of commercial MSRs because, unlike residential mortgages, commercial mortgages experience
significantly lower prepayments due to certain contractual restrictions, impacting the borrower’s ability to prepay the mortgage. Similarly, prepayment speed assumptions do not significantly impact the value of the commercial mortgage securitization bonds. Additionally, for our commercial MSR portfolio, we are typically master/primary servicer, but not the special servicer, who is separately responsible for the servicing and workout of delinquent and foreclosed loans. It is the special

servicer, similar to our role as servicer of residential mortgage loans, who is affected by higher servicing and foreclosure costs due to an increase in delinquent and foreclosed loans. Accordingly, prepayment speeds and costs to service are not key assumptions for commercial MSRs as they do not significantly impact the valuation. The primary economic driver impacting the fair value of our commercial MSRs is forward interest rates, which are derived from market observable yield curves used to price capital markets instruments. Market interest rates significantly affect interest earned on custodial deposit balances. The sensitivity of the current fair value to an immediate adverse 25% change in the assumption about interest earned on deposit balances at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, results in a decrease in fair value of $238$231 million and $259$320 million, respectively. See Note 811 (Mortgage Banking Activities) for further information on our commercial MSRs.
We also have a loan to an unconsolidated third party VIE that we extended in fourth quarter 2014 in conjunction with our sale of government guaranteed student loans. The loan is carried at amortized cost and approximates fair value at September 30, 2017, and December 31, 2016. The carrying amount of the loan at September 30, 2017, and December 31, 2016, was $1.3 billion and $3.2 billion, respectively. The estimated fair value of the loan is considered a Level 3 measurement that is determined using
discounted cash flows that are based on changes in the discount rate due to changes in the risk premium component (credit spreads). The primary economic assumption impacting the fair value of our loan is the discount rate. Changes in the credit loss assumption are not expected to affect the estimated fair value of the loan due to the government guarantee of the underlying collateral. The sensitivity of the current fair value to an immediate adverse increase of 200 basis points in the risk premium component of the discount rate assumption is a decrease in fair value of $23 million and $154 million at September 30, 2017, and December 31, 2016, respectively.
The sensitivities in the preceding paragraphsparagraph and table are hypothetical and caution should be exercised when relying on this data. Changes in value based on variations in assumptions generally cannot be extrapolated because the relationship of the change in the assumption to the change in value may not be
linear. Also, the effect of a variation in a particular assumption on the value of the other interests held is calculated independently without changing any other assumptions. In reality, changes in one factor may result in changes in others (for example, changes in prepayment speed estimates could result in changes in the credit losses), which might magnify or counteract the sensitivities.


Off-Balance Sheet Loans
Table 7.610.6 presents information about the principal balances of off-balance sheet loans that were sold or securitized, including residential mortgage loans sold to FNMA, FHLMC, GNMA and other investors, for which we have some form of continuing involvement (including servicer). Delinquent loans include loans 90 days or more past due and loans in bankruptcy, regardless of delinquency status. For loans sold or securitized where servicing is our only form of continuing involvement, we would only experience a loss if we were required to repurchase a delinquent loan or foreclosed asset due to a breach in representations and warranties associated with our loan sale or servicing contracts.
Table 7.6:10.6:Off-Balance Sheet Loans Sold or Securitized
        Net charge-offs         Net charge-offs 
Total loans  Delinquent loans and foreclosed assets (1)  Nine months ended September 30, Total loans  Delinquent loans and foreclosed assets (1)  Six months ended Jun 30, 
(in millions)Sep 30, 2017
 Dec 31, 2016
 Sep 30, 2017
 Dec 31, 2016
 2017
 2016
Jun 30, 2019
 Dec 31, 2018
 Jun 30, 2019
 Dec 31, 2018
 2019
 2018
Commercial:                      
Real estate mortgage$98,350
 106,745
 2,879
 3,325
 718
 210
$107,239
 105,173
 955
 1,008
 89
 151
Total commercial98,350
 106,745
 2,879
 3,325
 718
 210
107,239
 105,173
 955
 1,008
 89
 151
Consumer:                      
Real estate 1-4 family first mortgage1,135,409
 1,160,191
 12,434
 16,453
 546
 764
1,045,840
 1,097,128
 7,650
 8,947
 110
 250
Total consumer1,135,409
 1,160,191
 12,434
 16,453
 546
 764
1,045,840
 1,097,128
 7,650
 8,947
 110
 250
Total off-balance sheet sold or securitized loans (2)$1,233,759
 1,266,936
 15,313
 19,778
 1,264
 974
$1,153,079
 1,202,301
 8,605
 9,955
 199
 401
(1)
Includes $1.4 billion$583 million and $1.7 billion$675 million of commercial foreclosed assets and $1.1 billion$507 million and $1.8 billion$582 million of consumer foreclosed assets at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively.
(2)
At SeptemberJune 30, 2017,2019, and December 31, 2016,2018, the table includes total loans of $1.2$1.1 trillion at both dates, delinquent loans of $7.6$5.7 billion and $9.8$6.4 billion,, and foreclosed assets of $730$364 million and $1.3 billion,$442 million, respectively, for FNMA, FHLMC and GNMA. Net charge-offs exclude loans sold to FNMA, FHLMC and GNMA as we do not service or manage the underlying real estate upon foreclosure and, as such, do not have access to net charge-off information.

Note 10: Securitizations and Variable Interest Entities (continued)

Transactions with Consolidated VIEs and Secured Borrowings
Table 7.710.7 presents a summary of financial assets and liabilities for asset transfers accounted for as secured borrowings and involvements with consolidated VIEs. Carrying values of “Assets” are presented using GAAP measurement methods, which may include fair value, credit impairment or other adjustments, and
 
therefore in some instances will differ from “Total VIE assets.” For VIEs that obtain exposure synthetically through derivative instruments, the remaining notional amount of the derivative is included in “Total VIE assets.” On the consolidated balance sheet, we separately disclose the consolidated assets of certain VIEs that can only be used to settle the liabilities of those VIEs.
Table 7.7:10.7:Transactions with Consolidated VIEs and Secured Borrowings
   Carrying value 
(in millions)
Total VIE
assets

 Assets
 Liabilities
 
Noncontrolling
interests

 Net assets
June 30, 2019         
Secured borrowings:         
Municipal tender option bond securitizations$263
 270
 (265) 
 5
Residential mortgage securitizations87
 87
 (85) 
 2
Total secured borrowings350
 357
 (350) 
 7
Consolidated VIEs:         
Commercial and industrial loans and leases7,742
 7,728
 (490) (13) 7,225
Nonconforming residential mortgage loan securitizations1,475
 1,288
 (452) 
 836
Commercial real estate loans4,794
 4,794
 
 
 4,794
Investment funds194
 194
 (6) (24) 164
Other6
 6
 (2) (4) 
Total consolidated VIEs14,211
 14,010
 (950) (41) 13,019
Total secured borrowings and consolidated VIEs$14,561
 14,367
 (1,300) (41) 13,026
December 31, 2018         
Secured borrowings:         
Municipal tender option bond securitizations$627
 523
 (501) 
 22
Residential mortgage securitizations95
 94
 (93) 
 1
Total secured borrowings722
 617
 (594) 
 23
Consolidated VIEs:         
Commercial and industrial loans and leases8,215
 8,204
 (477) (14) 7,713
Nonconforming residential mortgage loan securitizations1,947
 1,732
 (521) 
 1,211
Commercial real estate loans3,957
 3,957
 
 
 3,957
Investment funds155
 155
 (5) (15) 135
Other14
 14
 (4) (5) 5
Total consolidated VIEs14,288
 14,062
 (1,007) (34) 13,021
Total secured borrowings and consolidated VIEs$15,010
 14,679
 (1,601) (34) 13,044
   Carrying value 
(in millions)
Total VIE
assets

 Assets
 Liabilities
 
Noncontrolling
interests

 Net assets
September 30, 2017         
Secured borrowings:         
Municipal tender option bond securitizations$670
 572
 (539) 
 33
Commercial real estate loans392
 392
 (388) 
 4
Residential mortgage securitizations119
 116
 (117) 
 (1)
Total secured borrowings1,181
 1,080
 (1,044) 
 36
Consolidated VIEs:         
Commercial and industrial loans and leases8,546
 8,051
 (1,425) (14) 6,612
Nonconforming residential mortgage loan securitizations2,812
 2,486
 (837) 
 1,649
Commercial real estate loans2,120
 2,120
 
 
 2,120
Structured asset finance13
 8
 (6) 
 2
Investment funds135
 135
 (1) (72) 62
Other118
 104
 (1) (33) 70
Total consolidated VIEs13,744
 12,904
 (2,270) (119) 10,515
Total secured borrowings and consolidated VIEs$14,925
 13,984
 (3,314) (119) 10,551
December 31, 2016         
Secured borrowings:         
Municipal tender option bond securitizations$1,473
 998
 (907) 
 91
Residential mortgage securitizations139
 138
 (136) 
 2
Total secured borrowings1,612
 1,136
 (1,043) 
 93
Consolidated VIEs:         
Commercial and industrial loans and leases8,821
 8,623
 (2,819) (14) 5,790
Nonconforming residential mortgage loan securitizations3,349
 2,974
 (1,003) 
 1,971
Commercial real estate loans1,516
 1,516
 
 
 1,516
Structured asset finance23
 13
 (9) 
 4
Investment funds142
 142
 (2) (67) 73
Other166
 146
 (1) (57) 88
Total consolidated VIEs14,017
 13,414
 (3,834) (138) 9,442
Total secured borrowings and consolidated VIEs$15,629
 14,550
 (4,877) (138) 9,535

INVESTMENT FUNDS Subsequent to adopting ASU 2015-02 (Amendments to the Consolidation Analysis) in first quarter 2016, we consolidate certain investment funds because we have both the power to manage fund assets and hold variable interests that are considered significant.

OTHER CONSOLIDATED VIE STRUCTURESIn addition to the structure types included in the previous table, at December 31, 2016, we had approximately $6.0 billion of private placement debt financing issued through a consolidated VIE. The issuance was classified as long-term debt in our consolidated financial statements. At December 31, 2016, we pledged approximately $434 million in loans (principal and interest eligible to be capitalized) and $6.1 billion in available-for-sale securities to collateralize the VIE’s borrowings. These assets were not transferred to the VIE, and accordingly we excluded the VIE from the previous table. During second quarter 2017, the private
placement debt financing was repaid, and the entity was no longer considered a VIE.
For complete descriptions of our accounting for transfers accounted for as secured borrowings and involvements with consolidated VIEs, see Note 89 (Securitizations and Variable Interest Entities) to Financial Statements in our 20162018 Form 10-K.
Note 8: Mortgage Banking Activities (continued)


Note 8:11: Mortgage Banking Activities


Mortgage banking activities, included in the Community Banking and Wholesale Banking operating segments, consist of residential and commercial mortgage originations, sale activity and servicing.
 
We apply the amortization method to commercial MSRs and apply the fair value method to residential MSRs. Table 8.111.1 presents the changes in MSRs measured using the fair value method.
Table 8.1:11.1:Analysis of Changes in Fair Value MSRs
 Quarter ended June 30,  Six months ended June 30, 
(in millions)2019
 2018
 2019
 2018
Fair value, beginning of period$13,336
 15,041
 14,649
 13,625
Servicing from securitizations or asset transfers (1)400
 486
 741
 1,059
Sales and other (2)(1) (1) (282) (5)
Net additions399
 485
 459
 1,054
Changes in fair value:       
Due to changes in valuation model inputs or assumptions:       
Mortgage interest rates (3)(1,153) 376
 (2,093) 1,629
Servicing and foreclosure costs (4)(22) 30
 (10) 64
Discount rates (5)(109) 
 (9) 
Prepayment estimates and other (6)206
 (61) 143
 (18)
Net changes in valuation model inputs or assumptions(1,078) 345
 (1,969) 1,675
Changes due to collection/realization of expected cash flows over time(561) (460) (1,043) (943)
Total changes in fair value(1,639) (115) (3,012) 732
Fair value, end of period$12,096
 15,411
 12,096
 15,411
 Quarter ended Sep 30,  Nine months ended Sep 30, 
(in millions)2017
 2016
 2017
 2016
Fair value, beginning of period$12,789
 10,396
 12,959
 12,415
Purchases541
 
 541
 
Servicing from securitizations or asset transfers (1)605
 609
 1,624
 1,452
Sales and other (2)64
 4
 9
 (18)
Net additions1,210
 613
 2,174
 1,434
Changes in fair value:       
Due to changes in valuation model inputs or assumptions:       
Mortgage interest rates (3)(171) 39
 (324) (1,824)
Servicing and foreclosure costs (4)60
 (10) 73
 13
Prepayment estimates and other (5)(31) (37) (77) 22
Net changes in valuation model inputs or assumptions(142) (8) (328) (1,789)
Changes due to collection/realization of expected cash flows over time(519) (586) (1,467) (1,645)
Total changes in fair value(661) (594) (1,795) (3,434)
Fair value, end of period$13,338
 10,415
 13,338
 10,415
(1)Includes impacts associated with exercising our right to repurchase delinquent loans from GNMA loan securitization pools. Total reported MSRs may increase upon repurchase due to servicing liabilities associated with these loans.
(2)Includes sales and transfers of MSRs, which can result in an increase of total reported MSRs if the sales or transfers are related to nonperforming loan portfolios or portfolios with servicing liabilities.
(3)Includes prepayment speed changes as well as other valuation changes due to changes in mortgage interest rates (such as changes in estimated interest earned on custodial deposit balances).
(4)Includes costs to service and unreimbursed foreclosure costs.
(5)Reflects discount rate assumption change, excluding portion attributable to changes in mortgage interest rates.
(6)Represents changes driven by other valuation model inputs or assumptions including prepayment speed estimation changes and other assumption updates. Prepayment speed estimation changes are influenced by observed changes in borrower behavior and other external factors that occur independent of interest rate changes.
 
Table 8.211.2 presents the changes in amortized MSRs.
 
 
Table 8.2:11.2:Analysis of Changes in Amortized MSRs
Quarter ended Sep 30,  Nine months ended Sep 30, Quarter ended June 30,  Six months ended June 30, 
(in millions)2017
 2016
 2017
 2016
2019
 2018
 2019
 2018
Balance, beginning of period$1,399
 1,353
 1,406
 1,308
$1,427
 1,411
 1,443
 1,424
Purchases31
 18
 75
 63
16
 22
 40
 40
Servicing from securitizations or asset transfers41
 69
 123
 204
33
 39
 59
 73
Amortization(65) (67) (198) (202)(69) (65) (135) (130)
Balance, end of period (1)$1,406
 1,373
 1,406
 1,373
$1,407
 1,407
 1,407
 1,407
Fair value of amortized MSRs:              
Beginning of period$1,989
 1,620
 1,956
 1,680
$2,149
 2,307
 2,288
 2,025
End of period1,990
 1,627
 1,990
 1,627
1,897
 2,309
 1,897
 2,309
(1)Commercial amortized MSRs are evaluated for impairment purposes by the following risk strata: agency (GSEs) for multi-family properties and non-agency. There was no valuation allowance recorded for the periods presented on the commercial amortized MSRs.





Note 11: Mortgage Banking Activities (continued)

We present the components of our managed servicing portfolio in Table 8.311.3 at unpaid principal balance for loans serviced and subserviced for others and at book value for owned loans serviced.
 
 
Table 8.3:11.3:Managed Servicing Portfolio
(in billions)Jun 30, 2019
 Dec 31, 2018
Residential mortgage servicing:   
Serviced for others$1,107
 1,164
Owned loans serviced340
 334
Subserviced for others5
 4
Total residential servicing1,452
 1,502
Commercial mortgage servicing:   
Serviced for others548
 543
Owned loans serviced123
 121
Subserviced for others9
 9
Total commercial servicing680
 673
Total managed servicing portfolio$2,132
 2,175
Total serviced for others$1,655
 1,707
Ratio of MSRs to related loans serviced for others0.82% 0.94
(in billions)Sep 30, 2017
 Dec 31, 2016
Residential mortgage servicing:   
Serviced for others$1,223
 1,205
Owned loans serviced340
 347
Subserviced for others3
 8
Total residential servicing1,566
 1,560
Commercial mortgage servicing:   
Serviced for others480
 479
Owned loans serviced128
 132
Subserviced for others8
 8
Total commercial servicing616
 619
Total managed servicing portfolio$2,182
 2,179
Total serviced for others$1,703
 1,684
Ratio of MSRs to related loans serviced for others0.87% 0.85

 
Table 8.411.4 presents the components of mortgage banking noninterest income.
Table 8.4:11.4:Mortgage Banking Noninterest Income

 Quarter ended Sep 30,  Nine months ended Sep 30,  Quarter ended June 30,  Six months ended June 30, 
(in millions) 2017
 2016
 2017
 2016
 2019
 2018
 2019
 2018
Servicing income, net:                
Servicing fees:                
Contractually specified servicing fees $889
 954
 2,696
 2,857
 $846
 901
 1,686
 1,817
Late charges 41
 45
 133
 135
 30
 42
 63
 86
Ancillary fees 51
 56
 160
 171
 38
 47
 76
 87
Unreimbursed direct servicing costs (1) (186) (177) (430) (533) (84) (85) (154) (179)
Net servicing fees 795
 878
 2,559
 2,630
 830
 905
 1,671
 1,811
Changes in fair value of MSRs carried at fair value:                
Due to changes in valuation model inputs or assumptions (2)(A)(142) (8) (328) (1,789)(A)(1,078) 345
 (1,969) 1,675
Changes due to collection/realization of expected cash flows over time (519) (586) (1,467) (1,645) (561) (460) (1,043) (943)
Total changes in fair value of MSRs carried at fair value (661) (594) (1,795) (3,434) (1,639) (115) (3,012) 732
Amortization (65) (67) (198) (202) (69) (65) (135) (130)
Net derivative gains from economic hedges (3)(B)240
 142
 599
 2,575
Net derivative gains (losses) from economic hedges (3)(B)1,155
 (319) 2,117
 (1,539)
Total servicing income, net 309
 359
 1,165
 1,569
 277
 406
 641
 874
Net gains on mortgage loan origination/sales activities(4) 737
 1,308
 2,257
 3,110
 481
 364
 825
 830
Total mortgage banking noninterest income $1,046
 1,667
 3,422
 4,679
 $758
 770
 1,466
 1,704
Market-related valuation changes to MSRs, net of hedge results (2)(3)(A)+(B)$98
 134
 271
 786
(A)+(B)$77
 26
 148
 136
(1)Includes costs associated with foreclosures, unreimbursed interest advances to investors, and other interest costs.
(2)Refer to the analysis of changes in fair value MSRs presented in Table 8.111.1 in this Note for more detail.
(3)Represents results from economic hedges used to hedge the risk of changes in fair value of MSRs. See Note 12 (Derivatives Not Designated as Hedging Instruments)15 (Derivatives) for additional discussion and detail.

Note 8: Mortgage Banking Activities (continued)

Table 8.5 summarizes the changes in our liability for mortgage loan repurchase losses. This liability is in “Accrued expenses and other liabilities” in our consolidated balance sheet and adjustments to the repurchase liability are recorded in net gains on mortgage loan origination/sales activities in “Mortgage banking” in our consolidated income statement.
Because of the uncertainty in the various estimates underlying the mortgage repurchase liability, there is a range of losses in excess of the recorded mortgage repurchase liability that is reasonably possible. The estimate of the range of possible loss for representations and warranties does not represent a probable
loss, and is based on currently available information, significant judgment, and a number of assumptions that are subject to change. The high end of this range of reasonably possible losses exceeded our recorded liability by $180 million at September 30, 2017, and was determined based upon modifying the assumptions (particularly to assume significant changes in investor repurchase demand practices) used in our best estimate of probable loss to reflect what we believe to be the high end of reasonably possible adverse assumptions.
Table 8.5:Analysis of Changes in Liability for Mortgage Loan Repurchase Losses
 Quarter ended Sep 30,  Nine months ended Sep 30, 
(in millions)2017
 2016
 2017
 2016
Balance, beginning of period$178
 255
 229
 378
Assumed with MSR purchases (1)10
 
 10
 
Provision for repurchase losses:       
Loan sales6
 11
 20
 26
Change in estimate (2)(12) (24) (65) (132)
Net reductions to provision(6) (13) (45) (106)
Losses(3) (3) (15) (33)
Balance, end of period$179
 239
 179
 239
(1)(4)Represents repurchase liability associated with portfolioIncludes net gains (losses) of loans underlying mortgage servicing rights acquired during the period.
(2)Results from changes in investor demand$(283) million and mortgage insurer practices, credit deterioration and changes$(434) million in the financial stabilitysecond quarter and first half of correspondent lenders.2019, respectively, and $134 million and $759 million in the second quarter and first half of 2018, respectively, related to derivatives used as economic hedges of mortgage loans held for sale and derivative loan commitments.









Note 9:12: Intangible Assets
Table 9.112.1 presents the gross carrying value of intangible assets and accumulated amortization.
Table 9.1:12.1:Intangible Assets
September 30, 2017  December 31, 2016 June 30, 2019  December 31, 2018 
(in millions)
Gross
carrying
value

 
Accumulated
amortization

 
Net
carrying
value

 
Gross
carrying
value

 
Accumulated
amortization

 
Net
carrying
value

Gross
carrying
value

 
Accumulated
amortization

 
Net
carrying
value

 
Gross
carrying
value

 
Accumulated
amortization

 
Net
carrying
value

Amortized intangible assets (1):                      
MSRs (2)$3,793
 (2,387) 1,406
 3,595
 (2,189) 1,406
$4,260
 (2,853) 1,407
 4,161
 (2,718) 1,443
Core deposit intangibles12,834
 (11,853) 981
 12,834
 (11,214) 1,620

 
 
 12,834
 (12,834) 
Customer relationship and other intangibles3,991
 (3,073) 918
 3,928
 (2,839) 1,089
3,937
 (3,458) 479
 3,994
 (3,449) 545
Total amortized intangible assets$20,618
 (17,313) 3,305
 20,357
 (16,242) 4,115
$8,197
 (6,311) 1,886
 20,989
 (19,001) 1,988
Unamortized intangible assets:                      
MSRs (carried at fair value) (2)$13,338
     12,959
    $12,096
     14,649
    
Goodwill26,581
     26,693
    26,415
     26,418
    
Trademark14
     14
    14
     14
    
(1)Excludes fully amortized intangible assets.Balances are excluded commencing in the period following full amortization.
(2)See Note 811 (Mortgage Banking Activities) for additional information on MSRs.


Table 9.212.2 provides the current year and estimated future amortization expense for amortized intangible assets. We based our projections of amortization expense shown below on existing
asset balances at SeptemberJune 30, 2017.2019. Future amortization expense may vary from these projections.




Table 9.2:12.2:Amortization Expense for Intangible Assets
(in millions) Amortized MSRs
  
Customer
relationship
and other
intangibles

 Total
Six months ended June 30, 2019 (actual) $135
  59
 194
Estimate for the remainder of 2019 $136
  55
 191
Estimate for year ended December 31,      
2020 249
  95
 344
2021 213
  81
 294
2022 188
  68
 256
2023 159
  59
 218
2024 134
  48
 182


Note 12: Intangible Assets (continued)
(in millions) Amortized MSRs
 
Core deposit
intangibles

 
Customer
relationship
and other
intangibles (1)

 Total
Nine months ended September 30, 2017 (actual) $198
 639
 235
 1,072
Estimate for the remainder of 2017 $64
 212
 76
 352
Estimate for year ended December 31,       
2018 240
 769
 301
 1,310
2019 212
 
 116
 328
2020 192
 
 96
 288
2021 166
 
 82
 248
2022 146
 
 68
 214
(1)
The nine months endedSeptember 30, 2017 balance includes $11 million for lease intangible amortization.


Table 9.312.3 shows the allocation of goodwill to our reportable operating segments.
Table 9.3:12.3:Goodwill
(in millions)
Community
Banking

 
Wholesale
Banking

 Wealth and Investment Management
 
Consolidated
Company

December 31, 2017$16,849
 8,455
 1,283

26,587
Reclassification of goodwill held for sale to other assets(155) 
 
 (155)
Reduction in goodwill related to divested businesses and other
 (3) 
 (3)
June 30, 2018 (1)$16,694
 8,452
 1,283
 26,429
December 31, 2018$16,685
 8,450
 1,283
 26,418
Reclassification of goodwill held for sale to other assets
 
 (7) (7)
Foreign currency translation
 4
 
 4
June 30, 2019 (1)$16,685
 8,454
 1,276
 26,415
(in millions)
Community
Banking

 
Wholesale
Banking

 Wealth and Investment Management
 
Consolidated
Company

December 31, 2015$16,849
 7,475
 1,205

25,529
Reduction in goodwill related to divested businesses and other
 (84) (2) (86)
Goodwill from business combinations
 1,245
 
 1,245
September 30, 2016$16,849
 8,636
 1,203
 26,688
December 31, 2016$16,849
 8,585
 1,259
 26,693
Reclassification of goodwill held for sale to Other Assets (1)
 (116) 
 (116)
Reduction in goodwill related to divested businesses and other
 (20) 
 (20)
Goodwill from business combinations
 
 24
 24
September 30, 2017 (1)$16,849
 8,449
 1,283
 26,581
(1)
Goodwill reclassified toAt June 30, 2018, others assets included goodwill classified as held-for-sale in other assets of $116$155 million for the nine months ended September 30, 2017 relates related to the sales agreementagreements for Wells Fargo InsuranceReliable Financial Services, USA (and related businesses)Inc. and Wells Fargo Shareowner Services. Nothe branch divestitures announced in June 2018. At June 30, 2019, other assets included goodwill was classified as held-for-sale of $7 million related to the sale of our Institutional Retirement and Trust business, which was announced in other assets at December 31, 2016April 2019 and 2015.
closed on July 1, 2019.

We assess goodwill for impairment at a reporting unit level, which is one level below the operating segments. See Note 1822 (Operating Segments) for further information on management reporting.




Note 10:13: Guarantees, Pledged Assets and Collateral, and Other Commitments
Guarantees are contracts that contingently require us to make payments to a guaranteed party based on an event or a change in an underlying asset, liability, rate or index. Guarantees are generally in the form of standby letters of credit, securities lending and other indemnifications, written put options, recourse obligations, and other types of similar arrangements. For complete
 
complete descriptions of our guarantees, see Note 1415 (Guarantees, Pledged Assets and Collateral) to Financial StatementsCollateral, and Other Commitments) in our 20162018 Form 10-K. Table 10.113.1 shows carrying value, maximum exposure to loss on our guarantees and the related non-investment grade amounts.
Table 10.1:13.1:Guarantees – Carrying Value and Maximum Exposure to Loss
  Maximum exposure to loss   Maximum exposure to loss 
(in millions)
Carrying
value of obligation (asset)

 
Expires in
one year
or less

 
Expires after
one year
through
three years

 
Expires after
three years
through
five years

 
Expires
after five
years

 Total
 
Non-
investment
grade

Carrying
value of obligation (asset)

 
Expires in
one year
or less

 
Expires after
one year
through
three years

 
Expires after
three years
through
five years

 
Expires
after five
years

 Total
 
Non-
investment
grade

September 30, 2017             
June 30, 2019             
Standby letters of credit (1)$37
 14,045
 8,621
 3,251
 689
 26,606
 8,325
$38
 14,078
 7,185
 3,901
 464
 25,628
 7,938
Securities lending and other indemnifications (2)
 
 
 2
 929
 931
 2

 
 1
 
 849
 850
 1
Written put options (3)(407) 15,576
 11,921
 4,392
 1,260
 33,149
 19,817
(371) 12,574
 11,682
 2,803
 386
 27,445
 15,882
Loans and MHFS sold with recourse (4)51
 203
 508
 914
 9,160
 10,785
 7,964
Loans and MLHFS sold with recourse (4)53
 111
 634
 1,205
 10,597
 12,547
 9,318
Factoring guarantees (5)
 775
 
 
 
 775
 711

 639
 
 
 
 639
 558
Other guarantees1
 4
 4
 2
 4,093
 4,103
 7
1
 
 
 3
 4,146
 4,149
 1
Total guarantees$(318) 30,603
 21,054
 8,561
 16,131
 76,349
 36,826
$(279) 27,402
 19,502
 7,912
 16,442
 71,258
 33,698
December 31, 2016             
December 31, 2018             
Standby letters of credit (1)$38
 16,050
 8,727
 3,194
 658
 28,629
 9,898
$40
 14,636
 7,897
 3,398
 497
 26,428
 8,027
Securities lending and other indemnifications (2)
 
 
 1
 1,166
 1,167
 2

 
 1
 
 1,044
 1,045
 1
Written put options (3)37
 10,427
 10,805
 4,573
 1,216
 27,021
 15,915
(185) 17,243
 10,502
 3,066
 400
 31,211
 21,732
Loans and MHFS sold with recourse (4)55
 84
 637
 947
 8,592
 10,260
 7,228
Loans and MLHFS sold with recourse (4)54
 104
 653
 1,207
 10,163
 12,127
 9,079
Factoring guarantees (5)
 1,109
 
 
 
 1,109
 1,109

 889
 
 
 
 889
 751
Other guarantees6
 19
 21
 17
 3,580
 3,637
 15
1
 
 
 3
 2,959
 2,962
 1
Total guarantees$136
 27,689
 20,190
 8,732
 15,212
 71,823
 34,167
$(90) 32,872
 19,053
 7,674
 15,063
 74,662
 39,591
(1)
Total maximum exposure to loss includes direct pay letters of credit (DPLCs) of $8.6$6.4 billion and $9.2$7.5 billion at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively. We issue DPLCs to provide credit enhancements for certain bond issuances. Beneficiaries (bond trustees) may draw upon these instruments to make scheduled principal and interest payments, redeem all outstanding bonds because a default event has occurred, or for other reasons as permitted by the agreement. We also originate multipurpose lending commitments under which borrowers have the option to draw on the facility in one of several forms, including as a standby letter of credit. Total maximum exposure to loss includes the portion of these facilities for which we have issued standby letters of credit under the commitments.
(2)
Includes indemnifications provided to certain third-party clearing agents. Outstanding customer obligations under these arrangements were $92$90 million and $175$70 million with related collateral of $837$759 million and $991$974 million at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively. Estimated maximum exposure to loss was $929 million at September 30, 2017 and $1.2 billion at December 31, 2016.
(3)Written put options, which are in the form of derivatives, are also included in the derivative disclosures in Note 1215 (Derivatives). Carrying value net asset position is a result of certain deferred premium option trades.
(4)
Represent recourse provided, predominantly to the GSEs, on loans sold under various programs and arrangements. Under these arrangements, we repurchased $1 million and $3 million respectively, of loans associated with these agreements in the third quarter and first nine months of 2017, and $2 million and $4 million in the same periods of 2016, respectively.
(5)Consists of guarantees made under certain factoring arrangements to purchase trade receivables from third parties, generally upon their request, if receivable debtors default on their payment obligations.


“Maximum exposure to loss” and “Non-investment grade” are required disclosures under GAAP. Non-investment grade represents those guarantees on which we have a higher risk of being required to performperformance under the terms of the guarantee. If the underlying assets under the guarantee are non-investment grade (that is, an external rating that is below investment grade or an internal credit default grade that is equivalent to a below investment grade external rating), we consider the risk of performance to be high. Internal credit default grades are determined based upon the same credit policies that we use to evaluate the risk of payment or performance when making loans and other extensions of credit. Credit quality indicators we usually consider in evaluating risk of payments or performance are described in Note 56 (Loans and Allowance for Credit Losses).
 
Maximum exposure to loss represents the estimated loss that would be incurred under an assumed hypothetical circumstance, despite what we believe is a remote possibility, where the value of our interests and any associated collateral declines to zero. Maximum exposure to loss estimates in Table 10.113.1 do not reflect economic hedges or collateral we could use to offset or recover losses we may incur under our guarantee agreements. Accordingly, this required disclosure is not an indication of expected loss. We believe the carrying value, which is either fair value for derivative-related products or the allowance for lending-related commitments, is more representative of our exposure to loss than maximum exposure to loss.


Note 10:13: Guarantees, Pledged Assets and Collateral, and Other Commitments (continued)


Pledged Assets
As part of our liquidity management strategy, we pledge various assets to secure trust and public deposits, borrowings and letters of credit from the FHLBFederal Home Loan Bank (FHLB) and FRB, securities sold under agreements to repurchase (repurchase agreements), securities lending arrangements, and for other purposes as required or permitted by law or insurance statutory requirements. The types of collateral we pledge include securities issued by federal agencies, GSEs, domestic and foreign companies and various commercial and consumer loans. Table 10.213.2 provides the total carrying amount of pledged assets
by asset type and the fair value of pledged off-
balanceoff-balance sheet securities for securities financings. The table excludes pledged consolidated VIE assets of $12.9$14.0 billion and $13.4$14.1 billion at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively, which can only be used to settle the liabilities of those entities. The table also excludes $1.1 billion$357 million and $617 million in assets pledged in transactions with VIE'sVIE’s accounted for as secured borrowings at both SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively. See Note 710 (Securitizations and Variable Interest Entities) for additional information on consolidated VIE assets and secured borrowings.
Table 10.2:13.2:Pledged Assets
(in millions)Sep 30,
2017

 Dec 31,
2016

Trading assets and other (1)$100,160
 84,603
Investment securities (2)67,142
 90,946
Mortgages held for sale and loans (3)480,422
 516,112
Total pledged assets$647,724
 691,661
(in millions)Jun 30,
2019

 Dec 31,
2018

Related to trading activities:   
Debt securities$107,673
 96,616
Equity securities10,594
 9,695
       Total pledged assets related to trading activities (1)118,267
 106,311
Related to non-trading activities:   
Debt securities and other (2)56,413
 62,438
Mortgage loans held for sale and loans (3)413,882
 453,894
    Total pledged assets related to non-trading activities470,295
 516,332
Total pledged assets$588,562
 622,643
(1)
Consists of pledged assets related to trading assetsactivities of $40.1$45.9 billion and $33.2$45.5 billion at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively and off-balance sheet securities of $60.1$72.3 billion and $51.4$60.8 billion as of the same dates, respectively, that are pledged as collateral for repurchase agreements and other securities financings. Total pledged assets related to trading assetsactivities includes $118.2 billion and other includes $100.1$106.2 billion at June 30, 2019, and $84.2 billion at September 30, 2017, and December 31, 2016,2018, respectively, under agreements that permit the secured parties to sell or repledge the collateral.
(2)
Includes carrying value of $5.0$3.5 billion and $6.2$4.2 billion (fair value of $5.0$3.5 billion and $6.2 billion)$4.1 billion) in collateral for repurchase agreements at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively, which are pledged under agreements that do not permit the secured parties to sell or repledge the collateral. Also includes $84$33 million and $617$68 million in collateral pledged under repurchase agreements at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively, that permit the secured parties to sell or repledge the collateral. AllSubstantially all other pledged securities are pursuant to agreements that do not permit the secured party to sell or repledge the collateral.
(3)
Includes mortgagesmortgage loans held for sale of $1.3$2.0 billion and $15.8$7.4 billion at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively. Substantially all of the total mortgagesmortgage loans held for sale and loans are pledged under agreements that do not permit the secured parties to sell or repledge the collateral. Amounts exclude $1.3$551 million and $1.2 billion at June 30, 2019, and $1.2 billion at September 30, 2017, and December 31, 2016,2018, respectively, of pledged loans recorded on our balance sheet representing certain delinquent loans that are eligible for repurchase from GNMA loan securitizations.





Securities Financing Activities
We enter into resale and repurchase agreements and securities borrowing and lending agreements (collectively, “securities financing activities”) typically to finance trading positions (including securities and derivatives), acquire securities to cover short trading positions, accommodate customers’ financing needs, and settle other securities obligations. These activities are conducted through our broker dealerbroker-dealer subsidiaries and to a lesser extent through other bank entities. Most of our securities financing activities involve high quality, liquid securities such as U.S. Treasury securities and government agency securities, and to a lesser extent, less liquid securities, including equity securities, corporate bonds and asset-backed securities. We account for these transactions as collateralized financings in which we typically receive or pledge securities as collateral. We believe these financing transactions generally do not have material credit risk given the collateral provided and the related monitoring processes.


OFFSETTING OF RESALE AND REPURCHASE AGREEMENTS AND SECURITIES BORROWING AND LENDING AGREEMENTSFINANCING ACTIVITIES Table 10.313.3 presents resale and repurchase agreements subject to master repurchase agreements (MRA) and securities borrowing and lending agreements subject to master securities lending agreements (MSLA). We account for
transactions subject to these agreements as collateralized financings, and those with a single counterparty are presented net on our balance sheet, provided certain criteria are met that permit balance sheet netting. Most transactions subject to these agreements do not meet those criteria and thus are not eligible for balance sheet netting.
Collateral we pledged consists of non-cash instruments, such as securities or loans, and is not netted on the balance sheet against the related liability. Collateral we received includes securities or loans and is not recognized on our balance sheet. Collateral pledged or received may be increased or decreased over time to maintain certain contractual thresholds, as the assets underlying each arrangement fluctuate in value. Generally, these agreements require collateral to exceed the asset or liability recognized on the balance sheet. The following table includes the amount of collateral pledged or received related to exposures subject to enforceable MRAs or MSLAs. While these agreements are typically over-collateralized, U.S. GAAP requires disclosure in this table to limit the reported amount of such collateral to the amount of the related recognized asset or liability for each counterparty.

In addition to the amounts included in Table 10.3,13.3, we also have balance sheet netting related to derivatives that is disclosed in Note 1215 (Derivatives).
Table 10.3:13.3:Offsetting – Resale and Repurchase AgreementsSecurities Financing Activities
(in millions)Sep 30,
2017

 Dec 31,
2016

Jun 30,
2019

 Dec 31,
2018

Assets:      
Resale and securities borrowing agreements      
Gross amounts recognized$109,529
 91,123
$146,096
 112,662
Gross amounts offset in consolidated balance sheet (1)(22,954) (11,680)(15,248) (15,258)
Net amounts in consolidated balance sheet (2)86,575
 79,443
130,848
 97,404
Collateral not recognized in consolidated balance sheet (3)(85,777) (78,837)(130,082) (96,734)
Net amount (4)$798
 606
$766
 670
Liabilities:      
Repurchase and securities lending agreements      
Gross amounts recognized (5)$102,281
 89,111
$116,900
 106,248
Gross amounts offset in consolidated balance sheet (1)(22,954) (11,680)(15,248) (15,258)
Net amounts in consolidated balance sheet (6)79,327
 77,431
101,652
 90,990
Collateral pledged but not netted in consolidated balance sheet (7)(79,060) (77,184)(101,476) (90,798)
Net amount (8)$267
 247
$176
 192
(1)Represents recognized amount of resale and repurchase agreements with counterparties subject to enforceable MRAs that have been offset in the consolidated balance sheet.
(2)
At September 30, 2017,Includes $112.1 billion and December 31, 2016, includes $66.0$80.1 billion and $58.1 billion, respectively, classified on our consolidated balance sheet in federal funds sold and securities purchased under resale agreements at June 30, 2019, and other short-term investmentsDecember 31, 2018, respectively. Also includes securities purchased under long-term resale agreements (generally one year or more) classified in loans, which totaled $18.8 billion and $20.6$17.3 billion, at June 30, 2019, and $21.3 billion, respectively, in loans.
December 31, 2018, respectively.
(3)
Represents the fair value of collateral we have received under enforceable MRAs or MSLAs, limited for table presentation purposes to the amount of the recognized asset due from each counterparty. At SeptemberJune 30, 2017,2019, and December 31, 2016,2018, we have received total collateral with a fair value of $120.5$157.4 billion and $102.3$123.1 billion,, respectively, all of which, we have the right to sell or repledge. These amounts include securities we have sold or repledged to others with a fair value of $58.4$73.4 billion at SeptemberJune 30, 2017,2019, and $50.0$60.8 billion at December 31, 2016.
2018.
(4)Represents the amount of our exposure that is not collateralized and/or is not subject to an enforceable MRA or MSLA.
(5)For additional information on underlying collateral and contractual maturities, see the “Repurchase and Securities Lending Agreements” section in this Note.
(6)Amount is classified in short-term borrowings on our consolidated balance sheet.
(7)
Represents the fair value of collateral we have pledged, related to enforceable MRAs or MSLAs, limited for table presentation purposes to the amount of the recognized liability owed to each counterparty. At SeptemberJune 30, 2017,2019, and December 31, 2016,2018, we have pledged total collateral with a fair value of $104.2$119.6 billion and $91.4$108.8 billion,, respectively, of which, the counterparty does not have the right to sell or repledge $5.0$3.5 billion as of SeptemberJune 30, 20172019 and $6.6$4.4 billion as of December 31, 2016.
2018.
(8)Represents the amount of our obligation that is not covered by pledged collateral and/or is not subject to an enforceable MRA or MSLA.

Note 10: Guarantees, Pledged Assets and Collateral (continued)

REPURCHASE AND SECURITIES LENDING AGREEMENTS Securities sold under repurchase agreements and securities lending arrangements are effectively short-term collateralized borrowings. In these transactions, we receive cash in exchange for transferring securities as collateral and recognize an obligation to reacquire the securities for cash at the transaction'stransaction’s maturity. These types of transactions create risks, including (1) the counterparty may fail to return the securities at maturity, (2) the fair value of the securities transferred may decline below the amount of our obligation to reacquire the securities, and therefore create an obligation for us to pledge additional amounts, and (3) the counterparty may accelerate the maturity
on demand, requiring us to reacquire the security prior to contractual maturity. We attempt to mitigate these risks by the fact that mostin various ways. Most of our securities financing activities involvecollateral consists of highly liquid securities,securities. In addition, we underwrite and monitor the financial strength of our counterparties, we monitor the fair value of collateral pledged relative to contractually required repurchase amounts, and we monitor that our collateral is properly returned through the clearing and settlement process in advance of our cash repayment. Table 10.413.4 provides the underlying collateral typesgross amounts recognized on the balance sheet (before the effects of offsetting) of our gross obligations underliabilities for repurchase and securities lending agreements.agreements disaggregated by underlying collateral type.
Note 13: Guarantees, Pledged Assets and Collateral, and Other Commitments (continued)

Table 10.4:13.4:Underlying Collateral Types of Gross Obligations
(in millions) Sep 30,
2017

 Dec 31,
2016

 Jun 30,
2019

 Dec 31,
2018

Repurchase agreements:        
Securities of U.S. Treasury and federal agencies $44,312
 34,335
 $49,622
 38,408
Securities of U.S. States and political subdivisions 120
 81
 97
 159
Federal agency mortgage-backed securities 33,456
 32,669
 43,346
 47,241
Non-agency mortgage-backed securities 1,548
 2,167
 1,754
 1,875
Corporate debt securities 7,381
 6,829
 8,132
 6,191
Asset-backed securities 1,873
 3,010
 2,258
 2,074
Equity securities 368
 1,309
 2,034
 992
Other 1,300
 1,704
 866
 340
Total repurchases 90,358
 82,104
 108,109
 97,280
Securities lending:    
Securities lending arrangements:    
Securities of U.S. Treasury and federal agencies 134
 152
 198
 222
Federal agency mortgage-backed securities 80
 104
 
 2
Non-agency mortgage-backed securities 
 1
Corporate debt securities 592
 653
 483
 389
Equity securities (1) 11,117
 6,097
 8,094
 8,349
Other 16
 6
Total securities lending 11,923
 7,007
 8,791
 8,968
Total repurchases and securities lending $102,281
 89,111
 $116,900
 106,248
(1)Equity securities are generally exchange traded and either re-hypothecated under margin lending agreements or obtained through contemporaneous securities borrowing transactions with other counterparties.

Table 10.513.5 provides the contractual maturities of our gross obligations under repurchase and securities lending agreements.
Table 10.5:13.5:Contractual Maturities of Gross Obligations
(in millions)Overnight/continuous
 Up to 30 days
 30-90 days
 >90 days
 Total gross obligation
Overnight/continuous
 Up to 30 days
 30-90 days
 >90 days
 Total gross obligation
September 30, 2017         
June 30, 2019         
Repurchase agreements$73,953
 8,212
 3,898
 4,295
 90,358
$96,487
 3,565
 3,938
 4,119
 108,109
Securities lending9,765
 405
 1,753
 
 11,923
Securities lending arrangements8,643
 
 148
 
 8,791
Total repurchases and securities lending (1)$83,718
 8,617
 5,651
 4,295
 102,281
$105,130
 3,565
 4,086
 4,119
 116,900
December 31, 2016 
December 31, 2018 
Repurchase agreements$60,516
 9,598
 6,762
 5,228
 82,104
$86,574
 3,244
 2,153
 5,309
 97,280
Securities lending5,565
 167
 1,275
 
 7,007
Securities lending arrangements8,669
 
 299
 
 8,968
Total repurchases and securities lending (1)$66,081
 9,765
 8,037
 5,228
 89,111
$95,243
 3,244
 2,452
 5,309
 106,248
(1)Securities lending is executed under agreements that allow either party to terminate the transaction without notice, while repurchase agreements have a term structure to them that technically matures at a point in time. The overnight/continuous repurchase agreements require election of both parties to roll the trade rather than the election to terminate the arrangement as in securities lending.

OTHER COMMITMENTS To meet the financing needs of our customers, we may enter into commitments to purchase debt and equity securities to provide capital for their funding, liquidity or other future needs. As of June 30, 2019, and December 31, 2018, we had commitments to purchase debt securities of $212 million and $335 million, respectively, and commitments to purchase equity securities of $2.1 billion and $2.5 billion, respectively.
As part of maintaining our memberships in certain clearing organizations, we are required to stand ready to provide liquidity to sustain market clearing activity in the event unforeseen events occur or are deemed likely to occur. Certain of these obligations are guarantees of other members’ performance and accordingly are included in Other guarantees in Table 13.1.
Also, we have commitments to purchase securities under resale agreements from central clearing organizations. We do not have any outstanding amounts funded, and the amount of our unfunded contractual commitments was $5.1 billion and $9.8 billion as of June 30, 2019, and December 31, 2018, respectively. Given the nature of these commitments, they are
excluded from Table 6.4 (Unfunded Credit Commitments) in Note 6 (Loans and Allowance for Credit Losses).
The Parent fully and unconditionally guarantees the payment of principal, interest, and any other amounts that may be due on securities that its 100% owned finance subsidiary, Wells Fargo Finance LLC, may issue. These guaranteed liabilities were $545 million and $5 million at June 30, 2019 and December 31, 2018, respectively. These guarantees rank on parity with all of the Parent’s other unsecured and unsubordinated indebtedness.



Note 11:14: Legal Actions
Wells Fargo and certain of our subsidiaries are involved in a number of judicial, regulatory, governmental, arbitration, and other proceedings or investigations concerning matters arising from the conduct of our business activities, and many of those proceedings and investigations expose Wells Fargo to potential financial loss. These proceedings and investigations include actions brought against Wells Fargo and/or our subsidiaries with respect to corporate-related matters and transactions in which Wells Fargo and/or our subsidiaries were involved. In addition, Wells Fargo and our subsidiaries may be requested to provide information or otherwise cooperate with government authorities in the conduct of investigations of other persons or industry groups.
Although there can be no assurance as to the ultimate outcome, Wells Fargo and/or our subsidiaries have generally denied, or believe we have a meritorious defense and will deny, liability in all significant legal actions pending against us, including the matters described below, and we intend to defend vigorously each case, other than matters we describe as having settled. We establish accruals for legal actions when potential losses associated with the actions become probable and the costs can be reasonably estimated. For such accruals, we record the amount we consider to be the best estimate within a range of potential losses that are both probable and estimable; however, if we cannot determine a best estimate, then we record the low end of the range of those potential losses. The actual costs of resolving legal actions may be substantially higher or lower than the amounts accrued for those actions.
ATM ACCESS FEE LITIGATION In October 2011, plaintiffs filed a putative class action, Mackmin, et.et al. v. Visa, Inc. et.et al., against Wells Fargo & Company, Wells Fargo Bank, N.A., Visa, MasterCard, and several other banks in the United States District Court for the District of Columbia. Plaintiffs allege that the Visa and MasterCard requirement that if an ATM operator charges an access fee on Visa and MasterCard transactions, then that fee cannot be greater than the access fee charged for transactions on other networks, violates antitrust rules. Plaintiffs seek treble damages, restitution, injunctive relief, and attorneys’ fees where available under federal and state law. Two other antitrust cases whichthat make similar allegations were filed in the same court, but these cases did not name Wells Fargo as a defendant. On February 13, 2013, the district court granted defendants’ motions to dismiss the three actions. Plaintiffs appealed the dismissals and, on August 4, 2015, the United States Court of Appeals for the District of Columbia Circuit vacated the district court’s decisions and remanded the three cases to the district court for further proceedings. On June 28, 2016, the United States Supreme Court granted defendants’ petitions for writ of certiorari to review the decisions of the United States Court of Appeals for the District of Columbia. On November 17, 2016, the United States Supreme Court dismissed the petitions as improvidently granted, and the three cases returned to the district court for further proceedings.
AUTOMOBILE LENDING MATTERS As On April 20, 2018, the Company centralizes operations in its dealer services businessentered into consent orders with the Office of the Comptroller of the Currency (OCC) and tightens controls and oversight of third-partythe Consumer Financial Protection Bureau (CFPB) to resolve, among other things, investigations by the agencies into the Company’s compliance risk management program and its past practices involving certain automobile collateral protection insurance (CPI) policies and, as
discussed below, certain mortgage interest rate lock extensions. The consent orders require remediation to customers and the Company anticipates it will identify and remediate issues relatedpayment of a total of $1.0 billion in civil money penalties to historical practices concerning the origination, servicing, and/or collection of consumer automobile loans, including related insurance products. For example, inagencies. In July 2017, the Company announced a plan to remediate customers who may have been
financially harmed due to issues related to automobile collateral protection insurance (CPI)CPI policies purchased through a third-party vendor on their behalf. The Company determined that certain external vendor processes and operational controls were inadequate and, as a result, customers may have been charged premiums for CPI even if they were paying for their own vehicle insurance, as required, and in some cases the CPI premiums may have contributed to a default that led to their vehicle’s repossession. The Company discontinued the practice of placing CPI in September 2016. Multiple putative class action cases alleging, among other things, unfair and deceptive practices relating to these CPI policies, have been filed against the Company and consolidated into one multi-district litigation in the United States District Court for the Central District of California. Further,The Company has reached an agreement in principle to resolve the multi-district litigation pursuant to which the Company has agreed to pay, consistent with its remediation obligations under the consent orders, approximately $424 million in remediation to customers with CPI policies placed between October 15, 2005, and September 30, 2016. The settlement amount is not incremental to the Company’s remediation obligations under the consent orders, but instead encompasses those obligations, including remediation payments to date. The settlement amount is subject to change as the Company finalizes its remediation activity under the consent orders. In addition, the Company has agreed to contribute $1 million to a formercommon fund for the class. The district court scheduled a preliminary approval hearing for August 5, 2019. A putative class of shareholders also filed a securities fraud class action against the Company and its executive officers alleging material misstatements and omissions of CPI-related information in the Company’s public disclosures. Former team member hasmembers have also alleged retaliation for raising concerns regarding automobile lending practices. In addition, the Company has identified certain issues related to the unused portion of guaranteed automobile protection (GAP) waiver or insurance agreements between the customer and dealer and, by assignment, the lender, which may result in refundswill require remediation to customers in certain states. The Company is subject to a class action lawsuit in the United States District Court for the Central District of California alleging that customers are entitled to refunds in all states. Allegations related to both the CPI and GAP programs are among the subjects of two shareholder derivative lawsuits pending in federal and state court in California. The court dismissed the state court action in September 2018, but plaintiffs filed an amended complaint in CaliforniaNovember 2018. The parties to the state court.court action have entered into an agreement to resolve the action pursuant to which the Company will pay plaintiffs’ attorneys’ fees and undertake certain business and governance practices. The court granted preliminary approval of the settlement on July 12, 2019, and scheduled a final approval hearing for October 9, 2019. These and other issues related to the origination, servicing, and/orand collection of consumer automobile loans, including related insurance products, have also subjected the Company to formal or informal inquiries, investigations, or examinations from federal and state government agencies. In December 2018, the Company entered into an agreement with all 50 state Attorneys General and the District of Columbia to resolve an investigation into the Company’s retail sales practices, CPI and GAP, and mortgage interest rate lock matters, pursuant to which the Company paid $575 million.

Note 14: Legal Actions (continued)

CONSUMER DEPOSIT ACCOUNT RELATED REGULATORY INVESTIGATION The Consumer Financial Protection Bureau (the “CFPB”) has commencedCFPB is conducting an investigation into whether customers were unduly harmed by the Company’s procedures regardinghistorical practices associated with the freezing (and, in many cases, closing) of consumer deposit accounts after the Company detected suspected fraudulent activity (by third-partiesthird parties or account holders) that affected those accounts.
INADVERTENT CLIENT INFORMATION DISCLOSURE In July 2017, the Company inadvertently provided certain client information in response to A former team member has brought a third-party subpoena issued in a civil litigation. The Company obtained permanent injunctions in New Jersey and New York state courts requiring the electronic data and all copies to be delivered to the New Jersey state court action alleging retaliation for raising concerns about these practices.
FIDUCIARY AND CUSTODY ACCOUNT FEE CALCULATIONS Federal government agencies are conducting formal or informal inquiries, investigations, or examinations regarding fee calculations within certain fiduciary and custody accounts in the Company for safekeeping.Company’s investment and fiduciary services business, which is part of the wealth management business within the Wealth and Investment Management (WIM) operating segment. The Company has made voluntary self-disclosure to various state and federal regulatory agencies. Notificationsdetermined that there have been sentinstances of incorrect fees being applied to clients whose personal identifying data was containedcertain assets and accounts, resulting in both overcharges and undercharges to customers.
FOREIGN EXCHANGE BUSINESSFederal government agencies, including the United States Department of Justice (Department of Justice), are investigating or examining certain activities in the inadvertent production.Company’s foreign exchange business. These matters are at varying stages. The Company has responded, and continues to respond, to requests from a number of the foregoing and has discussed the potential resolution of some of the matters. The Company is in the process of providing remediation to customers that may have received pricing inconsistent with commitments made to those customers, and rebates to customers where historic pricing, while consistent with contracts entered into with those customers, does not conform to recently implemented pricing review standards for prior periods.
INTERCHANGE LITIGATIONPlaintiffs representing a putative class of merchants have filed putative class actions, and individual merchants have filed individual actions, against Wells Fargo Bank, N.A., Wells Fargo & Company, Wachovia Bank, N.A., and Wachovia Corporation regarding the interchange fees associated with Visa and MasterCard payment card transactions. Visa, MasterCard, and several other banks and bank holding companies are also named as defendants in these actions. These actions have been consolidated in the United States District Court for the Eastern District of New York. The amended and consolidated complaint asserts claims against defendants based on alleged violations of federal and state antitrust laws and seeks damages, as well as injunctive relief. Plaintiff merchants allege that Visa, MasterCard, and payment card issuing banks unlawfully
Note 11: Legal Actions (continued)

colluded to set interchange rates. Plaintiffs also allege that enforcement of certain Visa and MasterCard rules and alleged tying and bundling of services offered to merchants are anticompetitive. Wells Fargo and Wachovia, along with other defendants and entities, are parties to Loss and Judgment Sharing Agreements, which provide that they, along with other entities, will share, based on a formula, in any losses from the Interchange Litigation. On July 13, 2012, Visa, MasterCard, and the financial institution defendants, including Wells Fargo, signed a memorandum of understanding with plaintiff merchants to resolve the consolidated class action and reached a separate settlement in principle of the consolidated individual actions. The settlement payments to be made by all defendants in the consolidated class and individual actions totaled approximately $6.6 billion before reductions applicable to certain merchants opting out of the settlement. The class settlement also provided
for the distribution to class merchants of 10 basis points of default interchange across all credit rate categories for a period of eight consecutive months. The district court granted final approval of the settlement, which was appealed to the United States Court of Appeals for the Second Circuit by settlement objector merchants. Other merchants opted out of the settlement and are pursuing several individual actions. On June 30, 2016, the Second Circuit vacated the settlement agreement and reversed and remanded the consolidated action to the United States District Court for the Eastern District of New York for further proceedings. On November 23, 2016, prior class counsel filed a petition to the United States Supreme Court, seeking review of the reversal of the settlement by the Second Circuit, and the Supreme Court denied the petition on March 27, 2017. On November 30, 2016, the district court appointed lead class counsel for a damages class and an equitable relief class. The parties have entered into a settlement agreement to resolve the money damages class claims pursuant to which defendants will pay a total of approximately $6.2 billion, which includes approximately $5.3 billion of funds remaining from the 2012 settlement and $900 million in additional funding. The Company’s allocated responsibility for the additional funding is approximately $94.5 million. The court granted preliminary approval of the settlement in January 2019, and scheduled a final approval hearing for November 7, 2019. Several of the opt-out and direct action litigations were settled during the pendency of the Second Circuit appeal while others remain pending. Discovery is proceeding in the opt-out litigations and the remandedequitable relief class cases.case.
LOW INCOME HOUSING TAX CREDITSFederal government agencies have undertaken formal or informal inquiries or investigations regarding the manner in which the Company purchased, and negotiated the purchase of, certain federal low income housing tax credits in connection with the financing of low income housing developments.

MOBILE DEPOSIT PATENT LITIGATION  The Company is a defendant in two separate cases brought by United Services Automobile Association (USAA) in the United States District Court for the Eastern District of Texas alleging claims of patent infringement regarding mobile deposit capture technology patents held by USAA. Trial in the first case is scheduled for November 2019 and trial in the second case is scheduled for January 2020.
MORTGAGE BANKRUPTCY LOAN MODIFICATION LITIGATION Plaintiffs, representingINTEREST RATE LOCK MATTERS On April 20, 2018, the Company entered into consent orders with the OCC and CFPB to resolve, among other things, investigations by the agencies into the Company’s compliance risk management program and its past practices involving certain automobile CPI policies and certain mortgage interest rate lock extensions. The consent orders require remediation to customers and the payment of a putative classtotal of mortgage borrowers who were debtors$1.0 billion in Chapter 13 bankruptcy cases, filedcivil money penalties to the agencies. The Company was named in a putative class action, Cotton, et al. v. Wells Fargo, et al, against Wells Fargo & Company and Wells Fargo Bank, N.A.filed in the United States BankruptcyDistrict Court for the Western District of North Carolina on June 7, 2017. The plaintiffs allege that Wells Fargo improperly and unilaterally modified the mortgages of borrowers who were debtors in Chapter 13 bankruptcy cases. The plaintiffs allege that Wells Fargo implemented these modifications by improperly filing mortgage payment change notices in Chapter 13 bankruptcy cases, in violation of bankruptcy rules and process. The amended complaint asserts claims based on, among other things, alleged fraud, violations of bankruptcy rules and laws, and unfair and deceptive trade practices. The amended complaint seeks monetary damages, attorneys’ fees, and declaratory and injunctive relief.

MORTGAGE INTEREST RATE LOCK RELATED REGULATORY INVESTIGATION The CFPB has commenced an investigation into the Company’s policies and procedures regarding the circumstances in which the Company required customers to pay fees for the extension of interest rate lock periods for residential mortgages. On October 4, 2017, the Company announced plans to reach out to all home lending customers who paid fees for mortgage rate lock extensions requested from September 16, 2013, through February 28, 2017, and to refund customers who believe they shouldn't have paid those fees. The Company is named in two putative class actions, filed in the United States
District Courts for the Central District of California and the Northern District of California, alleging violations of federal and state consumer fraud statutes relating to mortgage rate lock extension fees. The Company filed a motion to dismiss and the court granted the motion. Subsequently, a putative class action was filed in the United States District Court for the District of Oregon, raising similar allegations. The Company filed a motion to dismiss this action and the court granted the motion. In addition, former team members have asserted claims, including in pending litigation, that they were terminated for raising concerns

regarding these policies and procedures.mortgage interest rate lock extension practices. Allegations related to mortgage interest rate lock extension fees are also among the subjects of two shareholder derivative lawsuits filedconsolidated in California state court. The parties have entered into an agreement to resolve the state court action pursuant to which the Company will pay plaintiffs’ attorneys’ fees and undertake certain business and governance practices. The court granted preliminary approval of the settlement on July 12, 2019, and scheduled a final approval hearing for October 9, 2019. This matter has also subjected the Company to formal or informal inquiries, investigations or examinations from other federal and state government agencies. In December 2018, the Company entered into an agreement with all 50 state Attorneys General and the District of Columbia to resolve an investigation into the Company’s retail sales practices, CPI and GAP, and mortgage interest rate lock matters, pursuant to which the Company paid $575 million.
MORTGAGE RELATEDLOAN MODIFICATION LITIGATION Plaintiffs representing a putative class of mortgage borrowers have filed separate putative class actions, Hernandez v. Wells Fargo, et al., and Coordes v. Wells Fargo, et al., against Wells Fargo Bank, N.A. in the United States District Court for the Northern District of California and the United States District Court for the District of Washington, respectively. Plaintiffs allege that Wells Fargo improperly denied mortgage loan modifications or repayment plans to customers in the foreclosure process due to the overstatement of foreclosure attorneys’ fees that were included for purposes of determining whether a customer in the foreclosure process qualified for a mortgage loan modification or repayment plan.
MORTGAGE-RELATED REGULATORY INVESTIGATIONS Federal and state government agencies, including the United States Department of Justice, (the “Department of Justice”), continue investigationshave been investigating or examinations ofexamining certain mortgage related activities of Wells Fargo and predecessor institutions. Wells Fargo, for itself and for predecessor institutions, has responded, andor continues to respond, to requests from these agencies seeking information regarding the origination, underwriting, and securitization of residential mortgages, including sub-prime mortgages. These agencies have advanced theories of purported liability with respect to certain of these activities. The Department of Justice and Wells Fargo continueAn agreement, pursuant to discusswhich the matter, including potential settlement of the Department of Justice's concerns; however, litigation with these agencies, including withCompany paid $2.09 billion, was reached in August 2018 to resolve the Department of Justice remainsinvestigation, which related to certain 2005-2007 residential mortgage-backed securities activities. In addition, the Company reached an agreement with the Attorney General of the State of Illinois in November 2018 pursuant to which the Company paid $17 million in restitution to certain Illinois state pension funds to resolve a possibility.claim relating to certain residential mortgage-backed securities activities. Other financial institutions have entered into similar settlements with these agencies, the nature of which related to the specific activities of those financial institutions, including the imposition of significant financial penalties and remedial actions.
OFAC RELATED INVESTIGATION The Company has self-identified an issue whereby certain foreign banks utilized a Wells Fargo software-based solution to conduct import/export trade-related financing transactions with countries and entities prohibited by the Office of Foreign Assets Control (“OFAC”)(OFAC) of the United States Department of the Treasury. We do not believe any funds related to these transactions flowed through accounts at Wells Fargo as a result of the aforementioned conduct. The
Company has made voluntary self-disclosures to OFAC and is cooperating with an inquiry from the Department of Justice.
ORDER OF POSTING LITIGATION Plaintiffs filed a series of putative class actions against Wachovia Bank, N.A. and Wells Fargo Bank, N.A., as well as many other banks, challenging the “high to low” order in which the banks post debit card transactions to consumer deposit accounts. Most of these actions were consolidated in multi-district litigation proceedings (the “MDL proceedings”)(MDL proceedings) in the United States District Court for the Southern District of Florida. The court in the MDL proceedings has certified a class of putative plaintiffs, and Wells Fargo moved to compel arbitration of the claims of unnamed class members. The court denied the motions to compel arbitration onin October 17, 2016.2016, and Wells Fargo has appealed this decision to the United States Court of Appeals for the Eleventh Circuit.
RMBS TRUSTEE LITIGATION In November 2014, a group of institutional investors (the “Institutional Investor Plaintiffs”), including funds affiliated with BlackRock, Inc.,May 2018, the Eleventh Circuit ruled in Wells Fargo’s favor and found that Wells Fargo had not waived its arbitration rights and remanded the case to the district court for further proceedings. Plaintiffs filed a putative class actionpetition for rehearing to the Eleventh Circuit, which was denied in August 2018. Plaintiffs petitioned for certiorari from the United States DistrictSupreme Court, for the Southern District of New York against Wells Fargo Bank, N.A., alleging claims against the Company in its capacity as trustee for a number of residential mortgage-backed securities (RMBS) trusts (the “Federal Court Complaint”). Similar complaints have been filed against other trustees in various courts, including in the Southern District of New York, in New

York state court, and in other states, by RMBS investors. The Federal Court Complaint alleges that Wells Fargo Bank, N.A., as trustee, caused losses to investors and asserts causes of action based upon, among other things, the trustee's alleged failure to notify and enforce repurchase obligations of mortgage loan sellers for purported breaches of representations and warranties, notify investors of alleged events of default, and abide by appropriate standards of care following alleged events of default. Plaintiffs seek money damages in an unspecified amount, reimbursement of expenses, and equitable relief. In December 2014 and December 2015, certain other investors filed four complaints alleging similar claims against Wells Fargo Bank, N.A. in the Southern District of New York (the “Related Federal Cases”), and the various cases pending against Wells Fargo are proceeding before the same judge. On January 19, 2016, the Southern District of New York entered an order in connection with the Federal Court Complaint dismissing claims related to certain of the trusts at issue (the “Dismissed Trusts”). The Company's motion to dismiss the Federal Court Complaint and the complaints for the Related Federal Casespetition was granted in part and denied in part in March 2017. In May 2017, the Company filed third-party complaints against certain investment advisors affiliated with the Institutional Investor Plaintiffs seeking contribution with respect to claims alleged in the Federal Court Complaint.
A complaint raising similar allegationsJanuary 2019. The case has returned to the Federal Court Complaint was filed in May 2016 in New York statedistrict court by a different plaintiff investor. In addition, the Institutional Investor Plaintiffs subsequently filed a complaint relating to the Dismissed Trusts and certain additional trusts in California state court (the “California Action”). The California Action was subsequently dismissed in September 2016. In December 2016, the Institutional Investor Plaintiffs filed a new putative class action complaint in New York state court in respect of 261 RMBS trusts, including the Dismissed Trusts, for which Wells Fargo Bank, N.A. serves or served as trustee (the “State Court Action”). The Company has moved to dismiss the State Court Action.further proceedings.
In July 2017, certain of the plaintiffs from the State Court Action filed a civil complaint relating to Wells Fargo Bank, N.A.'s setting aside reserves for legal fees and expenses in connection with the liquidation of eleven RMBS trusts at issue in the State Court Action. The complaint seeks, among other relief, declarations that Wells Fargo Bank, N.A. is not entitled to indemnification, the advancement of funds or the taking of reserves from trust funds for legal fees and expenses it incurs in defending the claims in the State Court Action. In September 2017, one of the plaintiffs in the Related Federal Cases filed a similar complaint in the Southern District of New York seeking declaratory and injunctive relief and money damages on an individual and class action basis.

RETAIL SALES PRACTICES MATTERS Federal, state, and local government agencies, including the Department of Justice, the United States Securities and Exchange Commission (SEC), and the United States Department of Labor, andLabor; state attorneys general, including the New York Attorney General; and prosecutors’ offices, as well as Congressional committees, have undertaken formal or informal inquiries, investigations or examinations arising out of certain retail sales practices of the Company that were the subject of settlements with the Consumer Financial Protection Bureau,CFPB, the Office of the Comptroller of the CurrencyOCC, and the Office of the Los Angeles City Attorney announced by the Company on September 8, 2016. These matters are at varying stages. The Company has responded, and
continues to respond, to requests from a number of the foregoing seeking information regarding theseforegoing. In October 2018, the Company entered into an agreement to resolve the New York Attorney General’s investigation pursuant to which the Company paid $65 million to the State of New York. In December 2018, the Company entered into an agreement with all 50 state Attorneys General and the District of Columbia to resolve an investigation into the Company’s retail sales practices, CPI and GAP, and mortgage interest rate lock matters, pursuant to which the Company paid $575 million. The Company has also engaged in preliminary and/or exploratory resolution discussions with the Department of Justice and the circumstancesSEC, although there can be no assurance as to the outcome of the settlements and related matters.these discussions.
In addition, a number of lawsuits have also been filed by non-governmental parties seeking damages or other remedies related to these retail sales practices. First, various class plaintiffs purporting to represent consumers who allege that they received products or services without their authorization or consent have brought separate putative class actions against the Company in the United States District Court for the Northern District of California and various other jurisdictions. In April 2017, the Company entered into a settlement agreement in the first-filed action, Jabbari v. Wells Fargo Bank, N.A., to resolve claims regarding certain products or services provided without authorization or consent for the time period May 1, 2002 to April 20, 2017. Pursuant to the settlement, the Company will pay $142 million for remediation, attorneys’ fees, and settlement fund
Note 14: Legal Actions (continued)

claims administration. In the unlikely event that the $142 million settlement total is not enough to provide remediation, pay attorneys'attorneys’ fees, pay settlement fund claims administration costs, and have at least $25 million left over to distribute to all class members, the Company will contribute additional funds to the settlement. In addition, in the unlikely event that the number of unauthorized accounts identified by settlement class members in the claims process and not disputed by the claims administrator exceeds plaintiffs’ 3.5 million account estimate, the Company will proportionately increase the $25 million reserve so that the ratio of reserve to unauthorized accounts is no less than what was implied by plaintiffs’ estimate at the time of the district court’s preliminary approval of the settlement in July 2017. AThe district court issued an order granting final approval hearing hasof the settlement on June 14, 2018. Several appeals of the district court’s order granting final approval of the settlement have been scheduledfiled with the United States Court of Appeals for the first quarter of 2018.Ninth Circuit. Second, Wells Fargo shareholders are pursuingbrought a consolidated securities fraud class action in the United States District Court for the Northern District of California alleging certain misstatements and omissions in the Company’s disclosures related to sales practices matters. The Company entered into a settlement agreement to resolve this matter pursuant to which the Company paid $480 million. The district court issued an order granting final approval of the settlement on December 20, 2018. Third, Wells Fargo shareholders have brought numerous shareholder derivative lawsuits asserting breach of fiduciary duty claims, among others, against current and former directors and officers for their alleged involvement with and failure to detect and prevent sales practices issues, which were consolidated into two separateissues. These actions are currently pending in the United States District Court for the Northern District of California and California state court as well as two separate actionsfor coordinated proceedings. An additional lawsuit asserting similar claims pending in Delaware state court.court has been stayed. The parties have entered into settlement agreements to resolve the shareholder derivative lawsuits pursuant to which insurance carriers will pay the Company approximately $240 million for alleged damage to the Company, and the Company will pay plaintiffs’ attorneys’ fees. Preliminary approval of the settlements has been granted, and the federal court held a final approval hearing on August 1, 2019, and the state court scheduled a final approval hearing for October 9, 2019. Fourth, a range ofmultiple employment litigation hasmatters have been brought against Wells Fargo, including an Employee Retirement Income Security Act (ERISA) class action in the United States District Court for the District of Minnesota brought on behalf of 401(k) plan participants;participants that has been dismissed and is now on appeal; a class actions pendingaction in the United States District CourtsCourt for the Northern District of California and Eastern District of New York on behalf of employeesteam members who allege that they protested sales practice misconduct and/or were terminated for not meeting sales goals;goals that has now been dismissed, and we have entered into a framework with plaintiffs’ counsel to address individual claims that have been asserted; various wage and hour class actions brought in federal and state court in California and Pennsylvania (which have been settled), and in New Jersey Florida, and Pennsylvania on behalf of non-exempt branch based employeesteam members alleging that sales pressure resulted in uncompensated overtime; and multiple single plaintiff Sarbanes-Oxley Act complaints and state law whistleblower actions filed with the United States Department of Labor or in various state courts alleging adverse employment actions for raising sales practice misconduct issues.
RMBS TRUSTEE LITIGATION In November 2014, a group of institutional investors (Institutional Investor Plaintiffs), including funds affiliated with BlackRock, Inc., filed a putative
class action in the United States District Court for the Southern District of New York against Wells Fargo Bank, N.A., alleging claims against the Company in its capacity as trustee for a number of residential mortgage-backed securities (RMBS) trusts (Federal Court Complaint). Similar complaints have been filed against other trustees in various courts, including in the Southern District of New York, in New York state court, and in other states, by RMBS investors. The Federal Court Complaint alleged that Wells Fargo Bank, N.A., as trustee, caused losses to investors and asserted causes of action based upon, among other things, the trustee’s alleged failure to notify and enforce repurchase obligations of mortgage loan sellers for purported breaches of representations and warranties, notify investors of alleged events of default, and abide by appropriate standards of care following alleged events of default. Plaintiffs sought money damages in an unspecified amount, reimbursement of expenses, and equitable relief. In December 2014 and December 2015, certain other investors filed four complaints alleging similar claims against Wells Fargo Bank, N.A. in the Southern District of New York (Related Federal Cases). In January 2016, the Southern District of New York entered an order in connection with the Federal Court Complaint dismissing claims related to certain of the trusts at issue (Dismissed Trusts). The Company’s subsequent motion to dismiss the Federal Court Complaint and the complaints for the Related Federal Cases was granted in part and denied in part in March 2017. In May 2017, the Company filed third-party complaints against certain investment advisors affiliated with the Institutional Investor Plaintiffs seeking contribution with respect to claims alleged in the Federal Court Complaint (Third-Party Claims).
In December 2016, the Institutional Investor Plaintiffs filed a new putative class action complaint in New York state court in respect of 261 RMBS trusts, including the Dismissed Trusts, for which Wells Fargo Bank, N.A. serves or served as trustee (State Court Action). A complaint raising similar allegations to those in the Federal Court Complaint was filed in May 2016 in New York state court by IKB International and IKB Deutsche Industriebank (IKB Action).
In July 2017, certain of the plaintiffs from the State Court Action filed a civil complaint relating to Wells Fargo Bank, N.A.’s setting aside reserves for legal fees and expenses in connection with the liquidation of eleven RMBS trusts at issue in the State Court Action (Declaratory Judgment Action). The complaint sought, among other relief, declarations that the Company is not entitled to indemnification, the advancement of funds, or the taking of reserves from trust funds for legal fees and expenses it incurs in defending the claims in the State Court Action.
In May 2019, the New York state court approved a settlement agreement among the Institutional Investor Plaintiffs and the Company pursuant to which, among other terms, the Company paid $43 million to resolve the Federal Court Complaint and the State Court Action. The settlement also resolved the Third Party Claims and the Declaratory Judgment Action. The settlement did not affect the Related Federal Cases or the IKB Action, which remain pending.

SEMINOLE TRIBE TRUSTEE LITIGATION The Seminole Tribe of Florida filed a complaint in Florida state court alleging that Wells Fargo, as trustee, charged excess fees in connection with the administration of a minor’s trust and failed to invest the assets of the trust prudently. The complaint was later amended to include three individual current and former beneficiaries as plaintiffs and to remove the Tribe as a party to the case. In December 2016, the Company filed a motion to dismiss the

amended complaint on the grounds that the Tribe is a necessary party and that the individual beneficiaries lack standing to bring claims. The motion was denied in June 2018. Trial is scheduled for February 2020.
WHOLESALE BANKING CONSENT ORDER INVESTIGATIONOn November 19, 2015, the Company entered into a consent order with the OCC, pursuant to which the Wholesale Banking group was required to implement customer due diligence standards that include collection of current beneficial ownership information for certain business customers. The Company is responding to inquiries from various federal government agencies regarding potentially inappropriate conduct in connection with the collection of beneficial ownership information.
OUTLOOKAs described above, the Company establishes accruals for legal actions when potential losses associated with the actions become probable and the costs can be reasonably estimated. The high end of the range of reasonably possible potential losses in excess of the Company’s accrual for probable
Note 11: Legal Actions (continued)

and estimable losses was approximately $3.3$3.9 billion as of SeptemberJune 30, 2017.2019. The increase in the high end of the range as of September 30, 2017, remained unchanged from June 30, 2017, reflecting a decrease from the $1 billion discrete litigation accrual in third quarter 2017 for the Company's existing mortgage-related regulatory investigations, offset by the possibility of increased risk inMarch 31, 2019, was due to a variety of matters, including the Company's existing mortgage-related regulatory investigations.retail sales practices matters. The outcomes of legal actions are unpredictable and subject to significant uncertainties, and it is inherently difficult to determine whether any loss is probable or even possible. It is also inherently difficult to estimate the amount of any loss and there may be matters for which a loss is probable or reasonably possible but not currently estimable. Accordingly, actual losses may be in excess of the established accrual or the range of reasonably possible loss. Wells Fargo is unable to determine whether the ultimate resolution of either the mortgage related regulatory investigations or theretail sales practices matters will have a material adverse effect on its consolidated financial condition. Based on information currently available, advice of counsel, available insurance coverage, and established reserves, Wells Fargo believes that the eventual outcome of other actions against Wells Fargo and/or its subsidiaries will not, individually or in the aggregate, have a material adverse effect on Wells Fargo’s consolidated financial condition. However, it is possible that the ultimate resolution of a matter, if unfavorable, may be material to Wells Fargo’s results of operations for any particular period.


Note 15: Derivatives (continued)

Note 12:15: Derivatives
We use derivatives to manage exposure to market risk, including interest rate risk, credit risk and foreign currency risk, and to assist customers with their risk management objectives. We designate certain derivatives as hedging instruments in a qualifying hedge accounting relationship (fair value or cash flow hedge). Our remaining derivatives consist of economic hedges that do not qualify for hedge accounting, and derivatives held for customer accommodation trading or other purposes. For more information on our derivative activities, see Note 1617 (Derivatives) to Financial Statements in our 20162018 Form 10-K.
 
Table 12.115.1 presents the total notional or contractual amounts and fair values for our derivatives. Derivative transactions can be measured in terms of the notional amount, but this amount is not recorded on the balance sheet and is not, when viewed in isolation, a meaningful measure of the risk profile of the instruments. The notional amount is generally not exchanged but is used only as the basis on which interest and other payments are determined.
Table 12.1:15.1:Notional or Contractual Amounts and Fair Values of Derivatives
September 30, 2017  December 31, 2016 June 30, 2019  December 31, 2018 
Notional or
contractual
amount

   Fair value
 
Notional or
contractual
amount

   Fair value
Notional or
contractual
amount

   Fair value
 
Notional or
contractual
amount

   Fair value
(in millions) 
Derivative
assets

 
Derivative
liabilities

 Derivative
assets

 Derivative
liabilities

 
Derivative
assets

 
Derivative
liabilities

 Derivative
assets

 Derivative
liabilities

Derivatives designated as hedging instruments                      
Interest rate contracts (1)$243,338
 2,589
 1,190
 235,222
 6,587
 2,710
$186,206
 2,559
 1,368
 177,511
 2,237
 636
Foreign exchange contracts (1)33,398
 1,219
 1,211
 25,861
 673
 2,779
33,439
 540
 1,162
 34,176
 573
 1,376
Total derivatives designated as qualifying hedging instruments  3,808
 2,401
   7,260
 5,489
  3,099
 2,530
   2,810
 2,012
Derivatives not designated as hedging instruments                      
Economic hedges:                      
Interest rate contracts (2)228,310
 219
 299
 228,051
 1,098
 1,441
255,760
 692
 290
 173,215
 849
 369
Equity contracts10,650
 640
 134
 7,964
 545
 83
17,374
 1,213
 658
 13,920
 1,362
 79
Foreign exchange contracts17,678
 66
 467
 20,435
 626
 165
20,829
 212
 85
 19,521
 225
 80
Credit contracts – protection purchased123
 52
 
 482
 102
 
220
 38
 
 100
 27
 
Subtotal  977
 900
   2,371
 1,689
  2,155
 1,033
   2,463
 528
Customer accommodation trading and           
other derivatives:           
Customer accommodation trading and other derivatives:           
Interest rate contracts6,717,492
 15,533
 14,144
 6,018,370
 57,583
 61,058
11,130,569
 22,302
 18,979
 9,162,821
 15,349
 15,303
Commodity contracts66,743
 1,574
 1,172
 65,532
 3,057
 2,551
72,255
 1,424
 1,936
 66,173
 1,588
 2,336
Equity contracts173,306
 6,156
 7,501
 151,675
 4,813
 6,029
246,045
 6,164
 8,520
 217,890
 6,183
 5,931
Foreign exchange contracts367,266
 7,487
 7,128
 318,999
 9,595
 9,798
353,918
 4,803
 5,021
 364,982
 5,916
 5,657
Credit contracts – protection sold9,754
 154
 219
 10,483
 85
 389
10,507
 15
 80
 11,741
 76
 182
Credit contracts – protection purchased20,263
 214
 257
 19,964
 365
 138
20,784
 88
 17
 20,880
 175
 98
Other contracts955
 
 26
 961
 
 47
Subtotal  31,118
 30,447
   75,498
 80,010
  34,796
 34,553
   29,287
 29,507
Total derivatives not designated as hedging instruments  32,095
 31,347
   77,869
 81,699
  36,951
 35,586
   31,750
 30,035
Total derivatives before netting  35,903
 33,748
   85,129
 87,188
  40,050
 38,116
   34,560
 32,047
Netting (3)  (23,323) (24,251)   (70,631) (72,696)  (26,888) (29,717)   (23,790) (23,548)
Total  $12,580
 9,497
   14,498
 14,492
  $13,162
 8,399
   10,770
 8,499
(1)
Notional amounts presented exclude $500 million and $1.9 billion of interest rateThe notional amount for foreign exchange contracts at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, excludes $10.0 billion and $11.2 billion, respectively, for certain derivatives that are combined for designation as a hedge on a single instrument. The notional amount for foreign exchange contracts at September 30, 2017, and December 31, 2016, excludes $13.3 billion and $9.6 billion, respectively, for certain derivatives that are combined for designation as a hedge on a single instrument.
(2)Includes economic hedge derivatives used to hedge the risk of changes in the fair value of residential MSRs, MHFS,MLHFS, loans, derivative loan commitments and other interests held.
(3)Represents balance sheet netting of derivative asset and liability balances, related cash collateral and portfolio level counterparty valuation adjustments. See Table 12.215.2 for further information.
Note 12: Derivatives (continued)


Table 12.215.2 provides information on the gross fair values of derivative assets and liabilities, the balance sheet netting adjustments and the resulting net fair value amount recorded on our balance sheet, as well as the non-cash collateral associated with such arrangements. We execute largelysubstantially all of our derivative transactions under master netting arrangements and reflect all derivative balances and related cash collateral subject to enforceable master netting arrangements on a net basis within the balance sheet. The “Gross amounts recognized” column in the following table includes $27.2$35.1 billion and $28.8$34.9 billion of gross derivative assets and liabilities, respectively, at SeptemberJune 30, 2017,2019, and $74.4$30.9 billion and $78.4$28.4 billion, respectively, at December 31, 2016,2018, with counterparties subject to enforceable master netting arrangements that are carried on the balance sheet net of offsetting amounts. The remaining gross derivative assets and liabilities of $8.7$5.0 billion and $4.9$3.2 billion, respectively, at SeptemberJune 30, 2017,2019, and $10.7$3.7 billion and $8.7$3.6 billion, respectively, at December 31, 2016,2018, include those with counterparties subject to master netting arrangements for which we have not assessed the enforceability because they are with counterparties where we do not currently have positions to offset, those subject to master netting arrangements where we have not been able to confirm the enforceability and those not subject to master netting arrangements. As such, we do not net derivative balances or collateral within the balance sheet for these counterparties.
We determine the balance sheet netting adjustments based on the terms specified within each master netting arrangement. We disclose the balance sheet netting amounts within the column titled “Gross amounts offset in consolidated balance sheet.” Balance sheet netting adjustments are determined at the counterparty level for which there may be multiple contract types. For disclosure purposes, we allocate these netting adjustments to the contract type for each counterparty proportionally based upon the “Gross amounts recognized” by counterparty. As a result, the net amounts disclosed by contract type may not represent the actual exposure upon settlement of the contracts.
 
We do not net non-cash collateral that we receive and pledge on the balance sheet. For disclosure purposes, we present the fair value of this non-cash collateral in the column titled “Gross amounts not offset in consolidated balance sheet (Disclosure-only netting)” within the table. We determine and allocate the Disclosure-only netting amounts in the same manner as balance sheet netting amounts.
The “Net amounts” column within Table 12.215.2 represents the aggregate of our net exposure to each counterparty after considering the balance sheet and Disclosure-only netting adjustments. We manage derivative exposure by monitoring the credit risk associated with each counterparty using counterparty specific credit risk limits, using master netting arrangements and obtaining collateral. Derivative contracts executed in over-the-counter markets include bilateral contractual arrangements that are not cleared through a central clearing organization but are typically subject to master netting arrangements. The percentage of our bilateral derivative transactions outstanding at period end in such markets, based on gross fair value, is provided within the following table. Other derivative contracts executed in over-the-counter or exchange-traded markets are settled through a central clearing organization and are excluded from this percentage. In addition to the netting amounts included in the table, we also have balance sheet netting related to resale and repurchase agreements that are disclosed within Note 1013 (Guarantees, Pledged Assets and Collateral)Collateral, and Other Commitments).

Note 15: Derivatives (continued)

Table 12.2:15.2:Gross Fair Values of Derivative Assets and Liabilities
(in millions)
Gross
amounts
recognized (1)

 
Gross amounts
offset in
consolidated
balance
sheet (1)(2)

 
Net amounts in
consolidated
balance
sheet

 
Gross amounts
not offset in
consolidated
balance sheet
(Disclosure-only
netting) (3)

 
Net
amounts

 
Percent
exchanged in
over-the-counter
market (1)(4)

Gross
amounts
recognized

 
Gross amounts
offset in
consolidated
balance
sheet (1)

 
Net amounts in
consolidated
balance
sheet

 
Gross amounts
not offset in
consolidated
balance sheet
(Disclosure-only
netting) (2)

 
Net
amounts

 
Percent
exchanged in
over-the-counter
market (3)

September 30, 2017           
June 30, 2019           
Derivative assets                      
Interest rate contracts$18,341
 (11,991) 6,350
 (313) 6,037
 99%$25,553
 (16,558) 8,995
 (313) 8,682
 95%
Commodity contracts1,574
 (672) 902
 (5) 897
 83
1,424
 (951) 473
 (1) 472
 73
Equity contracts6,796
 (4,149) 2,647
 (473) 2,174
 75
7,377
 (5,041) 2,336
 (34) 2,302
 71
Foreign exchange contracts8,772
 (6,306) 2,466
 (63) 2,403
 100
5,555
 (4,250) 1,305
 (8) 1,297
 100
Credit contracts – protection sold154
 (14) 140
 
 140
 10
15
 (9) 6
 
 6
 74
Credit contracts – protection purchased266
 (191) 75
 (1) 74
 94
126
 (79) 47
 (1) 46
 99
Total derivative assets$35,903
 (23,323) 12,580
 (855) 11,725
   $40,050
 (26,888) 13,162
 (357) 12,805
  
Derivative liabilities                      
Interest rate contracts$15,633
 (12,932) 2,701
 (1,567) 1,134
 99%$20,637
 (18,046) 2,591
 (848) 1,743
 95%
Commodity contracts1,172
 (361) 811
 (13) 798
 80
1,936
 (738) 1,198
 
 1,198
 81
Equity contracts7,635
 (3,708) 3,927
 (365) 3,562
 85
9,178
 (5,934) 3,244
 (214) 3,030
 84
Foreign exchange contracts8,806
 (7,049) 1,757
 (429) 1,328
 100
6,268
 (4,918) 1,350
 (197) 1,153
 100
Credit contracts – protection sold219
 (196) 23
 (17) 6
 89
80
 (75) 5
 (3) 2
 99
Credit contracts – protection purchased257
 (5) 252
 
 252
 7
17
 (6) 11
 
 11
 98
Other contracts26
 
 26
 
 26
 100
Total derivative liabilities$33,748
 (24,251) 9,497
 (2,391) 7,106
   $38,116
 (29,717) 8,399
 (1,262) 7,137
  
December 31, 2016           
December 31, 2018           
Derivative assets                      
Interest rate contracts$65,268
 (59,880) 5,388
 (987) 4,401
 34%$18,435
 (12,029) 6,406
 (80) 6,326
 90%
Commodity contracts3,057
 (707) 2,350
 (30) 2,320
 74
1,588
 (849) 739
 (4) 735
 57
Equity contracts5,358
 (3,018) 2,340
 (365) 1,975
 75
7,545
 (5,318) 2,227
 (755) 1,472
 78
Foreign exchange contracts10,894
 (6,663) 4,231
 (362) 3,869
 97
6,714
 (5,355) 1,359
 (35) 1,324
 100
Credit contracts – protection sold85
 (48) 37
 
 37
 61
76
 (73) 3
 
 3
 12
Credit contracts – protection purchased467
 (315) 152
 (1) 151
 98
202
 (166) 36
 (1) 35
 78
Total derivative assets$85,129
 (70,631) 14,498
 (1,745) 12,753
   $34,560
 (23,790) 10,770
 (875) 9,895
  
Derivative liabilities                      
Interest rate contracts$65,209
 (58,956) 6,253
 (3,129) 3,124
 30%$16,308
 (13,152) 3,156
 (567) 2,589
 92%
Commodity contracts2,551
 (402) 2,149
 (37) 2,112
 38
2,336
 (727) 1,609
 (8) 1,601
 85
Equity contracts6,112
 (2,433) 3,679
 (331) 3,348
 85
6,010
 (3,877) 2,133
 (110) 2,023
 75
Foreign exchange contracts12,742
 (10,572) 2,170
 (251) 1,919
 100
7,113
 (5,522) 1,591
 (188) 1,403
 100
Credit contracts – protection sold389
 (295) 94
 (44) 50
 98
182
 (180) 2
 (2) 
 67
Credit contracts – protection purchased138
 (38) 100
 (2) 98
 50
98
 (90) 8
 
 8
 11
Other contracts47
 
 47
 
 47
 100
Total derivative liabilities$87,188
 (72,696) 14,492
 (3,794) 10,698
   $32,047
 (23,548) 8,499
 (875) 7,624
  
(1)
Insecond quarter,2017, we adopted Settlement to Market treatment for the cash collateralizing our interest rate derivative contracts with certain centrally cleared counterparties.As a result of this adoption, the “gross amounts recognized” and “gross amounts offset in the consolidated balance sheet” columns do not include exposure with certain centrally cleared counterparties because the contracts are considered settled by the collateral. Likewise, what remains in these gross amount columns consists primarily of over-the-counter (OTC) market contracts for most of the contract types as reflected by the high percentage of OTC contracts in the “percent exchanged in over-the counter market” column as of September 30, 2017.
(2)
Represents amounts with counterparties subject to enforceable master netting arrangements that have been offset in the consolidated balance sheet, including related cash collateral and portfolio level counterparty valuation adjustments. Counterparty valuation adjustments were $273$301 million and $348$353 million related to derivative assets and $98$92 million and $114$152 million related to derivative liabilities at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively. Cash collateral totaled $3.1$3.6 billion and $4.2$6.6 billion,, netted against derivative assets and liabilities, respectively, at SeptemberJune 30, 2017,2019, and $4.8$3.7 billion and $7.1$3.6 billion,, respectively, at December 31, 2016.
2018.
(3)(2)Represents the fair value of non-cash collateral pledged and received against derivative assets and liabilities with the same counterparty that are subject to enforceable master netting arrangements. U.S. GAAP does not permit netting of such non-cash collateral balances in the consolidated balance sheet but requires disclosure of these amounts.
(4)(3)Represents derivatives executed in over-the-counter markets that are not settled through a central clearing organization. Over-the-counter percentages are calculated based on gross amounts recognized as of the respective balance sheet date. The remaining percentage represents derivatives settled through a central clearing organization, which are executed in either over-the-counter or exchange-traded markets.


Note 12: Derivatives (continued)

Fair Value and Cash Flow Hedges
For fair value hedges, we use interest rate swaps to convert certain of our fixed-rate long-term debt and time certificates of deposit to floating rates to hedge our exposure to interest rate risk. We also enter into cross-currency swaps, cross-currency interest rate swaps and forward contracts to hedge our exposure to foreign currency risk and interest rate risk associated with the issuance of non-U.S. dollar denominated long-term debt. In addition, we use derivativesinterest rate swaps, cross-currency swaps, cross-currency interest rate swaps and forward contracts to hedge against changes in fair value of certain financial instruments, includinginvestments in available-for-sale debt securities mortgagesdue to changes in interest rates, foreign currency rates, or both. We also use interest rate swaps to hedge
against changes in fair value for certain mortgage loans held for sale,sale.
For cash flow hedges, we use interest rate swaps to hedge the variability in interest payments received on certain floating-rate commercial loans and long-term debt.paid on certain floating-rate debt due to changes in the contractually specified interest rate.
We estimate $247 million pre-tax of deferred net losses related to cash flow hedges in OCI at June 30, 2019, will be reclassified into net interest income during the next twelve months. The deferred losses expected to be reclassified into net interest income are predominantly related to discontinued hedges of floating rate loans. For cash flow hedges as of June 30, 2019, we are hedging the variability of future cash flows for a maximum of 7 years. For more information on fair value our accounting

hedges, see Note 1 (Summary of Significant Accounting Policies) and Note 16 (Derivatives) to Financial Statements in our 20162018 Form 10-K.
Table 12.315.3 shows the net gains (losses) recognized in the income statement related to derivatives in fair value and cash flow hedging relationships.
Table 12.3:Derivatives15.3:Gains (Losses) Recognized in Consolidated Statement of Income on Fair Value and Cash Flow Hedging Relationships
 Net interest income  Noninterest income
 
(in millions)Debt securities
Loans
Mortgage loans held for sale
Deposits
Long-term debt
 Other
Total
Quarter ended June 30, 2019        
Total amounts presented in the consolidated statement of income$3,781
11,316
195
(2,213)(1,900) 744
11,923
         
Gains (losses) on fair value hedging relationships        
Interest contracts        
Amounts related to interest settlements on derivatives (1)14


(7)7
 
14
Recognized on derivatives(1,089)
(25)351
2,947
 
2,184
Recognized on hedged items1,096

24
(343)(2,890) 
(2,113)
Foreign exchange contracts        
Amounts related to interest settlements on derivatives (1)(2)10



(128) 
(118)
Recognized on derivatives (3)(5)


205
 326
526
Recognized on hedged items4



(186) (315)(497)
Net income (expense) recognized on fair value hedges30

(1)1
(45) 11
(4)
         
Gains (losses) on cash flow hedging relationships        
Interest contracts        
Realized gains (losses) (pre-tax) reclassified from cumulative OCI into net income (4)
(77)

1
 
(76)
Foreign exchange contracts        
Realized gains (losses) (pre-tax) reclassified from cumulative OCI into net income (4)$



(3) 
(3)
Net income (expense) recognized on cash flow hedges$
(77)

(2) 
(79)
Six months ended June 30, 2019        
Total amounts presented in the consolidated statement of income$7,722
22,670
347
(4,239)(3,827) 1,318
23,991
         
Gains (losses) on fair value hedging relationships:        
Interest contracts        
Amounts related to interest settlements on derivatives (1)30


(30)
 

Recognized on derivatives(1,903)
(33)558
4,933
 
3,555
Recognized on hedged items1,913

31
(533)(4,837) 
(3,426)
Foreign exchange contracts        
Amounts related to interest settlements on derivatives (1)(2)20



(270) 
(250)
Recognized on derivatives (3)(9)


497
 (76)412
Recognized on hedged items9



(452) 76
(367)
Net income (expense) recognized on fair value hedges60

(2)(5)(129) 
(76)
         
Gains (losses) on cash flow hedging relationships:        
Interest contracts        
Realized gains (losses) (pre-tax) reclassified from cumulative OCI into net income (4)
(155)

1
 
(154)
Foreign exchange contracts        
Realized gains (losses) (pre-tax) reclassified from cumulative OCI into net income (4)



(4) 
(4)
Net income (expense) recognized on cash flow hedges$
(155)

(3)

(158)

(continued on following page)
Note 15: Derivatives (continued)

 
Interest rate
contracts hedging:
  
Foreign exchange
contracts hedging:
  
Total net
gains
(losses)
on fair
value
hedges

(in millions)
Available-
for-sale
securities

 
Mortgages
held for
sale

 
Long-term
debt

 
Available-
for-sale
securities

 
Long-term
debt

 
Quarter ended September 30, 2017  
   
   
   
   
   
Net interest income (expense) recognized on derivatives$(110) (1) 271
 4
 (60) 104
Gains (losses) recorded in noninterest income          
      
Recognized on derivatives(6) 
 (161) (87) 996
 742
Recognized on hedged item(6) (2) 173
 86
 (878) (627)
Net recognized on fair value hedges (ineffective portion) (1) $(12) (2) 12
 (1) 118
 115
Quarter ended September 30, 2016  
   
   
   
   
   
Net interest income (expense) recognized on derivatives$(117) (1) 471
 2
 9
 364
Gains (losses) recorded in noninterest income  
   
   
   
      
Recognized on derivatives21
 6
 (271) 30
 312
 98
Recognized on hedged item(10) (7) 354
 (32) (234) 71
Net recognized on fair value hedges (ineffective portion) (1)$11
 (1) 83
 (2) 78
 169
Nine months ended September 30, 2017  
   
   
   
   
   
Net interest income (expense) recognized on derivatives (1)$(363) (5) 1,070
 10
 (142) 570
Gains (losses) recorded in noninterest income           
      
Recognized on derivatives(167) (11) (294) (216) 2,579
 1,891
Recognized on hedged item121
 4
 314
 216
 (2,554) (1,899)
Net recognized on fair value hedges (ineffective portion)$(46)
(7)
20



25
 (8)
Nine months ended September 30, 2016  
   
   
   
   
   
Net interest income (expense) recognized on derivatives (1)$(468) (5) 1,436
 4
 40
 1,007
Gains (losses) recorded in noninterest income  
   
   
   
      
Recognized on derivatives(2,674) (36) 4,815
 98
 1,475
 3,678
Recognized on hedged item2,699
 32
 (4,215) (106) (1,242) (2,832)
Net recognized on fair value hedges (ineffective portion)$25
 (4) 600
 (8) 233
 846
(continued from previous page)        
 Net interest income  Noninterest income
 
(in millions)Debt securities
Loans
Mortgage loans held for sale
Deposits
Long-term debt
 Other
Total
Quarter ended June 30, 2018        
Total amounts presented in the consolidated statement of income$3,594
10,912
198
(1,268)(1,658) 485
12,263
         
Gains (losses) on fair value hedging relationships:        
Interest contracts        
Amounts related to interest settlements on derivatives (1)(42)
(1)(20)81
 
18
Recognized on derivatives356

5
(41)(819) 
(499)
Recognized on hedged items(352)
(7)31
780
 
452
Foreign exchange contracts        
Amounts related to interest settlements on derivatives (1)(2)10



(102) 
(92)
Recognized on derivatives (3)2



97
 (1,410)(1,311)
Recognized on hedged items1



(82) 1,308
1,227
         Net income (expense) recognized on fair value hedges(25)
(3)(30)(45) (102)(205)
         
Gains (losses) on cash flow hedging relationships:        
Interest contracts        
Realized gains (losses) (pre-tax) reclassified from cumulative OCI into net income (4)
(77)


 
(77)
Foreign exchange contracts        
Realized gains (losses) (pre-tax) reclassified from cumulative OCI into net income (4)




 

Net income (expense) recognized on cash flow hedges$
(77)


 
(77)
Six months ended June 30, 2018        
Total amounts presented in the consolidated statement of income$7,008
21,491
377
(2,358)(3,234) 1,087
24,371
         
Gains (losses) on fair value hedging relationships:        
Interest contracts        
Amounts related to interest settlements on derivatives (1)(124)
(2)(25)252
 
101
Recognized on derivatives1,306
1
11
(190)(3,212) 
(2,084)
Recognized on hedged items(1,320)(1)(15)172
3,114
 
1,950
Foreign exchange contracts        
Amounts related to interest settlements on derivatives (1)(2)15



(182) 
(167)
Recognized on derivatives (3)6



(74) (750)(818)
Recognized on hedged items(2)


27
 681
706
         Net income (expense) recognized on fair value hedges(119)
(6)(43)(75) (69)(312)
         
Gains (losses) on cash flow hedging relationships:        
Interest contracts        
Realized gains (losses) (pre-tax) reclassified from cumulative OCI into net income (4)
(137)


 
(137)
Foreign exchange contracts        
Realized gains (losses) (pre-tax) reclassified from cumulative OCI into net income (4)




 

Net income (expense) recognized on cash flow hedges$
(137)


 
(137)
(1)
Includes changes in fair value due to the passage of time associated with the non-zero fair value amount at hedge inception.
(2)The thirdsecond quarter and first nine monthshalf of 20172019 included $(1)$7 million and $(2)$14 million,, respectively, and the thirdsecond quarter and first nine monthshalf of 20162018 both included $(3)$2 million and $(10) million, respectively, of the time value component recognized as net interest income (expense) on forward derivatives hedging foreign currency debt securities and long-term debt that were excluded from the assessment of hedge effectiveness.
(3)For certain fair value hedges of foreign currency risk, changes in fair value of cross-currency swaps attributable to changes in cross-currency basis spreads are excluded from the assessment of hedge effectiveness and recorded in other comprehensive income. See Note 21 (Other Comprehensive Income) for the amounts recognized in other comprehensive income.
(4)See Note 21 (Other Comprehensive Income) for details of amounts reclassified to net income.

Cash Flow Hedges
We use derivativesTable 15.4 shows the carrying amount and associated cumulative basis adjustment related to the application of hedge certain financial instruments against future interest rate increases and to limit the variability of cash flows on certain financial instruments due to changesaccounting that is included in the benchmark interest rate. For more information on cash flow hedges, see Note 1 (Summarycarrying amount of Significant Accounting Policies)hedged assets and Note 16 (Derivatives) to Financial Statementsliabilities in our 2016 Form 10-K.
Based upon current interest rates, we estimate that $224 million (pre tax) of deferred net gains on derivatives in OCIfair value hedging relationships.
 
at September 30, 2017, will be reclassified into net interest income during the next twelve months. Future changes to interest rates may significantly change actual amounts reclassified to earnings. We are hedging our exposure to the variability of future cash flows for all forecasted transactions for a maximum of 5 years.
Table 12.4 shows the net gains (losses) recognized related to derivatives in cash flow hedging relationships.

Table 12.4:Derivatives15.4:Hedged Items in Cash FlowFair Value Hedging RelationshipsRelationship
 Quarter ended Sep 30,  Nine months ended Sep 30, 
(in millions)2017
 2016
 2017
 2016
Gains (losses) (pre tax) recognized in OCI on derivatives$36
 (445) 279
 2,611
Gains (pre tax) reclassified from cumulative OCI into net income (1)105
 262
 460
 783
Gains (losses) (pre tax) recognized in noninterest income for hedge ineffectiveness (2)(4) 
 (7) 1
 Hedged Items Currently Designated  Hedged Items No Longer Designated (1) 
(in millions)Carrying Amount of Assets/(Liabilities) (2)(4)
Hedge Accounting Basis Adjustment
Assets/(Liabilities) (3)

 Carrying Amount of Assets/(Liabilities) (4)
Hedge Accounting Basis Adjustment
Assets/(Liabilities)

June 30, 2019     
Available-for-sale debt securities (5)$39,478
1,226
 5,704
110
Mortgage loans held for sale852
16
 388
4
Deposits(56,584)(425) 

Long-term debt(115,922)(5,999) (25,638)270
December 31, 2018     
Available-for-sale debt securities (5)37,857
(157) 4,938
238
Mortgage loans held for sale448
7
 

Deposits(56,535)115
 

Long-term debt(104,341)(742) (25,539)366
(1)See Note 17 (Other Comprehensive Income)Represents hedged items no longer designated in qualifying fair value hedging relationships for detail on components of net income.which an associated basis adjustment exists at the balance sheet date.
(2)NoneDoes not include the carrying amount of hedged items where only foreign currency risk is the designated hedged risk. The carrying amount excluded $1.5 billion for debt securities and $(5.7) billion for long-term debt as of June 30, 2019, and $1.6 billion for debt securities and $(6.3) billion for long-term debt as of December 31, 2018.
(3)The balance includes $828 million and $99 million of debt securities and long-term debt cumulative basis adjustments, respectively, as of June 30, 2019, and $1.4 billion and $66 million of debt securities and long-term debt cumulative basis adjustments,respectively, as of December 31, 2018, on terminated hedges whereby the hedged items have subsequently been re-designated into existing hedges.
(4)Represents the full carrying amount of the change in valuehedged asset or liability item as of the derivativesbalance sheet date, except for circumstances in which only a portion of the asset or liability was excluded fromdesignated as the assessment of hedge effectiveness. hedged item in which case only the portion designated is presented.

(5)Carrying amount represents the amortized cost.
Derivatives Not Designated as Hedging Instruments
We use economic hedges primarilyhedge derivatives to hedge the risk of changes in the fair value of certain residential MHFS,MLHFS, residential MSRs measured at fair value, loans, derivative loan commitments and other interests held. We also use economic hedge derivatives to mitigate the periodic earnings volatility caused by ineffectivenessmismatches between the changes in fair value of the hedged item and hedging instrument recognized on our fair value accounting hedges. The resulting gain or loss on these economic hedge derivatives is reflected in mortgage banking noninterest income, net gains (losses) from equity investments and other noninterest income.
The derivatives used to hedge MSRs measured at fair value, resulted in net derivative gains (losses) of $240 million$1.2 billion and $599 million$2.1 billion in the thirdsecond quarter and first nine monthshalf of 2017,2019, respectively, and $142$(319) million and $2.6$(1.5) billion in the thirdsecond quarter and first nine monthshalf of 2016,2018, respectively, which are included in mortgage banking noninterest income. The aggregate fair value of these derivatives was a net liabilityasset of $9$602 million at SeptemberJune 30, 2017,2019, and net liabilityasset of $617$757 million at
December 31, 2016.2018. The change in fair value of these derivatives for each period end is due to changes in the underlying market indices and interest rates as well as the purchase and sale of derivative financial instruments throughout the period as part of our dynamic MSR risk management process.
Interest rate lock
Loan commitments for mortgage loans that we intend to sell are considered derivatives. The aggregate fair value of derivative loan commitments on the balance sheet was a net assetpositive fair value of $25 million and net liability of $6$94 million at SeptemberJune 30, 2017,2019 and a net positive fair value of $60 million at December 31, 2016, respectively,2018, and is included in the caption “Interest rate contracts” under “Customer accommodation trading and other derivatives” in Table 12.115.1 in this Note.
For more information on economic hedges and other derivatives, see Note 16 (Derivatives) to Financial Statements in our 20162018 Form 10-K. Table 12.515.5 shows the net gains (losses) recognized in theby income statement lines, related to derivatives not designated as hedging instruments.
 
Note 15: Derivatives (continued)

Table 12.5:15.5:Gains (Losses) on Derivatives Not Designated as Hedging Instruments
 Quarter ended Sep 30,  Nine months ended Sep 30, 
(in millions)2017
 2016
 2017
 2016
Net gains (losses) recognized on economic hedges derivatives:       
Interest rate contracts
Recognized in noninterest income:
       
Mortgage banking (1)$138
 4
 480
 1,435
Other (2)(19) (56) (64) (308)
Equity contracts (3)(489) (372) (1,175) (84)
Foreign exchange contracts (2)(300) 175
 (834) 504
Credit contracts (2)(6) 12
 8
 12
Subtotal (4)(676) (237) (1,585) 1,559
Net gains (losses) recognized on customer accommodation trading and other derivatives:       
Interest rate contracts
Recognized in noninterest income:
       
Mortgage banking (5)152
 510
 599
 1,485
Other (6)17
 210
 80
 (520)
Commodity contracts (6)63
 45
 138
 162
Equity contracts (6)(851) (982) (2,525) (1,277)
Foreign exchange contracts (6)155
 188
 356
 686
Credit contracts (6)(31) (25) (59) (66)
Other (2)8
 15
 22
 (15)
Subtotal(487) (39) (1,389) 455
Net gains (losses) recognized related to derivatives not designated as hedging instruments$(1,163) (276) (2,974) 2,014
 Noninterest income 
(in millions)Mortgage banking
Net gains (losses) from equity securities
Net gains (losses) from trading activities
Other
Total
Quarter ended June 30, 2019     
Net gains (losses) recognized on economic hedges derivatives:     
Interest contracts (1)$872


2
874
Equity contracts
(658)
(7)(665)
Foreign exchange contracts


164
164
Credit contracts


(5)(5)
Subtotal (2)872
(658)
154
368
Net gains (losses) recognized on customer accommodation trading and other derivatives:     
Interest contracts (3)179

(222)
(43)
Commodity contracts

27

27
Equity contracts

(1,110)(133)(1,243)
Foreign exchange contracts

(83)
(83)
Credit contracts

(16)
(16)
Subtotal179

(1,404)(133)(1,358)
Net gains (losses) recognized related to derivatives not designated as hedging instruments$1,051
(658)(1,404)21
(990)
Six months ended June 30, 2019     
Net gains (losses) recognized on economic hedges derivatives:     
Interest contracts (1)$1,683


7
1,690
Equity contracts
(1,543)

(1,543)
Foreign exchange contracts


140
140
Credit contracts


10
10
Subtotal (2)1,683
(1,543)
157
297
Net gains (losses) recognized on customer accommodation trading and other derivatives:     
Interest contracts (3)297

(506)
(209)
Commodity contracts

78

78
Equity contracts

(3,259)(406)(3,665)
Foreign exchange contracts

(69)
(69)
Credit contracts

(60)
(60)
Subtotal297

(3,816)(406)(3,925)
Net gains (losses) recognized related to derivatives not designated as hedging instruments$1,980
(1,543)(3,816)(249)(3,628)

(continued on following page)

(continued from previous page) 
 Noninterest income 
(in millions)Mortgage banking
Net gains (losses) from equity securities
Net gains (losses) from trading activities
Other
Total
Quarter ended June 30, 2018     
Net gains (losses) recognized on economic hedges derivatives:     
Interest contracts (1)$(185)

(3)(188)
Equity contracts
(540)
5
(535)
Foreign exchange contracts


486
486
Credit contracts


(10)(10)
Subtotal (2)(185)(540)
478
(247)
Net gains (losses) recognized on customer accommodation trading and other derivatives:     
Interest contracts (3)(46)
182

136
Commodity contracts

35

35
Equity contracts

655
(71)584
Foreign exchange contracts

91

91
Credit contracts

(4)
(4)
Subtotal(46)
959
(71)842
Net gains (losses) recognized related to derivatives not designated as hedging instruments$(231)(540)959
407
595
Six months ended June 30, 2018     
Net gains (losses) recognized on economic hedges derivatives:     
Interest contracts (1)$(780)

6
(774)
Equity contracts
(598)
5
(593)
Foreign exchange contracts


327
327
Credit contracts


(6)(6)
Subtotal (2)(780)(598)
332
(1,046)
Net gains (losses) recognized on customer accommodation trading and other derivatives:     
Interest contracts (3)(305)
567

262
Commodity contracts

74

74
Equity contracts

1,114
(266)848
Foreign exchange contracts

401

401
Credit contracts

6

6
Subtotal(305)
2,162
(266)1,591
Net gains (losses) recognized related to derivatives not designated as hedging instruments$(1,085)(598)2,162
66
545
(1)Reflected in mortgageMortgage banking noninterest income includingamounts for the second quarter and first half of 2019 are comprised of gains (losses) on theof $1.2 billion and $2.1 billion, respectively, related to derivatives used as economic hedges of MSRs measured at fair value interest rate lock commitmentsoffset by gains (losses) of $(283) million and mortgages$(434) million related to derivatives used as economic hedges of mortgage loans held for sale.sale and derivative loan commitments. The corresponding amounts for the second quarter and first half of 2018 are comprised of gains (losses) of $(319) million and $(1.5) billion offset by gains (losses) of $134 million and $759 million, respectively.
(2)Included in other noninterest income.Includes hedging gains (losses) of $(18) million and $(36) million for the second quarter and first half of 2019, respectively, and $8 million and $36 million for the second quarter and first half of 2018, respectively, which partially offset hedge accounting ineffectiveness.
(3)Included in net gains from equity investments and other noninterest income.
(4)
Includes hedging gains (losses) of $(18) million and $(64) million for the third quarter and first nine months of 2017, respectively, and $(29) million and $(272) million for the third quarter and first nine months of 2016, respectively, which partially offset hedge accounting ineffectiveness.
(5)ReflectedAmounts presented in mortgage banking noninterest income includingare gains (losses) on interest rate lock commitments and net gains from trading activities in noninterest income.
(6)Included in net gains from trading activities in noninterest income.derivative loan commitments.


Note 12:15: Derivatives (continued)


Credit Derivatives
Credit derivative contracts are arrangements whose value is derived from the transfer of credit risk of a reference asset or entity from one party (the purchaser of credit protection) to another party (the seller of credit protection). We use credit derivatives to assist customers with their risk management objectives. We may also use credit derivatives in structured product transactions or liquidity agreements written to special purpose vehicles. The maximum exposure of sold credit derivatives is managed through posted collateral, purchased credit derivatives and similar products in order to achieve our desired credit risk profile. This credit risk management provides
an ability to recover a significant portion of any amounts that would be paid under the sold credit derivatives. We would be
required to perform under sold credit derivatives in the event of default by the referenced obligors. Events of default include events such as bankruptcy, capital restructuring or lack of principal and/or interest payment. In certain cases, other triggers may exist, such as the credit downgrade of the referenced obligors or the inability of the special purpose vehicle for which we have provided liquidity to obtain funding.
Table 12.615.6 provides details of sold and purchased credit derivatives.
Table 12.6:15.6:Sold and Purchased Credit Derivatives
  Notional amount      Notional amount  
(in millions)
Fair value
liability

 
Protection
sold (A)

 
Protection
sold –
non-
investment
grade

 
Protection
purchased
with
identical
underlyings (B)

 
Net
protection
sold
(A) - (B)

 
Other
protection
purchased

 
Range of
maturities
Fair value
liability

 
Protection
sold (A)

 
Protection
sold –
non-
investment
grade

 
Protection
purchased
with
identical
underlyings (B)

 
Net
protection
sold
(A) - (B)

 
Other
protection
purchased

 
Range of
maturities
September 30, 2017            
June 30, 2019            
Credit default swaps on:                        
Corporate bonds$26
 1,932
 535
 1,255
 677
 1,379
 2017 - 2027$1
 1,995
 472
 1,362
 633
 2,021
 2019 - 2029
Structured products91
 210
 205
 184
 26
 140
 2020 - 204731
 138
 133
 109
 29
 113
 2022 - 2047
Credit protection on:                          
Default swap index
 3,553
 537
 62
 3,491
 5,665
 2017 - 2027
 1,897
 194
 163
 1,734
 3,923
 2019 - 2029
Commercial mortgage-backed securities index92
 441
 
 410
 31
 146
 2047 - 205838
 342
 87
 316
 26
 51
 2047 - 2058
Asset-backed securities index9
 42
 
 38
 4
 5
 2045 - 20468
 41
 41
 41
 
 1
 2045 - 2046
Other1
 3,576
 3,576
 
 3,576
 11,102
 2017 - 20282
 6,094
 5,796
 
 6,094
 12,904
 2019 - 2048
Total credit derivatives$219
 9,754
 4,853
 1,949
 7,805
 18,437
 $80
 10,507
 6,723
 1,991
 8,516
 19,013
 
December 31, 2016            
December 31, 2018            
Credit default swaps on:                        
Corporate bonds$22
 4,324
 1,704
 3,060
 1,264
 1,804
 2017 - 2026$59
 2,037
 441
 1,374
 663
 1,460
 2019 - 2027
Structured products193
 405
 333
 295
 110
 79
 2020 - 204762
 133
 128
 121
 12
 113
 2022 - 2047
Credit protection on:                        
Default swap index
 1,515
 257
 139
 1,376
 3,668
 2017 - 20211
 3,618
 582
 1,998
 1,620
 2,896
 2019 - 2028
Commercial mortgage-backed securities index156
 627
 
 584
 43
 71
 2047 - 205849
 389
 109
 363
 26
 51
 2047 - 2058
Asset-backed securities index17
 45
 
 40
 5
 187
 2045 - 20469
 42
 42
 42
 
 1
 2045 - 2046
Other1
 3,567
 3,568
 
 3,567
 10,519
 2017 - 20472
 5,522
 5,327
 
 5,522
 12,561
 2018 - 2048
Total credit derivatives$389
 10,483
 5,862
 4,118
 6,365
 16,328
 $182
 11,741
 6,629
 3,898
 7,843
 17,082
 


Protection sold represents the estimated maximum exposure to loss that would be incurred under an assumed hypothetical circumstance, where the value of our interests and any associated collateral declines to zero, without any consideration of recovery or offset from any economic hedges. We believe this hypothetical circumstance to be a remote possibility and accordingly, this required disclosure is not an indication of expected loss. The amounts under non-investment grade represent the notional amounts of those credit derivatives on which we have a higher risk of being required to perform under the terms of the credit derivative and are a function of the underlying assets.
 
We consider the risk of performance to be high if the underlying assets under the credit derivative have an external rating that is below investment grade or an internal credit default grade that is equivalent thereto. We believe the net protection sold, which is representative of the net notional amount of protection sold and purchased with identical underlyings, in combination with other protection purchased, is more representative of our exposure to loss than either non-investment grade or protection sold. Other protection purchased represents additional protection, which may offset the exposure to loss for protection sold, that was not purchased with an identical underlying of the protection sold.




Credit-Risk Contingent Features
Certain of our derivative contracts contain provisions whereby if the credit rating of our debt were to be downgraded by certain major credit rating agencies, the counterparty could demand additional collateral or require termination or replacement of derivative instruments in a net liability position. The aggregate fair value of all derivative instruments with such credit-risk-related contingent features that are in a net liability position was $9.2$10.7 billion at SeptemberJune 30, 2017,2019, and $12.8$7.4 billion at December 31, 2016,2018, for which we posted $8.0$9.2 billion and $8.9$5.6 billion, respectively, in collateral in the normal course of business. A credit rating below investment grade is the credit-risk-related contingent feature that if triggered requires the maximum amount of collateral to be posted. If the credit rating of our debt had been downgraded below investment grade, on SeptemberJune 30, 2017,2019, or December 31, 2016,2018, we would have been required to post additional collateral of $1.2$1.5 billion or $4.0$1.8 billion, respectively, or potentially settle the contract in an amount equal to its fair value. Some contracts require that we provide more collateral than the fair value of derivatives that are in a net liability position if a downgrade occurs.

 
Counterparty Credit Risk
By using derivatives, we are exposed to counterparty credit risk if counterparties to the derivative contracts do not perform as expected. If a counterparty fails to perform, our counterparty credit risk is equal to the amount reported as a derivative asset on our balance sheet. The amounts reported as a derivative asset are derivative contracts in a gain position, and to the extent subject to legally enforceable master netting arrangements, net of derivatives in a loss position with the same counterparty and cash collateral received. We minimize counterparty credit risk through credit approvals, limits, monitoring procedures, executing master netting arrangements and obtaining collateral, where appropriate. To the extent the master netting arrangements and other criteria meet the applicable requirements, including determining the legal enforceability of the arrangement, it is our policy to present derivative balances and related cash collateral amounts net on the balance sheet. We incorporate credit valuation adjustments (CVA) to reflect counterparty credit risk in determining the fair value of our derivatives. Such adjustments, which consider the effects of enforceable master netting agreements and collateral arrangements, reflect market-based views of the credit quality of each counterparty. Our CVA calculation is determined based on observed credit spreads in the credit default swap market and indices indicative of the credit quality of the counterparties to our derivatives.

Note 13:16: Fair Values of Assets and Liabilities (continued)


Note 13:16: Fair Values of Assets and Liabilities


We use fair value measurements to record fair value adjustments to certain assets and liabilities and to determine fair value disclosures. Assets and liabilities recorded at fair value on a recurring basis are presented in Table 13.216.2 in this Note. From time to time, we may be required to record fair value adjustments on a nonrecurring basis. These nonrecurring fair value adjustments typically involve application of LOCOM accounting, measurement alternative accounting for nonmarketable equity securities or write-downs of individual assets. Assets recorded on a nonrecurring basis are presented in Table 13.1416.13 in this Note.
See Note 1 (Summary of Significant Accounting Policies) to Financial Statements in our 20162018 Form 10-K for discussion of how we determine fair value. For descriptions of the valuation methodologies we use for assets and liabilities recorded at fair value on a recurring or nonrecurring basis and for estimating fair value for financial instruments that are not recorded at fair value, see Note 1718 (Fair Values of Assets and Liabilities) to Financial Statements in our 20162018 Form 10-K.

FAIR VALUE HIERARCHY  We group our assets and liabilities measured at fair value in three levels based on the markets in which the assets and liabilities are traded and the reliability of the assumptions used to determine fair value. These levels are:
Level 1 – Valuation is based upon quoted prices for identical instruments traded in active markets.
Level 2 – Valuation is based upon quoted prices for similar instruments in active markets, quoted prices for identical or similar instruments in markets that are not active, and model-based valuation techniques for which all significant assumptions are observable in the market.
Level 3 – Valuation is generated from techniques that use significant assumptions that are not observable in the market. These unobservable assumptions reflect estimates of assumptions that market participants would use in pricing the asset or liability. Valuation techniques include use of option pricing models, discounted cash flow models and similar techniques.
In accordance with new accounting guidance that we adopted effective January 1, 2016, weWe do not classify an investmentequity security in the fair value hierarchy if we use the non-published net asset value (NAV) per share (or its equivalent) that has been communicated to us as an investor as a practical expedient to measure fair value. We generally use NAV per share as the fair value measurement for certain nonmarketable equity fund investments. This guidance was required to be applied retrospectively. Accordingly, certain prior period fair value disclosures have been revised to conform with current period presentation. Marketable equity investmentssecurities with published NAVs continue to be classified in the fair value hierarchy.

Fair Value Measurements from Vendors
For certain assets and liabilities, we obtain fair value measurements from vendors, which predominantly consist of third-party pricing services, and record the unadjusted fair value in our financial statements. For additional information, see Note 1718 (Fair Values of Assets and Liabilities) to Financial Statements in our 2016 2018
Form 10-K. Table 13.1.16.1 presents unadjusted fair value measurements provided by brokers or third-party pricing services by fair value hierarchy level. Fair value measurements obtained from brokers or third-party pricing services that we have adjusted to determine the fair value recorded in our financial statements are excluded from Table 13.1.16.1.

Table 13.1:16.1:Fair Value Measurements by Brokers or Third-Party Pricing Services
  Brokers  Third-party pricing services 
(in millions)Level 1
 Level 2
 Level 3
 Level 1
 Level 2
 Level 3
September 30, 2017                 
Trading assets$
 
 
 674
 211
 
Available-for-sale securities:                 
Securities of U.S. Treasury and federal agencies
 
 
 3,400
 2,950
 
Securities of U.S. states and political subdivisions
 
 
 
 52,068
 50
Mortgage-backed securities
 37
 
 
 160,628
 76
Other debt securities (1)
 684
 1,146
 
 46,098
 22
Total debt securities
 721
 1,146
 3,400
 261,744
 148
Total marketable equity securities
 
 
 
 264
 
Total available-for-sale securities
 721
 1,146
 3,400
 262,008
 148
Derivatives assets
 
 
 19
 
 
Derivatives liabilities
 
 
 (16) 
 
Other liabilities (2)
 
 
 
 
 
December 31, 2016                 
Trading assets$
 
 
 899
 60
 
Available-for-sale securities:                 
Securities of U.S. Treasury and federal agencies
 
 
 22,870
 2,949
 
Securities of U.S. states and political subdivisions
 
 
 
 49,837
 208
Mortgage-backed securities
 171
 
 
 176,923
 92
Other debt securities (1)
 450
 968
 
 49,162
 54
Total debt securities
 621
 968
 22,870
 278,871
 354
Total marketable equity securities
 
 
 
 358
 
Total available-for-sale securities
 621
 968
 22,870
 279,229
 354
Derivatives assets
 
 
 22
 
 
Derivatives liabilities
 
 
 (109) (1) 
Other liabilities (2)
 
 
 
 
 
 Brokers  Third-party pricing services 
(in millions)Level 1
 Level 2
 Level 3
 Level 1
 Level 2
 Level 3
June 30, 2019           
Trading debt securities$
 
 
 534
 319
 
Available-for-sale debt securities:           
Securities of U.S. Treasury and federal agencies
 
 
 12,324
 2,995
 
Securities of U.S. states and political subdivisions
 
 
 
 44,642
 38
Mortgage-backed securities
 
 
 
 161,260
 41
Other debt securities (1)
 45
 130
 
 41,947
 663
Total available-for-sale debt securities
 45
 130
 12,324
 250,844
 742
Equity securities:           
Marketable
 
 
 
 160
 
Nonmarketable
 
 
 
 
 
Total equity securities
 
 
 
 160
 
Derivative assets
 
 
 12
 
 
Derivative liabilities
 
 
 (13) (2) 
Other liabilities (2)
 
 
 
 
 
December 31, 2018           
Trading debt securities$
 
 
 899
 256
 
Available-for-sale debt securities:           
Securities of U.S. Treasury and federal agencies
 
 
 10,399
 2,949
 
Securities of U.S. states and political subdivisions
 
 
 
 48,377
 43
Mortgage-backed securities
 
 
 
 160,162
 41
Other debt securities (1)
 45
 129
 
 44,292
 758
Total available-for-sale debt securities
 45
 129
 10,399
 255,780
 842
Equity securities:           
Marketable
 
 
 
 158
 
Nonmarketable
 
 
 
 1
 
Total equity securities
 
 
 
 159
 
Derivative assets
 
 
 17
 
 
Derivative liabilities
 
 
 (12) 
 
Other liabilities (2)
 
 
 
 
 
(1)Includes corporate debt securities, collateralized loan and other debt obligations, asset-backed securities, and other debt securities.
(2)Includes short sale liabilities and other liabilities.
Note 13:16: Fair Values of Assets and Liabilities (continued)


Assets and Liabilities Recorded at Fair Value on a Recurring Basis
 
Table 13.216.2 presents the balances of assets and liabilities recorded at fair value on a recurring basis.
Table 13.2:16.2:Fair Value on a Recurring Basis
(in millions)Level 1
 Level 2
 Level 3
 Netting
 Total
Level 1
 Level 2
 Level 3
 Netting (1)
Total
September 30, 2017         
Trading assets         
June 30, 2019       
Trading debt securities:       
Securities of U.S. Treasury and federal agencies$16,882
 3,012
 
  
  19,894
$15,010
 3,215
 
 
18,225
Securities of U.S. states and political subdivisions
 4,401
 3
  
  4,404

 3,314
 
 
3,314
Collateralized loan obligations
 359
 383
  
  742

 758
 249
 
1,007
Corporate debt securities
 11,098
 34
  
  11,132

 11,321
 44
 
11,365
Mortgage-backed securities
 23,966
 
  
 23,966

 35,186
 
 
35,186
Asset-backed securities
 799
 
  
 799

 1,084
 
 
1,084
Equity securities25,980
 270
 
 
 26,250
Total trading securities (1)42,862
 43,905
 420
 
 87,187
Other trading assets
 1,161
 56
  
 1,217
Total trading assets42,862
 45,066
 476
 
 88,404
Other trading debt securities
 13
 14
 
27
Total trading debt securities15,010
 54,891
 307
 
70,208
Available-for-sale debt securities:       
Securities of U.S. Treasury and federal agencies3,400
 2,950
 
  
 6,350
12,324
 2,995
 
 
15,319
Securities of U.S. states and political subdivisions
 52,068
 706
(2)
 52,774

 44,704
 391
 
45,095
Mortgage-backed securities:            
       
Federal agencies
 150,181
 
  
 150,181

 155,858
 
 
155,858
Residential
 6,393
 1
  
 6,394

 1,263
 
 
1,263
Commercial
 4,576
 76
  
 4,652

 4,139
 41
 
4,180
Total mortgage-backed securities
 161,150
 77
 
 161,227

 161,260
 41
 
161,301
Corporate debt securities56
 8,904
 380
  
 9,340
37
 5,810
 383
 
6,230
Collateralized loan and other debt obligations (3)
 34,594
 1,014
(2)
 35,608
Collateralized loan and other debt obligations (2)
 32,346
 649
 
32,995
Asset-backed securities:             
       
Automobile loans and leases
 544
 
 
 544

 889
 
 
889
Home equity loans
 283
 
  
 283

 14
 
 
14
Other asset-backed securities
 4,556
 635
(2)
 5,191

 3,792
 341
 
4,133
Total asset-backed securities
 5,383
 635
  
 6,018

 4,695
 341
 
5,036
Other debt securities
 
 
  
 

 7
 
 
7
Total debt securities3,456
 265,049
 2,812
  
 271,317
Marketable equity securities:             
Perpetual preferred securities155
 264
 
 
 419
Other marketable equity securities474
 
 
  
 474
Total marketable equity securities629
 264
 
 
 893
Total available-for-sale securities4,085
 265,313
 2,812
 
 272,210
Mortgages held for sale
 15,452
 1,032
  
 16,484
Total available-for-sale debt securities12,361
 251,817
 1,805
(3)
265,983
Mortgage loans held for sale
 15,228
 1,115
 
16,343
Loans held for sale
 1,106
 12
 
1,118
Loans
 
 410
  
  410

 
 202
 
202
Mortgage servicing rights (residential)
 
 13,338
  
  13,338

 
 12,096
 
12,096
Derivative assets:              
       
Interest rate contracts26
 18,143
 172
  
  18,341
45
 25,258
 250
 
25,553
Commodity contracts
 1,546
 28
  
  1,574

 1,404
 20
 
1,424
Equity contracts1,708
 3,867
 1,221
  
  6,796
2,162
 3,300
 1,915
 
7,377
Foreign exchange contracts19
 8,733
 20
  
  8,772
12
 5,522
 21
 
5,555
Credit contracts
 275
 145
  
  420

 62
 79
 
141
Netting
 
 
  (23,323)(4)(23,323)
 
 
 (26,888)(26,888)
Total derivative assets1,753
 32,564
 1,586
  (23,323) 12,580
2,219
 35,546
 2,285
 (26,888)13,162
Other assets – excluding nonmarketable equity investments at NAV
 50
 4,473
  
  4,523
Equity securities - excluding securities at NAV:       
Marketable28,447
 259
 
 
28,706
Nonmarketable
 16
 7,110
 
7,126
Total equity securities28,447
 275
 7,110
 
35,832
Total assets included in the fair value hierarchy$48,700
 358,445
 24,127
 (23,323) 407,949
$58,037

358,863

24,932

(26,888)414,944
Other assets – nonmarketable equity investments at NAV (5)

       
Equity securities at NAV (4)       118
Total assets recorded at fair value

 

   

 $407,949
       415,062
Derivative liabilities:              
       
Interest rate contracts$(18) (15,557) (58)  
  (15,633)$(55) (20,537) (45) 
(20,637)
Commodity contracts
 (1,156) (16)  
  (1,172)
 (1,887) (49) 
(1,936)
Equity contracts(1,125) (4,698) (1,812)  
  (7,635)(1,509) (5,526) (2,143) 
(9,178)
Foreign exchange contracts(16) (8,777) (13)  
  (8,806)(13) (6,224) (31) 
(6,268)
Credit contracts
 (384) (92)  
  (476)
 (63) (34) 
(97)
Other derivative contracts
 
 (26)  
  (26)
Netting
 
 
  24,251
(4)24,251

 
 
 29,717
29,717
Total derivative liabilities(1,159) (30,572) (2,017)  24,251
  (9,497)(1,577) (34,237) (2,302) 29,717
(8,399)
Short sale liabilities:              
       
Securities of U.S. Treasury and federal agencies(10,401) (728) 
  
  (11,129)(7,768) (230) 
 
(7,998)
Mortgage-backed securities
 (533) 
 
(533)
Asset-backed securities
 (10) 
 
(10)
Corporate debt securities
 (5,643) 
  
  (5,643)
 (4,887) 
 
(4,887)
Equity securities(2,283) (7) 
  
  (2,290)(2,527) 
 
 
(2,527)
Other securities
 (34) (3)  
  (37)
 
 
 

Total short sale liabilities(12,684) (6,412) (3)  
  (19,099)(10,295) (5,660) 
 
(15,955)
Other liabilities
 
 (3)  
  (3)
 
 (2) 
(2)
Total liabilities recorded at fair value$(13,843) (36,984) (2,023)  24,251
  (28,599)$(11,872) (39,897) (2,304) 29,717
(24,356)
(1)
Net gains (losses) from trading activities recognized in the income statementRepresents balance sheet netting of derivative asset and liability balances and related cash collateral. See Note 15 (Derivatives) for the first nine monthsSeptember 30,2017 and 2016 both include $1.4 billion in net unrealized gains (losses) on trading securities held at September 30, 2017 and 2016, respectively.
additional information.
(2)Balances consistIncludes collateralized debt obligations of $649 million.
(3)A significant portion of the balance consists of securities that are mostly investment grade based on ratings received from the ratings agencies or internal credit grades categorized as investment grade if external ratings are not available. The securities are classified as Level 3 due to limited market activity.
(3)
Includes collateralized debt obligations of $1.0 billion.
(4)Represents balance sheet netting of derivative asset and liability balances and related cash collateral. See Note 12 (Derivatives) for additional information.
(5)Consists of certain nonmarketable equity investmentssecurities that are measured at fair value using NAV per share (or its equivalent) as a practical expedient and are excluded from the fair value hierarchy.

(continued on following page)


(continued from previous page)
(in millions)
Level 1
 Level 2
 Level 3
 Netting
 Total
Level 1
 Level 2
 Level 3
 Netting (1)
Total
December 31, 2016         
Trading assets         
December 31, 2018       
Trading debt securities:       
Securities of U.S. Treasury and federal agencies $14,950
 2,710
 
 
 17,660
$20,525
 2,892
 
 
23,417
Securities of U.S. states and political subdivisions
 2,910
 3
 
 2,913

 3,272
 3
 
3,275
Collateralized loan obligations
 501
 309
 
 810

 673
 237
 
910
Corporate debt securities
 9,481
 34
 
 9,515

 10,723
 34
 
10,757
Mortgage-backed securities
 20,254
 
 
 20,254

 30,715
 
 
30,715
Asset-backed securities
 1,128
 
 
 1,128

 893
 
 
893
Equity securities 20,462
 290
 
 
 20,752
Total trading securities (1)35,412
 37,274
 346
 
 73,032
Other trading assets
 1,337
 28
 
 1,365
Total trading assets35,412
 38,611
 374
 
 74,397
Other trading debt securities
 6
 16
 
22
Total trading debt securities20,525
 49,174
 290
 
69,989
Available-for-sale debt securities:       
Securities of U.S. Treasury and federal agencies 22,870
 2,949
 
 
 25,819
10,399
 2,949
 
 
13,348
Securities of U.S. states and political subdivisions
 49,961
 1,140
(2)
 51,101

 48,820
 444
 
49,264
Mortgage-backed securities:              
       
Federal agencies
 161,230
 
  
 161,230

 153,203
 
 
153,203
Residential
 7,815
 1
  
 7,816

 2,775
 
 
2,775
Commercial
 8,411
 91
  
 8,502

 4,184
 41
 
4,225
Total mortgage-backed securities
 177,456
 92
 
 177,548

 160,162
 41
 
160,203
Corporate debt securities 58
 10,967
 432
  
 11,457
34
 5,867
 370
 
6,271
Collateralized loan and other debt obligations (3)
 34,141
 879
(2)
 35,020
Collateralized loan and other debt obligations (2)
 34,543
 800
 
35,343
Asset-backed securities:              
       
Automobile loans and leases
 9
 
 
 9

 925
 
 
925
Home equity loans
 327
 
  
 327

 112
 
 
112
Other asset-backed securities
 4,909
 962
(2)
 5,871

 4,056
 389
 
4,445
Total asset-backed securities
 5,245
 962
  
 6,207

 5,093
 389
 
5,482
Other debt securities
 1
 
  
 1

 1
 
 
1
Total debt securities 22,928
 280,720
 3,505
  
 307,153
Marketable equity securities:              
Perpetual preferred securities112
 357
 
 
 469
Other marketable equity securities 741
 1
 
  
 742
Total marketable equity securities 853
 358
 
 
 1,211
Total available-for-sale securities 23,781
 281,078
 3,505
 
 308,364
Mortgages held for sale
 21,057
 985
 
 22,042
Total available-for-sale debt securities10,433
 257,435
 2,044
(3)
269,912
Mortgage loans held for sale
 10,774
 997
 
11,771
Loans held for sale
 1,409
 60
 
1,469
Loans
 
 758
 
 758

 
 244
 
244
Mortgage servicing rights (residential)
 
 12,959
 
 12,959

 
 14,649
 
14,649
Derivative assets:             
       
Interest rate contracts 44
 64,986
 238
 
 65,268
46
 18,294
 95
 
18,435
Commodity contracts
 3,020
 37
 
 3,057

 1,535
 53
 
1,588
Equity contracts 1,314
 2,997
 1,047
 
 5,358
1,648
 4,582
 1,315
 
7,545
Foreign exchange contracts 22
 10,843
 29
 
 10,894
17
 6,689
 8
 
6,714
Credit contracts
 280
 272
 
 552

 179
 99
 
278
Netting
 
 
 (70,631)(4)(70,631)
 
 
 (23,790)(23,790)
Total derivative assets1,380
 82,126
 1,623
 (70,631) 14,498
1,711
 31,279
 1,570
 (23,790)10,770
Other assets – excluding nonmarketable equity investments at NAV
 16
 3,259
 
 3,275
Equity securities - excluding securities at NAV:       
Marketable23,205
 757
 
 
23,962
Nonmarketable
 24
 5,468
 
5,492
Total equity securities23,205
 781
 5,468
 
29,454
Total assets included in the fair value hierarchy$60,573
 422,888
 23,463
 (70,631) 436,293
$55,874
 350,852
 25,322
 (23,790)408,258
Other assets – nonmarketable equity investments at NAV (5)        
Equity securities at NAV (4)       102
Total assets recorded at fair value

 

 

 

 $436,293


 

 

 

408,360
Derivative liabilities:             
       
Interest rate contracts $(45) (65,047) (117) 
 (65,209)$(21) (16,217) (70) 
(16,308)
Commodity contracts
 (2,537) (14) 
 (2,551)
 (2,287) (49) 
(2,336)
Equity contracts (919) (3,879) (1,314) 
 (6,112)(1,492) (3,186) (1,332) 
(6,010)
Foreign exchange contracts (109) (12,616) (17) 
 (12,742)(12) (7,067) (34) 
(7,113)
Credit contracts
 (332) (195) 
 (527)
 (216) (64) 
(280)
Other derivative contracts
 
 (47) 
 (47)
Netting
 
 
 72,696
(4)72,696

 
 
 23,548
23,548
Total derivative liabilities(1,073) (84,411) (1,704) 72,696
 (14,492)(1,525) (28,973) (1,549) 23,548
(8,499)
Short sale liabilities:             

       

Securities of U.S. Treasury and federal agencies (9,722) (701) 
 
 (10,423)(11,850) (411) 
 
(12,261)
Mortgage-backed securities
 (47) 
 
(47)
Corporate debt securities
 (4,063) 
 
 (4,063)
 (4,505) 
 
(4,505)
Equity securities (1,795) 
 
 
 (1,795)(2,902) (2) 
 
(2,904)
Other securities
 (98) 
 
 (98)
 (3) 
 
(3)
Total short sale liabilities (11,517) (4,862) 
 
 (16,379)(14,752) (4,968) 
 
(19,720)
Other liabilities
 
 (4) 
 (4)
 
 (2) 
(2)
Total liabilities recorded at fair value $(12,590) (89,273) (1,708) 72,696
 (30,875)$(16,277) (33,941) (1,551) 23,548
(28,221)
(1)
Net gains (losses) from trading activities recognized in the income statementRepresents balance sheet netting of derivative asset and liability balances and related cash collateral. See Note 15 (Derivatives) for the year ended December 31, 2016, include $820 million in net unrealized gains (losses) on trading securities held at December 31, 2016.
additional information.
(2)Balances consistIncludes collateralized debt obligations of $800 million.
(3)A significant portion of the balance consists of securities that are mostly investment grade based on ratings received from the ratings agencies or internal credit grades categorized as investment grade if external ratings are not available. The securities are classified as Level 3 due to limited market activity.
(3)
Includes collateralized debt obligations of $847 million
(4)Represents balance sheet netting of derivative asset and liability balances and related cash collateral. See Note 12 (Derivatives) for additional information.
(5)Consists of certain nonmarketable equity investmentssecurities that are measured at fair value using NAV per share (or its equivalent) as a practical expedient and are excluded from the fair value hierarchy.







Note 13:16: Fair Values of Assets and Liabilities (continued)


Changes in Fair Value Levels
We monitor the availability of observable market data to assess the appropriate classification of financial instruments within the fair value hierarchy and transfer between Level 1, Level 2, and Level 3 accordingly. Observable market data includes but is not limited to quoted prices and market transactions. Changes in economic conditions or market liquidity generally will drive changes in availability of observable market data. Changes in availability of observable market data, which also may result in
 
changing the valuation technique used, are generally the cause of transfers between Level 1, Level 2,and Level 3.
Transfers into and out of Level 1, Level 2, and Level 3 are provided within Table 13.3 for the periods presented. The amounts reported as transfers represent the fair value as of the beginning of the quarter in which the transfer occurred.
Table 13.3:Transfers Between Fair Value Levels
  Transfers Between Fair Value Levels   
  Level 1 Level 2 Level 3 (1)   
(in millions)In Out In Out In Out Total  
Quarter ended September 30, 2017                    
Trading assets$
 
 
 (20) 20
 
 
Available-for-sale securities
 
 838
 
 
 (838) 
Mortgages held for sale
 
 2
 (55) 55
 (2) 
Other assets
 
 
 
 
 
 
Net derivative assets and liabilities (2)
 
 6
 15
 (15) (6) 
Short sale liabilities
 
 
 
 
 
 
Total transfers$
 
 846
 (60) 60
 (846) 
Quarter ended September 30, 2016                    
Trading assets$1
 (44) 44
 (2) 1
 
 
Available-for-sale securities
 
 465
 
 
 (465) 
Mortgages held for sale
 
 3
 (18) 18
 (3) 
Other assets
 
 
 
 
 
 
Net derivative assets and liabilities (2)
 
 79
 (14) 14
 (79) 
Short sale liabilities
 1
 (1) 
 
 
 
Total transfers$1
 (43) 590
 (34) 33
 (547) 
Nine months ended September 30, 2017                    
Trading assets$
 
 1
 (39) 39
 (1) 
Available-for-sale securities
 
 1,334
 (5) 5
 (1,334) 
Mortgages held for sale
 
 8
 (116) 116
 (8) 
Other assets
 
 
 (1) 1
 
��
Net derivative assets and liabilities (2)
 
 89
 37
 (37) (89) 
Short sale liabilities
 
 
 
 
 
 
Total transfers$
 
 1,432
 (124) 124
 (1,432) 
Nine months ended September 30, 2016                    
Trading assets$5
 (48) 59
 (6) 1
 (11) 
Available-for-sale securities
 
 481
 (80) 80
 (481) 
Mortgages held for sale
 
 12
 (72) 72
 (12) 
Other assets
 
 
 
 
 
 
Net derivative assets and liabilities (2)
 
 129
 (42) 42
 (129) 
Short sale liabilities(1) 1
 (1) 1
 
 
 
Total transfers$4
 (47) 680
 (199) 195
 (633) 
(1)All transfers in and out of Level 3 are disclosed within the recurring Level 3 rollforward tables in this Note.
(2)Includes transfers of net derivative assets and net derivative liabilities between levels due to changes in observable market data.


The changes in Level 3 assets and liabilities measured at fair value on a recurring basis for the quarter ended SeptemberJune 30, 2017,2019, are presented in Table 13.4.16.3.

Table 13.4:16.3:Changes in Level 3 Fair Value Assets and Liabilities on a Recurring Basis – Quarter ended SeptemberJune 30, 20172019
    
 
Total net gains
(losses) included in
  
Purchases,
sales,
issuances
and
settlements,
net (1)

   
   
   
 
Net unrealized
gains (losses)
included in
income related
to assets and
liabilities held
at period end

  
(in millions)
Balance,
beginning
of period

 
Net
income

 
Other
compre-
hensive
income

  
Transfers
into
Level 3

 
Transfers
out of
Level 3

 
Balance,
end of
period

 (2)
Quarter ended September 30, 2017                        
Trading assets:                        
Securities of U.S. states and
political subdivisions
$9
 
 
 (6) 
 
 3
 
  
Collateralized loan obligations403
 
 
 (20) 
 
 383
 (4)  
Corporate debt securities26
 
 
 6
 2
 
 34
 
  
Mortgage-backed securities
 
 
 
 
 
 
 
  
Asset-backed securities
 
 
 
 
 
 
 
  
Equity securities
 
 
 
 
 
 
 
  
Total trading securities438
 
 
 (20) 2
 
 420
 (4)  
Other trading assets39
 
 
 (1) 18
 
 56
 
 
Total trading assets477
 
 
 (21) 20
 
 476
 (4)(3)
Available-for-sale securities:                         
Securities of U.S. states and
political subdivisions
1,557
 3
 3
 (19) 
 (838) 706
 
  
Mortgage-backed securities:                        
Residential1
 
 
 
 
 
 1
 
  
Commercial75
 
 1
 
 
 
 76
 
  
Total mortgage-backed securities76
 
 1
 
 
 
 77
 
 
Corporate debt securities376
 1
 4
 (1) 
 
 380
 
  
Collateralized loan and other
debt obligations
1,002
 7
 25
 (20) 
 
 1,014
 
  
Asset-backed securities:                        
Automobile loans and leases
 
 
 
 
 
 
 
  
Other asset-backed securities872
 1
 2
 (240) 
 
 635
 
  
Total asset-backed securities872
 1
 2
 (240) 
 
 635
 
  
Total debt securities3,883
 12
 35
 (280) 
 (838) 2,812
 
(4)
Marketable equity securities:                         
Perpetual preferred securities
 
 
 
 
 
 
 
  
Other marketable equity securities
 
 
 
 
 
 
 
  
Total marketable
equity securities

 
 
 
 
 
 
 
(5)
Total available-for-sale
securities
3,883
 12
 35
 (280) 
 (838) 2,812
 
  
Mortgages held for sale995
 (10) 
 (6) 55
 (2) 1,032
 (11)(6)
Loans443
 
 
 (33) 
 
 410
 (3)(6)
Mortgage servicing rights (residential) (7)12,789
 (661) 
 1,210
 
 
 13,338
 (142)(6)
Net derivative assets and liabilities:                        
Interest rate contracts115
 158
 
 (159) 
 
 114
 8
  
Commodity contracts17
 (16) 
 9
 2
��
 12
 7
  
Equity contracts(471) (70) 
 (27) (17) (6) (591) (130)  
Foreign exchange contracts4
 3
 
 
 
 
 7
 1
  
Credit contracts72
 (6) 
 (13) 
 
 53
 (6)  
Other derivative contracts(34) 8
 
 
 
 
 (26) 8
  
Total derivative contracts(297) 77
 
 (190) (15) (6) (431) (112)(8)
Other assets3,960
 513
 
 
 
 
 4,473
 513
(5)
Short sale liabilities
 
 
 (3) 
 
 (3) 
(3)
Other liabilities(3) 
 
 
 
 
 (3) 
(6)
   
 
Total net gains
(losses) included in
  
Purchases,
sales,
issuances
and
settlements,
net (1)

   
   
   
 
Net unrealized
gains (losses)
included in
income related
to assets and
liabilities held
at period end (4)

  
(in millions)
Balance,
beginning
of period

 
Net
income

 
Other
compre-
hensive
income

  
Transfers into
Level 3 (2)

 
Transfers
out of
Level 3 (3)

 
Balance,
end of
period

  
Quarter ended June 30, 2019                        
Trading debt securities:                        
Securities of U.S. states and political subdivisions$
 
 
 
 
 
 
 
  
Collateralized loan obligations275
 (2) 
 (24) 
 
 249
 (6)  
Corporate debt securities41
 1
 
 3
 
 (1) 44
 1
  
Other trading debt securities15
 (1) 
 
 
 
 14
 
 
Total trading debt securities331
 (2) 
 (21) 
 (1) 307
 (5)(5)
Available-for-sale debt securities:                         
Securities of U.S. states and political subdivisions470
 1
 2
 (33) 
 (49) 391
 
  
Mortgage-backed securities:                        
Residential
 
 
 
 
 
 
 
  
Commercial41
 
 
 
 
 
 41
 
  
Total mortgage-backed securities41
 
 
 
 
 
 41
 
 
Corporate debt securities377
 
 (1) 7
 
 
 383
 
  
Collateralized loan and other debt obligations755
 7
 (6) (107) 
 
 649
 
  
Asset-backed securities:                        
Other asset-backed securities362
 
 
 (21) 
 
 341
 
  
Total asset-backed securities362
 
 
 (21) 
 
 341
 
  
Total available-for-sale debt securities2,005
 8
 (5) (154) 
 (49) 1,805
 
(6)
Mortgage loans held for sale998
 37
 
 (22) 104
 (2) 1,115
 39
(7)
Loans held for sale71
 
 
 (3) 
 (56) 12
 
 
Loans225
 1
 
 (24) 
 
 202
 (2)(7)
Mortgage servicing rights (residential)(8)13,336
 (1,639) 
 399
 
 
 12,096
 (1,078)(7)
Net derivative assets and liabilities:                        
Interest rate contracts101
 237
 
 (133) 
 
 205
 141
  
Commodity contracts(18) (75) 
 64
 
 
 (29) (10)  
Equity contracts(162) 15
 
 (66) (2) (13) (228) (29)  
Foreign exchange contracts(16) 3
 
 3
 
 
 (10) 7
  
Credit contracts49
 (3) 
 (1) 
 
 45
 (3)  
Total derivative contracts(46) 177
 
 (133) (2) (13) (17) 106
(9)
Equity securities:                
Nonmarketable6,381
 724
 
 
 5
 
 7,110
 724
 
Total equity securities6,381
 724
 
 
 5
 
 7,110
 724
(10)
Other liabilities(2) 
 
 
 
 
 (2) 
(7)
(1)See Table 13.516.4 for detail.
(2)All assets and liabilities transferred into level 3 were previously classified within level 2.
(3)All assets and liabilities transferred out of level 3 are classified as level 2.
(4)Represents only net gains (losses) that are due to changes in economic conditions and management’s estimates of fair value and excludes changes due to the collection/realization of cash flows over time.
(3)(5)Included in net gains (losses) from trading activities and other noninterest income in the income statement.
(4)(6)Included in net gains (losses) fromon debt securities in the income statement.
(5)Included in net gains (losses) from equity investments in the income statement.
(6)(7)Included in mortgage banking and other noninterest income in the income statement.
(7)(8)For more information on the changes in mortgage servicing rights, see Note 811 (Mortgage Banking Activities).
(8)(9)Included in mortgage banking, trading activities, equity investmentssecurities and other noninterest income in the income statement.
(10)Included in net gains (losses) from equity securities in the income statement.
(continued on following page)




Note 13: Fair Values of Assets and Liabilities (continued)


(continued from previous page)
 
Table 13.516.4 presents gross purchases, sales, issuances and settlements related to the changes in Level 3 assets and liabilities measured at fair value on a recurring basis for the quarter ended SeptemberJune 30, 2017.2019.
Table 13.5:16.4:Gross Purchases, Sales, Issuances and Settlements – Level 3 – Quarter ended SeptemberJune 30, 20172019
(in millions)Purchases
 Sales
 Issuances
 Settlements
 Net
Purchases
 Sales
 Issuances
 Settlements
 Net
Quarter ended September 30, 2017              
Trading assets:              
Quarter ended June 30, 2019              
Trading debt securities:              
Securities of U.S. states and political subdivisions$30
 (35) 
 (1) (6)$
 
 
 
 
Collateralized loan obligations51
 (36) 
 (35) (20)44
 (65) 
 (3) (24)
Corporate debt securities9
 (3) 
 
 6
6
 (3) 
 
 3
Mortgage-backed securities
 
 
 
 
Asset-backed securities
 
 
 
 
Equity securities
 
 
 
 
Total trading securities90
 (74) 
 (36) (20)
Other trading assets
 (1) 
 
 (1)
Total trading assets90
 (75) 
 (36) (21)
Available-for-sale securities:              
Other trading debt securities
 
 
 
 
Total trading debt securities50
 (68) 
 (3) (21)
Available-for-sale debt securities:              
Securities of U.S. states and political subdivisions
 (68) 98
 (49) (19)
 
 6
 (39) (33)
Mortgage-backed securities:                            
Residential
 
 
 
 

 
 
 
 
Commercial
 
 
 
 

 
 
 
 
Total mortgage-backed securities
 
 
 
 

 
 
 
 
Corporate debt securities
 
 
 (1) (1)8
 
 
 (1) 7
Collateralized loan and other debt obligations6
 
 
 (26) (20)
 
 
 (107) (107)
Asset-backed securities:                            
Automobile loans and leases
 
 
 
 
Other asset-backed securities
 
 16
 (256) (240)
 (2) 57
 (76) (21)
Total asset-backed securities
 
 16
 (256) (240)
 (2) 57
 (76) (21)
Total debt securities6
 (68) 114
 (332) (280)
Marketable equity securities:              
Perpetual preferred securities
 
 
 
 
Other marketable equity securities
 
 
 
 
Total marketable equity securities
 
 
 
 
Total available-for-sale securities6
 (68) 114
 (332) (280)
Mortgages held for sale17
 (130) 147
 (40) (6)
Total available-for-sale debt securities8
 (2) 63
 (223) (154)
Mortgage loans held for sale30
 (47) 54
 (59) (22)
Loans held for sale
 (1) 
 (2) (3)
Loans2
 
 5
 (40) (33)
 
 2
 (26) (24)
Mortgage servicing rights (residential) (1)541
 64
 605
 
 1,210

 (1) 400
 
 399
Net derivative assets and liabilities:                            
Interest rate contracts
 
 
 (159) (159)
 
 
 (133) (133)
Commodity contracts
 
 
 9
 9

 
 
 64
 64
Equity contracts
 (48) 
 21
 (27)
 
 
 (66) (66)
Foreign exchange contracts
 
 
 
 

 
 
 3
 3
Credit contracts1
 
 
 (14) (13)2
 (3) 
 
 (1)
Other derivative contracts
 
 
 
 
Total derivative contracts1
 (48) 
 (143) (190)2
 (3) 
 (132) (133)
Other assets
 
 
 
 
Short sale liabilities
 (3) 
 
 (3)
Equity securities:         
Nonmarketable
 
 
 
 
Total equity securities
 
 
 
 
Other liabilities
 
 
 
 

 
 
 
 
(1)For more information on the changes in mortgage servicing rights, see Note 811 (Mortgage Banking Activities).



Note 16: Fair Values of Assets and Liabilities (continued)
The
(continued from previous page)
Table 16.5 presents gross purchases, sales, issuances and settlements related to the changes in Level 3 assets and liabilities measured at fair value on a recurring basis for the quarter ended SeptemberJune 30, 2016, are presented in 2018.
Table 13.6.
Table 13.6:16.5:Changes in Level 3 Fair Value Assets and Liabilities on a Recurring Basis – Quarter ended SeptemberJune 30, 20162018
  
Balance,
beginning
of period

 
Total net gains
(losses) included in
  
Purchases,
sales,
issuances
and
settlements,
net (1)

   
   
   
 
Net unrealized
gains (losses)
included in
income related
to assets and
liabilities held
at period end

  
(in millions) 
Net
income 

 
Other
compre-
hensive
income

  
Transfers
into
Level 3

 
Transfers
out of
Level 3

 
Balance,
end of
period

 (2)
Quarter ended September 30, 2016                         
Trading assets:                         
Securities of U.S. states and
political subdivisions
$7
 
 
 (4) 
 
 3
 
  
Collateralized loan obligations249
 
 
 39
 
 
 288
 (1)  
Corporate debt securities36
 1
 
 9
 
 
 46
 1
  
Mortgage-backed securities
 
 
 
 
 
 
 
  
Asset-backed securities
 
 
 
 
 
 
 
  
Equity securities
 
 
 (1) 1
 
 
 
  
Total trading securities292
 1
 
 43
 1
 
 337
 
  
Other trading assets33
 (3) 
 
 
 
 30
 (2)  
Total trading assets325
 (2) 
 43
 1
 
 367
 (2)(3)
Available-for-sale securities:                         
Securities of U.S. states and
political subdivisions
1,793
 1
 (15) (114) 
 (465) 1,200
 
  
Mortgage-backed securities:                        
Residential1
 
 
 
 
 
 1
 
  
Commercial94
 
 1
 (2) 
 
 93
 (1)  
Total mortgage-backed securities95
 
 1
 (2) 
 
 94
 (1)  
Corporate debt securities471
 3
 5
 (4) 
 
 475
 
  
Collateralized loan and other
debt obligations
951
 19
 2
 (12) 
 
 960
 
  
Asset-backed securities:                       
Automobile loans and leases
 
 
 
 
 
 
 
  
Other asset-backed securities1,117
 (1) 
 (70) 
 
 1,046
 
  
Total asset-backed securities1,117
 (1) 
 (70) 
 
 1,046
 
  
Total debt securities4,427
 22
 (7) (202) 
 (465) 3,775
 (1)(4)
Marketable equity securities:                         
Perpetual preferred securities
 
 
 
 
 
 
 
  
Other marketable equity securities
 
 
 
 
 
 
 
  
Total marketable equity securities
 
 
 
 
 
 
 
(5)
Total available-for-sale
securities
4,427
 22
 (7) (202) 
 (465) 3,775
 (1)  
Mortgages held for sale1,084
 (10) 
 18
 18
 (3) 1,107
 (11)(6)
Loans5,032
 (25) 
 (219) 
 
 4,788
 (26)(6)
Mortgage servicing rights (residential) (7)10,396
 (594) 
 613
 
 
 10,415
 (8)(6)
Net derivative assets and liabilities:                        
Interest rate contracts690
 504
 
 (561) 
 
 633
 186
  
Commodity contracts21
 (3) 
 
 1
 1
 20
 (1)  
Equity contracts(252) (33) 
 (7) (3) (80) (375) (54)  
Foreign exchange contracts
 1
 
 
 16
 
 17
 2
  
Credit contracts61
 17
 
 (8) 
 
 70
 14
  
Other derivative contracts(88) 15
 
 
 
 
 (73) 16
  
Total derivative contracts432
 501
 
 (576) 14
 (79) 292
 163
(8)
Other assets3,038
 380
 
 
 
 
 3,418
 381
(5)
Short sale liabilities
 
 
 
 
 
 
 
(3)
Other liabilities(5) 1
 
 
 
 
 (4) 
(6)
  
Balance,
beginning
of period

 
Total net gains
(losses) included in
  
Purchases,
sales,
issuances
and
settlements,
net (1)

   
   
   
 
Net unrealized
gains (losses)
included in
income related
to assets and
liabilities held
at period end

  
(in millions) 
Net
income 

 
Other
compre-
hensive
income

  
Transfers
into
Level 3 (2)

 
Transfers
out of
Level 3 (3)

 
Balance,
end of
period

 (4)
Quarter ended June 30, 2018                         
Trading debt securities:                         
Securities of U.S. states and
     political subdivisions
$3
 
 
 
 
 
 3
 
  
Collateralized loan obligations316
 (6) 
 (19) 
 
 291
 (8)  
Corporate debt securities34
 
 
 3
 
 (1) 36
 1
  
Other trading debt securities18
 (1) 
 
 
 
 17
 
  
Total trading debt securities371
 (7) 
 (16) 
 (1) 347
 (7)(5)
Available-for-sale debt securities:                         
Securities of U.S. states and political subdivisions617
 1
 
 (49) 
 (10) 559
 
  
Mortgage-backed securities:                        
Residential1
 
 (1) 
 
 
 
 
  
Commercial67
 
 (1) (13) 
 
 53
 
  
Total mortgage-backed securities68
 
 (2) (13) 
 
 53
 
  
Corporate debt securities410
 1
 1
 31
 
 
 443
 
  
Collateralized loan and other debt obligations1,045
 6
 10
 (24) 
 
 1,037
 
  
Asset-backed securities:                       
Other asset-backed securities501
 
 (1) (99) 
 
 401
 
  
Total asset-backed securities501
 
 (1) (99) 
 
 401
 
  
Total available-for-sale debt securities2,641
 8
 8
 (154) 
 (10) 2,493
 
(6)
Mortgage loans held for sale950
 (11) 
 25
 25
 (3) 986
 (11)(7)
Loans held for sale
 (1) 
 
 21
 
 20
 
 
Loans352
 
 
 (31) 
 
 321
 (4)(7)
Mortgage servicing rights (residential) (8)15,041
 (115) 
 485
 
 
 15,411
 345
(7)
Net derivative assets and liabilities:                        
Interest rate contracts(8) (63) 
 30
 
 
 (41) 6
  
Commodity contracts10
 15
 
 (2) 3
 
 26
 21
  
Equity contracts(322) (12) 
 (7) 
 2
 (339) 261
  
Foreign exchange contracts1
 (18) 
 2
 
 
 (15) (13)  
Credit contracts41
 (12) 
 (5) 
 
 24
 (17)  
Total derivative contracts(278) (90) 
 18
 3
 2
 (345) 258
(9)
Equity securities:                
Nonmarketable5,219
 585
 
 
 6
 (4) 5,806
 586
 
Total equity securities5,219
 585
 
 
 6
 (4) 5,806
 586
(10)
Other liabilities(2) 
 
 
 
 
 (2) 
(7)
(1)See Table 13.716.6 for detail.
(2)All assets and liabilities transferred into level 3 were previously classified within level 2.
(3)All assets and liabilities transferred out of level 3 are classified as level 2.
(4)Represents only net gains (losses) that are due to changes in economic conditions and management’s estimates of fair value and excludes changes due to the collection/realization of cash flows over time.
(3)(5)Included in net gains (losses) from trading activities and other noninterest income in the income statement.
(4)(6)Included in net gains (losses) fromon debt securities in the income statement.
(5)Included in net gains (losses) from equity investments in the income statement.
(6)(7)Included in mortgage banking and other noninterest income in the income statement.
(7)(8)For more information on the changes in mortgage servicing rights, see Note 811 (Mortgage Banking Activities).
(8)(9)Included in mortgage banking, trading activities, equity investmentssecurities and other noninterest income in the income statement.
(10)Included in net gains (losses) from equity securities in the income statement.
(continued on following page)




Note 13: Fair Values of Assets and Liabilities (continued)



(continued from previous page)
 
Table 13.716.6 presents gross purchases, sales, issuances and settlements related to the changes in Level 3 assets and liabilities measured at fair value on a recurring basis for the quarter ended SeptemberJune 30, 2016.2018.
Table 13.7:16.6:Gross Purchases, Sales, Issuances and Settlements – Level 3 – Quarter ended SeptemberJune 30, 20162018
(in millions)Purchases
 Sales
 Issuances
 Settlements
 Net
Quarter ended June 30, 2018         
Trading debt securities:         
Securities of U.S. states and political subdivisions$
 
 
 
 
Collateralized loan obligations89
 (39) 
 (69) (19)
Corporate debt securities4
 (1) 
 
 3
Other trading debt securities
 
 
 
 
Total trading debt securities93
 (40) 
 (69) (16)
Available-for-sale debt securities:         
Securities of U.S. states and political subdivisions
 
 
 (49) (49)
Mortgage-backed securities:         
Residential
 
 
 
 
Commercial
 
 
 (13) (13)
Total mortgage-backed securities
 
 
 (13) (13)
Corporate debt securities31
 
 
 
 31
Collateralized loan and other debt obligations
 
 
 (24) (24)
Asset-backed securities:         
Other asset-backed securities
 
 9
 (108) (99)
Total asset-backed securities
 
 9
 (108) (99)
Total available-for-sale debt securities31
 
 9
 (194) (154)
Mortgage loans held for sale20
 (68) 109
 (36) 25
Loans held for sale
 
 
 
 
Loans
 
 4
 (35) (31)
Mortgage servicing rights (residential) (1)
 (1) 486
 
 485
Net derivative assets and liabilities:         
Interest rate contracts
 
 
 30
 30
Commodity contracts
 
 
 (2) (2)
Equity contracts
 
 
 (7) (7)
Foreign exchange contracts
 
 
 2
 2
Credit contracts5
 (2) 
 (8) (5)
Total derivative contracts5
 (2) 
 15
 18
Equity securities:         
Nonmarketable
 
 
 
 
Total equity securities
 
 
 
 
Other liabilities
 
 
 
 
(in millions)Purchases
 Sales
 Issuances
 Settlements
 Net
Quarter ended September 30, 2016              
Trading assets:              
Securities of U.S. states and political subdivisions$
 
 
 (4) (4)
Collateralized loan obligations75
 (36) 
 
 39
Corporate debt securities19
 (10) 
 
 9
Mortgage-backed securities
 
 
 
 
Asset-backed securities
 
 
 
 
Equity securities
 (1) 
 
 (1)
Total trading securities94
 (47) 
 (4) 43
Other trading assets
 
 
 
 
Total trading assets94
 (47) 
 (4) 43
Available-for-sale securities:              
Securities of U.S. states and political subdivisions
 
 
 (114) (114)
Mortgage-backed securities:             
Residential
 
 
 
 
Commercial
 
 
 (2) (2)
Total mortgage-backed securities
 
 
 (2) (2)
Corporate debt securities1
 (4) 
 (1) (4)
Collateralized loan and other debt obligations121
 (45) 
 (88) (12)
Asset-backed securities:             
Automobile loans and leases
 
 
 
 
Other asset-backed securities
 
 16
 (86) (70)
Total asset-backed securities
 
 16
 (86) (70)
Total debt securities122
 (49) 16
 (291) (202)
Marketable equity securities:              
Perpetual preferred securities
 
 
 
 
Other marketable equity securities
 
 
 
 
Total marketable equity securities
 
 
 
 
Total available-for-sale securities122
 (49) 16
 (291) (202)
Mortgages held for sale23
 (113) 161
 (53) 18
Loans
 
 76
 (295) (219)
Mortgage servicing rights (residential) (1)
 3
 609
 1
 613
Net derivative assets and liabilities:             
Interest rate contracts
 
 
 (561) (561)
Commodity contracts
 
 
 
 
Equity contracts
 
 
 (7) (7)
Foreign exchange contracts
 
 
 
 
Credit contracts2
 (1) 
 (9) (8)
Other derivative contracts
 
 
 
 
Total derivative contracts2
 (1) 
 (577) (576)
Other assets
 
 
 
 
Short sale liabilities
 
 
 
 
Other liabilities
 
 
 
 

(1)For more information on the changes in mortgage servicing rights, see Note 811 (Mortgage Banking Activities).



Note 16: Fair Values of Assets and Liabilities (continued)

The changes in Level 3 assets and liabilities measured at fair value on a recurring basis for the first nine monthshalf of 2017,2019, are presented in Table 13.8.16.7.
Table 13.8:16.7:Changes in Level 3 Fair Value Assets and Liabilities on a Recurring Basis – NineSix months ended SeptemberJune 30, 20172019
  
 
Total net gains
(losses) included in
  
Purchases,
sales,
issuances
and
settlements,
net (1)

   
   
   
 
Net unrealized
gains (losses)
included in
income related
to assets and
liabilities held
at period end

    
 
Total net gains
(losses) included in
  
Purchases,
sales,
issuances
and
settlements,
net (1)

   
   
   
 
Net unrealized
gains (losses)
included in
income related
to assets and
liabilities held
at period end (4)

  
(in millions)
Balance,
beginning
of period

 
Net
income

 
Other
compre-
hensive
income

 
Transfers
into
Level 3

 
Transfers
out of
Level 3

 
Balance,
end of
period

 (2)
Balance,
beginning
of period

 
Net
income

 
Other
compre-
hensive
income

 
Transfers
into
Level 3 (2)

 
Transfers
out of
Level 3 (3)

 
Balance,
end of
period

  
Nine months ended September 30, 2017                        
Trading assets:                        
Six months ended June 30, 2019                        
Trading debt securities:                        
Securities of U.S. states and
political subdivisions
$3
 
 
 
 
 
 3
 
  $3
 
 
 (2) 
 (1) 
 
  
Collateralized loan obligations309
 (3) 
 77
 
 
 383
 (12)  237
 (5) 
 17
 
 
 249
 (4)  
Corporate debt securities34
 1
 
 (5) 5
 (1) 34
 
  34
 3
 
 7
 1
 (1) 44
 3
  
Mortgage-backed securities
 
 
 
 
 
 
 
  
Asset-backed securities
 
 
 
 
 
 
 
  
Equity securities
 
 
 
 
 
 
 
  
Total trading securities346
 (2) 
 72
 5
 (1) 420
 (12)  
Other trading assets28
 (3) 
 (3) 34
 
 56
 (2) 
Total trading assets374
 (5) 
 69
 39
 (1) 476
 (14)(3)
Available-for-sale securities:                         
Other trading debt securities16
 (2) 
 
 
 
 14
 
 
Total trading debt securities290
 (4) 
 22
 1
 (2) 307
 (1)(5)
Available-for-sale debt securities:                         
Securities of U.S. states and
political subdivisions
1,140
 4
 7
 884
 5
 (1,334) 706
 
  444
 1
 5
 (10) 
 (49) 391
 
  
Mortgage-backed securities:                                                
Residential1
 
 
 
 
 
 1
 
  
 
 
 
 
 
 
 
  
Commercial91
 (6) 
 (9) 
 
 76
 (11)  41
 
 
 
 
 
 41
 
  
Total mortgage-backed securities92
 (6) 
 (9) 
 
 77
 (11) 41
 
 
 
 
 
 41
 
 
Corporate debt securities432
 (13) 14
 (53) 
 
 380
 
  370
 1
 3
 9
 
 
 383
 
  
Collateralized loan and other
debt obligations
879
 17
 70
 48
 
 
 1,014
 
  800
 13
 (10) (154) 
 
 649
 
  
Asset-backed securities:                                                
Automobile loans and leases
 
 
 
 
 
 
 
  
Other asset-backed securities962
 1
 5
 (333) 
 
 635
 
  389
 
 (1) (47) 
 
 341
 
  
Total asset-backed securities962
 1
 5
 (333) 
 
 635
 
  389
 
 (1) (47) 
 
 341
 
  
Total debt securities3,505
 3
 96
 537
 5
 (1,334) 2,812
 (11)(4)
Marketable equity securities:                         
Perpetual preferred securities
 
 
 
 
 
 
 
  
Other marketable equity securities
 
 
 
 
 
 
 
  
Total marketable
equity securities

 
 
 
 
 
 
 
(5)
Total available-for-sale
securities
3,505
 3
 96
 537
 5
 (1,334) 2,812
 (11)  
Mortgages held for sale985
 (20) 
 (41) 116
 (8) 1,032
 (21)(6)
Total available-for-sale debt securities2,044
 15
 (3) (202) 
 (49) 1,805
 
(6)
Mortgage loans held for sale997
 52
 
 (88) 160
 (6) 1,115
 54
(7)
Loans held for sale60
 
 
 8
 37
 (93) 12
 
 
Loans758
 (6) 
 (342) 
 
 410
 (9)(6)244
 1
 
 (43) 
 
 202
 (4)(7)
Mortgage servicing rights (residential) (7)12,959
 (1,795) 
 2,174
 
 
 13,338
 (328)(6)
Mortgage servicing rights (residential) (8)14,649
 (3,012) 
 459
 
 
 12,096
 (1,969)(7)
Net derivative assets and liabilities:                                               
Interest rate contracts121
 625
 
 (632) 
 
 114
 (10)  25
 424
 
 (244) 
 
 205
 220
  
Commodity contracts23
 (14) 
 3
 2
 (2) 12
 9
  4
 (126) 
 91
 2
 
 (29) (26)  
Equity contracts(267) (128) 
 (70) (39) (87) (591) (223)  (17) (104) 
 (69) 7
 (45) (228) (175)  
Foreign exchange contracts12
 (5) 
 
 
 
 7
 (1)  (26) 10
 
 6
 
 
 (10) 17
  
Credit contracts77
 29
 
 (53) 
 
 53
 (42)  35
 5
 
 5
 
 
 45
 10
  
Other derivative contracts(47) 22
 
 (1) 
 
 (26) 22
  
Total derivative contracts(81) 529
 
 (753) (37) (89) (431) (245)(8)21
 209
 
 (211) 9
 (45) (17) 46
(9)
Other assets3,259
 1,214
 
 (1) 1
 
 4,473
 1,215
(5)
Short sale liabilities
 
 
 (3) 
 
 (3) 
(3)
Equity securities:                
Nonmarketable5,468
 1,650
 
 (1) 5
 (12) 7,110
 1,650
 
Total equity securities5,468
 1,650
 
 (1) 5
 (12) 7,110
 1,650
(10)
Other liabilities(4) 1
 
 
 
 
 (3) 
(6)(2) 
 
 
 
 
 (2) 
(7)
(1)See Table 13.916.8 for detail.
(2)All assets and liabilities transferred into level 3 were previously classified within level 2.
(3)All assets and liabilities transferred out of level 3 are classified as level 2.
(4)Represents only net gains (losses) that are due to changes in economic conditions and management’s estimates of fair value and excludes changes due to the collection/realization of cash flows over time.
(3)(5)Included in net gains (losses) from trading activities and other noninterest income in the income statement.
(4)(6)Included in net gains (losses) fromon debt securities in the income statement.
(5)Included in net gains (losses) from equity investments in the income statement.
(6)(7)Included in mortgage banking and other noninterest income in the income statement.
(7)(8)For more information on the changes in mortgage servicing rights, see Note 811 (Mortgage Banking Activities).
(8)(9)Included in mortgage banking, trading activities, equity investmentssecurities and other noninterest income in the income statement.
(10)Included in net gains (losses) from equity securities in the income statement.
(continued on following page)

Note 13: Fair Values of Assets and Liabilities (continued)


(continued from previous page)
Table 13.916.8 presents gross purchases, sales, issuances and settlements related to the changes in Level 3 assets and liabilities measured at fair value on a recurring basis for the first nine monthshalf of 2017.2019.
Table 13.9:16.8:Gross Purchases, Sales, Issuances and Settlements – Level 3 – NineSix months ended SeptemberJune 30, 20172019
(in millions)Purchases
 Sales
 Issuances
 Settlements
 Net
Purchases
 Sales
 Issuances
 Settlements
 Net
Nine months ended September 30, 2017              
Trading assets:              
Six months ended June 30, 2019              
Trading debt securities:              
Securities of U.S. states and political subdivisions$37
 (36) 
 (1) 
$
 
 
 (2) (2)
Collateralized loan obligations337
 (165) 
 (95) 77
174
 (152) 
 (5) 17
Corporate debt securities18
 (23) 
 
 (5)11
 (4) 
 
 7
Mortgage-backed securities
 
 
 
 
Asset-backed securities
 
 
 
 
Equity securities
 
 
 
 
Total trading securities392
 (224) 
 (96) 72
Other trading assets
 (1) 
 (2) (3)
Total trading assets392
 (225) 
 (98) 69
Available-for-sale securities:              
Other trading debt securities
 
 
 
 
Total trading debt securities185
 (156) 
 (7) 22
Available-for-sale debt securities:              
Securities of U.S. states and political subdivisions
 (68) 1,099
 (147) 884

 
 55
 (65) (10)
Mortgage-backed securities:                            
Residential
 
 
 
 

 
 
 
 
Commercial
 
 
 (9) (9)
 
 
 
 
Total mortgage-backed securities
 
 
 (9) (9)
 
 
 
 
Corporate debt securities4
 
 
 (57) (53)11
 
 
 (2) 9
Collateralized loan and other debt obligations135
 
 
 (87) 48

 
 
 (154) (154)
Asset-backed securities:                            
Automobile loans and leases
 
 
 
 
Other asset-backed securities
 
 198
 (531) (333)
 (5) 123
 (165) (47)
Total asset-backed securities
 
 198
 (531) (333)
 (5) 123
 (165) (47)
Total debt securities139
 (68) 1,297
 (831) 537
Marketable equity securities:              
Perpetual preferred securities
 
 
 
 
Other marketable equity securities
 
 
 
 
Total marketable equity securities
 
 
 
 
Total available-for-sale securities139
 (68) 1,297
 (831) 537
Mortgages held for sale57
 (374) 386
 (110) (41)
Total available-for-sale debt securities11
 (5) 178
 (386) (202)
Mortgage loans held for sale46
 (140) 100
 (94) (88)
Loans held for sale12
 (2) 
 (2) 8
Loans5
 (129) 14
 (232) (342)2
 
 5
 (50) (43)
Mortgage servicing rights (residential) (1)541
 9
 1,624
 
 2,174

 (282) 741
 
 459
Net derivative assets and liabilities:                            
Interest rate contracts
 
 
 (632) (632)
 
 
 (244) (244)
Commodity contracts
 
 
 3
 3

 
 
 91
 91
Equity contracts
 (117) 
 47
 (70)
 
 
 (69) (69)
Foreign exchange contracts
 
 
 
 

 
 
 6
 6
Credit contracts5
 (2) 
 (56) (53)8
 (3) 
 
 5
Other derivative contracts
 
 
 (1) (1)
Total derivative contracts5
 (119) 
 (639) (753)8
 (3) 
 (216) (211)
Other assets
 (1) 
 
 (1)
Short sale liabilities
 (3) 
 
 (3)
Equity securities:         
Nonmarketable
 (1) 
 
 (1)
Total equity securities
 (1) 
 
 (1)
Other liabilities
 
 
 
 

 
 
 
 
(1)For more information on the changes in mortgage servicing rights, see Note 811 (Mortgage Banking Activities).



Note 16: Fair Values of Assets and Liabilities (continued)

The changes in Level 3 assets and liabilities measured at fair value on a recurring basis for the first nine monthshalf of 2016,2018, are presented in Table 13.10.16.9.


Table 13.10:16.9:Changes in Level 3 Fair Value Assets and Liabilities on a Recurring Basis – NineSix months ended SeptemberJune 30, 20162018
Balance,
beginning
of period

 
Total net gains
(losses) included in
  
Purchases,
sales,
issuances
and
settlements,
net (1)

   
   
   
 
Net unrealized
gains (losses)
included in
income related
to assets and
liabilities held
at period end

  
Balance,
beginning
of period

 
Total net gains
(losses) included in
  
Purchases,
sales,
issuances
and
settlements,
net (1)

   
   
   
 
Net unrealized
gains (losses)
included in
income related
to assets and
liabilities held
at period end

  
(in millions) 
Net
income 

 
Other
compre-
hensive
income

 
Transfers
into
Level 3

 
Transfers
out of
Level 3

 
Balance,
end of
period

 (2) 
Net
income 

 
Other
compre-
hensive
income

 
Transfers
into
Level 3 (2)

 
Transfers
out of
Level 3 (3)

 
Balance,
end of
period

 (4)
Nine months ended September 30, 2016                         
Trading assets:                         
Six months ended June 30, 2018                         
Trading debt securities:                         
Securities of U.S. states and
political subdivisions
$8
 
 
 (5) 
 
 3
 
  $3
 
 
 
 
 
 3
 
  
Collateralized loan obligations343
 (24) 
 (20) 
 (11) 288
 (25)  354
 (4) 
 (59) 
 
 291
 
  
Corporate debt securities56
 (7) 
 (3) 
 
 46
 (6)  31
 
 
 6
 
 (1) 36
 
  
Mortgage-backed securities
 
 
 
 
 
 
 
  
Asset-backed securities
 
 
 
 
 
 
 
  
Equity securities
 
 
 (1) 1
 
 
 
  
Total trading securities407
 (31) 
 (29) 1
 (11) 337
 (31)  
Other trading assets34
 (4) 
 
 
 
 30
 1
  
Total trading assets441
 (35) 
 (29) 1
 (11) 367
 (30)(3)
Available-for-sale securities:                         
Other trading debt securities19
 (2) 
 
 
 
 17
 
 
Total trading debt securities407
 (6) 
 (53) 
 (1) 347
 
(5)
Available-for-sale debt securities:                         
Securities of U.S. states and
political subdivisions
1,500
 5
 (11) 107
 80
 (481) 1,200
 
  925
 5
 (2) (90) 
 (279) 559
 
  
Mortgage-backed securities:                                                
Residential1
 
 
 
 
 
 1
 
  1
 
 (1) 
 
 
 
 
  
Commercial73
 
 1
 19
 
 
 93
 (1)  75
 1
 (2) (21) 
 
 53
 
  
Total mortgage-backed securities74
 
 1
 19
 
 
 94
 (1)  76
 1
 (3) (21) 
 
 53
 
 
Corporate debt securities405
 8
 33
 29
 
 
 475
 
  407
 2
 4
 30
 
 
 443
 
  
Collateralized loan and other
debt obligations
565
 42
 (18) 371
 
 
 960
 
  1,020
 11
 53
 (47) 
 
 1,037
 
  
Asset-backed securities:                                                
Automobile loans and leases
 
 
 
 
 
 
 
  
Other asset-backed securities1,182
 1
 (7) (130) 
 
 1,046
 (4)  566
 8
 (8) (165) 
 
 401
 
  
Total asset-backed securities1,182
 1
 (7) (130) 
 
 1,046
 (4)  566
 8
 (8) (165) 
 
 401
 
  
Total debt securities3,726
 56
 (2) 396
 80
 (481) 3,775
 (5)(4)
Marketable equity securities:                         
Perpetual preferred securities
 
 
 
 
 
 
 
  
Other marketable equity securities
 
 
 
 
 
 
 
  
Total marketable equity securities
 
 
 
 
 
 
 
(5)
Total available-for-sale
securities
3,726
 56
 (2) 396
 80
 (481) 3,775
 (5)  
Mortgages held for sale1,082
 20
 
 (55) 72
 (12) 1,107
 15
(6)
Total available-for-sale debt securities2,994
 27
 44
 (293) 
 (279) 2,493
 
(6)
Mortgage loans held for sale998
 (34) 
 (12) 40
 (6) 986
 (32)(7)
Loans held for sale14
 1
 
 (16) 21
 
 20
 
 
Loans5,316
 (29) 
 (499) 
 
 4,788
 (30)(6)376
 (1) 
 (54) 
 
 321
 (7)(7)
Mortgage servicing rights (residential) (7)12,415
 (3,434) 
 1,434
 
 
 10,415
 (1,789)(6)
Mortgage servicing rights (residential) (8)13,625
 732
 
 1,054
 
 
 15,411
 1,675
(7)
Net derivative assets and liabilities:                                                
Interest rate contracts288
 1,763
 
 (1,411) 
 (7) 633
 374
  71
 (408) 
 296
 
 
 (41) (94)  
Commodity contracts12
 5
 
 (2) 4
 1
 20
 13
  19
 30
 
 (26) 3
 
 26
 22
  
Equity contracts(111) (26) 
 (137) 22
 (123) (375) (278)  (511) 57
 
 64
 
 51
 (339) 80
  
Foreign exchange contracts
 1
 
 
 16
 
 17
 16
  7
 (25) 
 3
 
 
 (15) (17)  
Credit contracts(3) 25
 
 48
 
 
 70
 16
  36
 (4) 
 (8) 
 
 24
 (8)  
Other derivative contracts(58) (15) 
 
 
 
 (73) (15)  
Total derivative contracts128
 1,753
 
 (1,502) 42
 (129) 292
 126
(8)(378) (350) 
 329
 3
 51
 (345) (17)(9)
Other assets3,065
 142
 
 211
 
 
 3,418
 142
(5)
Short sale liabilities
 
 
 
 
 
 
 
(3)
Equity securities:                
Nonmarketable5,203
 693
 
 (96) 10
 (4) 5,806
 687
 
Total equity securities5,203
 693
 
 (96) 10
 (4) 5,806
 687
(10)
Other liabilities(30) 1
 
 25
 
 
 (4) 
(6)(3) 1
 
 
 
 
 (2) 
(7)
(1)See Table 13.1116.10 for detail.
(2)All assets and liabilities transferred into level 3 were previously classified within level 2.
(3)All assets and liabilities transferred out of level 3 are classified as level 2.
(4)Represents only net gains (losses) that are due to changes in economic conditions and management’s estimates of fair value and excludes changes due to the collection/realization of cash flows over time.
(3)(5)Included in net gains (losses) from trading activities and other noninterest income in the income statement.
(4)(6)Included in net gains (losses) fromon debt securities in the income statement.
(5)Included in net gains (losses) from equity investments in the income statement.
(6)(7)Included in mortgage banking and other noninterest income in the income statement.
(7)(8)For more information on the changes in mortgage servicing rights, see Note 811 (Mortgage Banking Activities).
(8)(9)Included in mortgage banking, trading activities, equity investmentssecurities and other noninterest income in the income statement.
(10)Included in net gains (losses) from equity securities in the income statement.
 
(continued on following page)
Note 13: Fair Values of Assets and Liabilities (continued)


(continued from previous page)


Table 13.1116.10 presents gross purchases, sales, issuances and settlements related to the changes in Level 3 assets and liabilities measured at fair value on a recurring basis for the first nine monthshalf of 2016.2018.

Table 13.11:16.10:Gross Purchases, Sales, Issuances and Settlements – Level 3 – NineSix months ended SeptemberJune 30, 20162018
(in millions)Purchases
 Sales
 Issuances
 Settlements
 Net
Six months ended June 30, 2018              
Trading debt securities:              
Securities of U.S. states and political subdivisions$
 
 
 
 
Collateralized loan obligations271
 (230) 
 (100) (59)
Corporate debt securities8
 (2) 
 
 6
Other trading debt securities
 
 
 
 
Total trading debt securities279
 (232) 
 (100) (53)
Available-for-sale debt securities:              
Securities of U.S. states and political subdivisions
 (4) 10
 (96) (90)
Mortgage-backed securities:             
Residential
 
 
 
 
Commercial
 
 
 (21) (21)
Total mortgage-backed securities
 
 
 (21) (21)
Corporate debt securities31
 
 
 (1) 30
Collateralized loan and other debt obligations
 
 
 (47) (47)
Asset-backed securities:         
Other asset-backed securities
 (8) 58
 (215) (165)
Total asset-backed securities
 (8) 58
 (215) (165)
Total available-for-sale debt securities31
 (12) 68
 (380) (293)
Mortgage loans held for sale47
 (151) 167
 (75) (12)
Loans held for sale
 (16) 
 
 (16)
Loans1
 
 8
 (63) (54)
Mortgage servicing rights (residential) (1)
 (5) 1,059
 
 1,054
Net derivative assets and liabilities:             
Interest rate contracts
 
 
 296
 296
Commodity contracts
 
 
 (26) (26)
Equity contracts
 
 
 64
 64
Foreign exchange contracts
 
 
 3
 3
Credit contracts8
 (4) 
 (12) (8)
Total derivative contracts8
 (4) 
 325
 329
Equity securities:         
Nonmarketable
 (17) 
 (79) (96)
Total equity securities
 (17) 
 (79) (96)
Other liabilities
 
 
 
 
(in millions)Purchases
 Sales
 Issuances
 Settlements
 Net
Nine months ended September 30, 2016              
Trading assets:              
Securities of U.S. states and political subdivisions$2
 (2) 
 (5) (5)
Collateralized loan obligations265
 (285) 
 
 (20)
Corporate debt securities32
 (35) 
 
 (3)
Mortgage-backed securities
 
 
 
 
Asset-backed securities
 
 
 
 
Equity securities
 (1) 
 
 (1)
Total trading securities299
 (323) 
 (5) (29)
Other trading assets
 
 
 
 
Total trading assets299
 (323) 
 (5) (29)
Available-for-sale securities:              
Securities of U.S. states and political subdivisions28
 (7) 475
 (389) 107
Mortgage-backed securities:             
Residential
 
 
 
 
Commercial22
 
 
 (3) 19
Total mortgage-backed securities22
 
 
 (3) 19
Corporate debt securities35
 (4) 
 (2) 29
Collateralized loan and other debt obligations610
 (49) 
 (190) 371
Asset-backed securities:         
Automobile loans and leases
 
 
 
 
Other asset-backed securities
 (28) 214
 (316) (130)
Total asset-backed securities
 (28) 214
 (316) (130)
Total debt securities695
 (88) 689
 (900) 396
Marketable equity securities:              
Perpetual preferred securities
 
 
 
 
Other marketable equity securities
 
 
 
 
Total marketable equity securities
 
 
 
 
Total available-for-sale securities695
 (88) 689
 (900) 396
Mortgages held for sale67
 (424) 443
 (141) (55)
Loans12
 
 248
 (759) (499)
Mortgage servicing rights (residential) (1)
 (19) 1,452
 1
 1,434
Net derivative assets and liabilities:             
Interest rate contracts
 
 
 (1,411) (1,411)
Commodity contracts
 
 
 (2) (2)
Equity contracts29
 (146) 
 (20) (137)
Foreign exchange contracts
 
 
 
 
Credit contracts5
 (2) 
 45
 48
Other derivative contracts
 
 
 
 
Total derivative contracts34
 (148) 
 (1,388) (1,502)
Other assets211
 
 
 
 211
Short sale liabilities
 
 
 
 
Other liabilities
 
 
 25
 25
(1)For more information on the changes in mortgage servicing rights, see Note 811 (Mortgage Banking Activities).


Table 13.1216.11 and Table 13.1316.12 provide quantitative information about the valuation techniques and significant unobservable inputs used in the valuation of substantially all of our Level 3 assets and liabilities measured at fair value on a recurring basis for which we use an internal model.
The significant unobservable inputs for Level 3 assets and liabilities that are valued using fair values obtained from third party vendors are not included in the table, as the specific inputs applied are not provided by the vendor. In addition, the table excludes the valuation techniques and significant unobservable inputs for certain classes of Level 3 assets and liabilities measured using an internal model that we consider, both individually and in the aggregate, insignificant relative to our overall Level 3 assets and liabilities. We made this determination
based upon an evaluation of each class, which considered the magnitude of the positions, nature of the unobservable inputs and potential for significant changes in fair value due to changes in those inputs. For information on how changes in significant unobservable inputs affect the fair values of Level 3 assets and liabilities, see Note 1718 (Fair Values of Assets and Liabilities) to Financial Statements in our 20162018 Form 10-K. 

Note 16: Fair Values of Assets and Liabilities (continued)

Table 13.12:16.11:Valuation Techniques – Recurring Basis – SeptemberJune 30, 2017

2019
($ in millions, except cost to service amounts)Fair Value Level 3
 Valuation Technique(s) Significant Unobservable Input Range of Inputs   
Weighted
Average (1)

Fair Value Level 3
 Valuation Technique(s) Significant Unobservable Input Range of Inputs   
Weighted
Average (1)

September 30, 2017       
Trading and available-for-sale securities:       
June 30, 2019       
Trading and available-for-sale debt securities:       
Securities of U.S. states and
political subdivisions:
              
Government, healthcare and
other revenue bonds
$630
 Discounted cash flow Discount rate 1.3
-5.4
% 2.4
$353
 Discounted cash flow Discount rate 1.5
-6.2
% 3.0
Other municipal bonds29
 Discounted cash flow Discount rate 4.2
-4.3
 4.3
50
 Vendor priced      38
 Vendor priced      
Collateralized loan and other debt
obligations (2)
383
 Market comparable pricing Comparability adjustment (16.5)-24.0
 3.1
249
 Market comparable pricing Comparability adjustment (11.3)-20.0
 1.7
649
 Vendor priced      
Corporate debt securities232
 Discounted cash flow Discount rate 2.0
 14.9
 8.5
66
 Market comparable pricing Comparability adjustment (14.0) 14.4
 (2.8)
1,014
 Vendor priced      129
 Vendor priced      
Asset-backed securities:              
Diversified payment rights (3)324
 Discounted cash flow Discount rate 2.1
-3.7
 2.8
132
 Discounted cash flow Discount rate 2.5
-4.9
 3.4
Other commercial and consumer285
(4)Discounted cash flow Discount rate 3.3
-4.7
 3.9
194
(4)Discounted cash flow Discount rate 3.9
-4.8
 4.0
  Weighted average life 1.3
-3.5
yrs 1.9
  Weighted average life 1.3
-1.9
yrs 1.8
26
 Vendor priced      15
 Vendor priced      
Mortgages held for sale (residential)1,009
 Discounted cash flow Default rate 0.0
-5.6
% 1.2
Mortgage loans held for sale (residential)1,101
 Discounted cash flow Default rate 0.0
-18.4
% 0.8
  Discount rate 1.1
-7.1
 5.3
  Discount rate 3.0
-6.3
 4.6
  Loss severity 0.1
-40.8
 18.8
  Loss severity 0.0
-46.4
 25.0
  Prepayment rate 6.5
-15.8
 9.2
  Prepayment rate 4.3
-14.4
 6.1
23
 Market comparable pricing Comparability adjustment (53.3)-(20.0) (43.2)14
 Market comparable pricing Comparability adjustment (56.3)-(25.0) (40.9)
Loans410
(5)Discounted cash flow Discount rate 2.8
-7.3
 4.1
202
(5)Discounted cash flow Discount rate 3.9
-4.4
 4.1
  Prepayment rate 8.5
-100.0
 92.4
  Prepayment rate 4.4
-100.0
 85.6
   Loss severity 0.0
-31.9
 5.8
   Loss severity 0.0
-34.8
 12.0
Mortgage servicing rights (residential)13,338
 Discounted cash flow Cost to service per loan (6) $79
-584
 145
12,096
 Discounted cash flow Cost to service per loan (6) $63
-482
 104
  Discount rate 6.5
-12.0
% 6.7
  Discount rate 6.5
-13.2
% 7.4
   Prepayment rate (7) 10.0
-20.5
 10.8
   Prepayment rate (7) 10.6
-24.6
 12.2
Net derivative assets and (liabilities):              
Interest rate contracts89
 Discounted cash flow Default rate 0.0
-5.0
 1.7
111
 Discounted cash flow Default rate 0.0
-5.0
 2.0
  Loss severity 50.0
-50.0
 50.0
  Loss severity 50.0
-50.0
 50.0
   Prepayment rate 2.8
-12.5
 10.1
   Prepayment rate 2.8
-25.0
 15.3
Interest rate contracts: derivative loan
commitments
25
 Discounted cash flow Fall-out factor 1.0
-99.0
 17.8
94
 Discounted cash flow Fall-out factor 1.0
-99.0
 19.5
   Initial-value servicing (38.0)-98.2
bps 27.9
   Initial-value servicing (40.5)-67.1
bps 12.3
Equity contracts105
 Discounted cash flow Conversion factor (9.8)-0.0
% (7.8)146
 Discounted cash flow Conversion factor (8.9)-0.0
% (8.3)
   Weighted average life 0.3
-2.3
yrs 1.4
   Weighted average life 1.0
-3.5
yrs 2.0
(696) Option model Correlation factor (77.0)-98.0
% 29.5
(374) Option model Correlation factor (77.0)-98.5
% 63.9
   Volatility factor 5.0
-100.0
 19.2
   Volatility factor 6.5
-105.2
 24.1
Credit contracts(3) Market comparable pricing Comparability adjustment (25.8)-15.7
 (0.8)2
 Market comparable pricing Comparability adjustment (48.3)-29.6
 (6.9)
56
 Option model Credit spread 0.0
-12.2
 1.2
43
 Option model Credit spread 0.1
-21.4
 0.9
  Loss severity 12.0
-60.0
 48.8
   Loss severity 13.0
-60.0
 45.6
Other assets: nonmarketable equity investments10
 Discounted cash flow Discount rate 5.0
-10.3
 9.7
  Volatility Factor 0.5
-1.3
 0.8
4,463
 Market comparable pricing Comparability adjustment (19.1)-(3.3) (14.6)
Nonmarketable equity securities7,110
 Market comparable pricing Comparability adjustment (21.7)-(6.3) (16.6)
              
Insignificant Level 3 assets, net of liabilities534
(8)      26
(8)      
Total level 3 assets, net of liabilities$22,104
(9)      $22,628
(9)      
(1)Weighted averages are calculated using outstanding unpaid principal balance for cash instruments, such as loans and securities, and notional amounts for derivative instruments.
(2)
Includes $1.0 billion$649 million of collateralized debt obligations.
(3)Securities backed by specified sources of current and future receivables generated from foreign originators.
(4)A significant portion of the balancePredominantly consists of investments in asset-backed securities that are revolving in nature, for which the timing of advances and repayments of principal are uncertain.
(5)Consists of reverse mortgage loans.
(6)
The high end of the range of inputs is for servicing modified loans. For non-modified loans the range is $79$63 - $282.
$208.
(7)Includes a blend of prepayment speeds and expected defaults. Prepayment speeds are influenced by mortgage interest rates as well as our estimation of drivers of borrower behavior.
(8)Represents the aggregate amount of Level 3 assets and liabilities measured at fair value on a recurring basis that are individually and in the aggregate insignificant. The amount includes corporate debt securities, mortgage-backed securities, other trading assets,positions, other liabilities and certain net derivative assets and liabilities, such as commodity contracts and foreign exchange contracts, and other derivative contracts.
(9)
Consists of total Level 3 assets of $24.1$24.9 billion and total Level 3 liabilities of $2.0$2.3 billion,, before netting of derivative balances.


Note 13: Fair Values of Assets and Liabilities (continued)


Table 13.13:16.12:Valuation Techniques – Recurring Basis – December 31, 20162018


($ in millions, except cost to service amounts)Fair Value Level 3
 Valuation Technique(s) Significant Unobservable Input Range of Inputs   
Weighted
Average (1)

Fair Value Level 3
 Valuation Technique(s) Significant Unobservable Input Range of Inputs   
Weighted
Average (1)

December 31, 2016       
Trading and available-for-sale securities:       
December 31, 2018       
Trading and available-for-sale debt securities:       
Securities of U.S. states and
political subdivisions:
              
Government, healthcare and
other revenue bonds
$906
 Discounted cash flow Discount rate 1.1
-5.6
% 2.0
$404
 Discounted cash flow Discount rate 2.1
-6.4
% 3.4
Other municipal bonds29
 Discounted cash flow Discount rate 3.7
-4.9
 4.5
  Weighted average life 3.6
-3.6
yrs 3.6
208
 Vendor priced      43
 Vendor priced      
Collateralized loan and other debt
obligations (2)
309
 Market comparable pricing Comparability adjustment (15.5)-20.3
% 2.9
298
 Market comparable pricing Comparability adjustment (13.5)-22.1
 3.2
739
 Vendor priced      
Corporate debt securities220
 Discounted cash flow Discount rate 4.0
 11.7
 8.5
56
 Market comparable pricing Comparability adjustment (11.3) 16.6
 (1.4)
879
 Vendor priced      128
 Vendor priced      
Asset-backed securities:              
Diversified payment rights (3)443
 Discounted cash flow Discount rate 1.9
-4.8
 3.3
171
 Discounted cash flow Discount rate 3.4
-6.2
 4.4
Other commercial and consumer492
(4)Discounted cash flow Discount rate 3.0
-4.6
 3.9
198
(4)Discounted cash flow Discount rate 4.6
-5.2
 4.7
  Weighted average life 0.8
-4.2
yrs 2.9
  Weighted average life 1.1
-1.5
yrs 1.1
27
 Vendor priced      20
 Vendor priced      
Mortgages held for sale (residential)955
 Discounted cash flow Default rate 0.5
-7.9
% 1.9
Mortgage loans held for sale (residential)982
 Discounted cash flow Default rate 0.0
-15.6
% 0.8
  Discount rate 1.1
-6.9
 5.1
  Discount rate 1.1
-6.6
 5.5
  Loss severity 0.1
-42.5
 26.9
  Loss severity 
-43.3
 23.4
  Prepayment rate 6.3
-17.1
 10.0
  Prepayment rate 3.2
-13.4
 4.6
30
 Market comparable pricing Comparability adjustment (53.3)-0.0
 (37.8)15
 Market comparable pricing Comparability adjustment (56.3)-(6.3) (36.3)
Loans758
(5)Discounted cash flow Discount rate 0.0
-3.9
 0.6
244
(5)Discounted cash flow Discount rate 3.4
-6.4
 4.2
  Prepayment rate 0.4
-100.0
 83.7
  Prepayment rate 2.9
-100.0
 87.2
   Utilization rate 0.0
-0.8
 0.1
   Loss severity 0.0
-34.8
 10.2
Mortgage servicing rights (residential)12,959
 Discounted cash flow Cost to service per loan (6) $79
-598
 155
14,649
 Discounted cash flow Cost to service per loan (6) $62
-507
 106
  Discount rate 6.5
-18.4
% 6.8
  Discount rate 7.1
-15.3
% 8.1
   Prepayment rate (7) 9.4
-20.6
 10.3
   Prepayment rate (7) 9.0
-23.5
 9.9
Net derivative assets and (liabilities):              
Interest rate contracts127
 Discounted cash flow Default rate 0.1
-6.8
 2.1
(35) Discounted cash flow Default rate 0.0
-5.0
 2.0
  Loss severity 50.0
-50.0
 50.0
  Loss severity 50.0
-50.0
 50.0
   Prepayment rate 2.8
-12.5
 9.6
   Prepayment rate 2.8
-25.0
 13.8
Interest rate contracts: derivative loan
commitments
(6) Discounted cash flow Fall-out factor 1.0
-99.0
 15.0
60
 Discounted cash flow Fall-out factor 1.0
-99.0
 19.4
   Initial-value servicing (23.0)-131.2
bps 56.8
   Initial-value servicing (36.6)-91.7
bps 18.5
Equity contracts79
 Discounted cash flow Conversion factor (10.6)-0.0
% (7.9)104
 Discounted cash flow Conversion factor (9.3)-0.0
% (7.8)
   Weighted average life��1.0
-3.0
yrs 2.0
   Weighted average life 1.0
-3.0
yrs 1.8
(346) Option model Correlation factor (65.0)-98.5
% 39.9
(121) Option model Correlation factor (77.0)-99.0
% 21.6
   Volatility factor 6.5
-100.0
 20.7
   Volatility factor 6.5
-100.0
 21.8
Credit contracts(28) Market comparable pricing Comparability adjustment (27.7)-21.3
 0.02
3
 Market comparable pricing Comparability adjustment (15.5)-40.0
 3.5
105
 Option model Credit spread 0.0
-11.6
 1.2
32
 Option model Credit spread 0.9
-21.5
 1.3
  Loss severity 12.0
-60.0
 50.4
   Loss severity 13.0
-60.0
 45.2
Other assets: nonmarketable equity investments21
 Discounted cash flow Discount rate 5.0
-10.3
 8.7
  Volatility Factor 0.3
-2.4
 1.1
3,238
 Market comparable pricing Comparability adjustment (22.1)-(5.5) (16.4)
Nonmarketable equity securities5,468
 Market comparable pricing Comparability adjustment (20.6)-(4.3) (15.8)
              
Insignificant Level 3 assets, net of liabilities570
(8)      93
(8)      
Total level 3 assets, net of liabilities$21,755
(9)      $23,771
(9)      
(1)Weighted averages are calculated using outstanding unpaid principal balance for cash instruments, such as loans and securities, and notional amounts for derivative instruments.
(2)
Includes $847$800 million of collateralized debt obligations.
(3)Securities backed by specified sources of current and future receivables generated from foreign originators.
(4)A significant portion of the balancePredominantly consists of investments in asset-backed securities that are revolving in nature, for which the timing of advances and repayments of principal are uncertain.
(5)Consists of reverse mortgage loans.
(6)
The high end of the range of inputs is for servicing modified loans. For non-modified loans the range is $79$62 - $293.
$204.
(7)Includes a blend of prepayment speeds and expected defaults. Prepayment speeds are influenced by mortgage interest rates as well as our estimation of drivers of borrower behavior.
(8)Represents the aggregate amount of Level 3 assets and liabilities measured at fair value on a recurring basis that are individually and in the aggregate insignificant. The amount includes corporate debt securities, mortgage-backed securities, other trading assets,positions, other liabilities and certain net derivative assets and liabilities, such as commodity contracts and foreign exchange contracts, and other derivative contracts.
(9)
Consists of total Level 3 assets of $23.5$25.3 billion and total Level 3 liabilities of $1.7$1.6 billion,, before netting of derivative balances.



Note 16: Fair Values of Assets and Liabilities (continued)

The valuation techniques used for our Level 3 assets and liabilities, as presented in the previous tables, are described as follows: 
Discounted cash flow – Discounted cash flow valuation techniques generally consist of developing an estimate of future cash flows that are expected to occur over the life of an instrument and then discounting those cash flows at a rate of return that results in the fair value amount.
Market comparable pricing – Market comparable pricing valuation techniques are used to determine the fair value of certain instruments by incorporating known inputs, such as recent transaction prices, pending transactions, or prices of other similar investments that require significant adjustment to reflect differences in instrument characteristics.
Option model – Option model valuation techniques are generally used for instruments in which the holder has a contingent right or obligation based on the occurrence of a future event, such as the price of a referenced asset going above or below a predetermined strike price. Option models estimate the likelihood of the specified event occurring by incorporating assumptions such as volatility estimates, price of the underlying instrument and expected rate of return.
Vendor-priced – Prices obtained from third party pricing vendors or brokers that are used to record the fair value of the asset or liability for which the related valuation technique and significant unobservable inputs are not provided.
Discounted cash flow – Discounted cash flow valuation techniques generally consist of developing an estimate of future cash flows that are expected to occur over the life of an instrument and then discounting those cash flows at a rate of return that results in the fair value amount.
Market comparable pricing – Market comparable pricing valuation techniques are used to determine the fair value of certain instruments by incorporating known inputs, such as recent transaction prices, pending transactions, or prices of other similar investments that require significant adjustment to reflect differences in instrument characteristics.
Option model – Option model valuation techniques are generally used for instruments in which the holder has a contingent right or obligation based on the occurrence of a future event, such as the price of a referenced asset going above or below a predetermined strike price. Option models estimate the likelihood of the specified event occurring by incorporating assumptions such as volatility estimates, price of the underlying instrument and expected rate of return.
Vendor-priced – Prices obtained from third party pricing vendors or brokers that are used to record the fair value of the asset or liability for which the related valuation technique and significant unobservable inputs are not provided.
 
Significant unobservable inputs presented in the previous tables are those we consider significant to the fair value of the Level 3 asset or liability. We consider unobservable inputs to be significant if by their exclusion the fair value of the Level 3 asset or liability would be impacted by a predetermined percentage change. We also consider qualitative factors, such as nature of the instrument, type of valuation technique used, and the significance of the unobservable inputs relative to other inputs used within the valuation. Following is a description of the significant unobservable inputs provided in the table. 
Comparability adjustment – is an adjustment made to observed market data, such as a transaction price in order to reflect dissimilarities in underlying collateral, issuer, rating, or other factors used within a market valuation approach, expressed as a percentage of an observed price.
Conversion Factor – is the risk-adjusted rate in which a particular instrument may be exchanged for another instrument upon settlement, expressed as a percentage change from a specified rate.
Correlation factor – is the likelihood of one instrument changing in price relative to another based on an established relationship expressed as a percentage of relative change in price over a period over time.
Comparability adjustment – is an adjustment made to observed market data, such as a transaction price in order to reflect dissimilarities in underlying collateral, issuer, rating, or other factors used within a market valuation approach, expressed as a percentage of an observed price.
Conversion Factor – is the risk-adjusted rate in which a particular instrument may be exchanged for another instrument upon settlement, expressed as a percentage change from a specified rate.
Correlation factor – is the likelihood of one instrument changing in price relative to another based on an established relationship expressed as a percentage of relative change in price over a period over time.


 
Cost to service – is the expected cost per loan of servicing a portfolio of loans, which includes estimates for unreimbursed expenses (including delinquency and foreclosure costs) that may occur as a result of servicing such loan portfolios.
Credit spread – is the portion of the interest rate in excess of a benchmark interest rate, such as Overnight Index Swap (OIS), LIBOR or U.S. Treasury rates, that when applied to an investment captures changes in the obligor’s creditworthiness.
Default rate – is an estimate of the likelihood of not collecting contractual amounts owed expressed as a constant default rate (CDR).
Discount rate – is a rate of return used to calculate the present value of the future expected cash flow to arrive at the fair value of an instrument. The discount rate consists of a benchmark rate component and a risk premium component. The benchmark rate component, for example, OIS, LIBOR or U.S. Treasury rates, is generally observable within the market and is necessary to appropriately reflect the time value of money. The risk premium component reflects the amount of compensation market participants require due to the uncertainty inherent in the instruments’ cash flows resulting from risks such as credit and liquidity.
Fall-out factor – is the expected percentage of loans associated with our interest rate lock commitment portfolio that are likely of not funding.
Initial-value servicing – is the estimated value of the underlying loan, including the value attributable to the embedded servicing right, expressed in basis points of outstanding unpaid principal balance.
Loss severity – is the estimated percentage of contractual cash flows lost in the event of a default.
Prepayment rate – is the estimated rate at which forecasted prepayments of principal of the related loan or debt instrument are expected to occur, expressed as a constant prepayment rate (CPR).
Volatility factor – is the extent of change in price an item is estimated to fluctuate over a specified period of time expressed as a percentage of relative change in price over a period over time.
Weighted average life – is the weighted average number of years an investment is expected to remain outstanding based on its expected cash flows reflecting the estimated date the issuer will call or extend the maturity of the instrument or otherwise reflecting an estimate of the timing of an instrument’s cash flows whose timing is not contractually fixed.
Cost to service – is the expected cost per loan of servicing a portfolio of loans, which includes estimates for unreimbursed expenses (including delinquency and foreclosure costs) that may occur as a result of servicing such loan portfolios.
Credit spread – is the portion of the interest rate in excess of a benchmark interest rate, such as Overnight Index Swap (OIS), LIBOR or U.S. Treasury rates, that when applied to an investment captures changes in the obligor’s creditworthiness.
Default rate – is an estimate of the likelihood of not collecting contractual amounts owed expressed as a constant default rate (CDR).
Discount rate – is a rate of return used to calculate the present value of the future expected cash flow to arrive at the fair value of an instrument. The discount rate consists of a benchmark rate component and a risk premium component. The benchmark rate component, for example, OIS, LIBOR or U.S. Treasury rates, is generally observable within the market and is necessary to appropriately reflect the time value of money. The risk premium component reflects the amount of compensation market participants require due to the uncertainty inherent in the instruments’ cash flows resulting from risks such as credit and liquidity.
Fall-out factor – is the expected percentage of loans associated with our interest rate lock commitment portfolio that are likely of not funding.
Initial-value servicing – is the estimated value of the underlying loan, including the value attributable to the embedded servicing right, expressed in basis points of outstanding unpaid principal balance.
Loss severity – is the estimated percentage of contractual cash flows lost in the event of a default.
Prepayment rate – is the estimated rate at which forecasted prepayments of principal of the related loan or debt instrument are expected to occur, expressed as a constant prepayment rate (CPR).
Utilization rate – is the estimated rate in which incremental portions of existing reverse mortgage credit lines are expected to be drawn by borrowers, expressed as an annualized rate.
Volatility factor – is the extent of change in price an item is estimated to fluctuate over a specified period of time expressed as a percentage of relative change in price over a period over time.
Weighted average life – is the weighted average number of years an investment is expected to remain outstanding based on its expected cash flows reflecting the estimated date the issuer will call or extend the maturity of the instrument or otherwise reflecting an estimate of the timing of an instrument’s cash flows whose timing is not contractually fixed.

Note 13: Fair Values of Assets and Liabilities (continued)


Assets and Liabilities Recorded at Fair Value on a Nonrecurring Basis
We may be required, from time to time, to measure certain assets at fair value on a nonrecurring basis in accordance with GAAP. These adjustments to fair value usually result from application of LOCOM accounting, write-downs of individual assets or use of the measurement alternative for nonmarketable equity securities.
 
LOCOM accounting or write-downs of individual assets. Table 13.1416.13 provides the fair value hierarchy and carrying amountfair value at the date of the nonrecurring fair value adjustment for all assets that were still held as of SeptemberJune 30, 2017,2019 and December 31, 2016,2018,and for which a nonrecurring fair value adjustment was recorded during the periods presented.six months ended June 30, 2019 and year ended December 31, 2018.
Table 13.14:16.13:Fair Value on a Nonrecurring Basis
September 30, 2017  December 31, 2016 June 30, 2019  December 31, 2018 
(in millions)Level 1
 Level 2
 Level 3
 Total
 Level 1
 Level 2
 Level 3
 Total
Level 1
 Level 2
 Level 3
 Total
 Level 1
 Level 2
 Level 3
 Total
Mortgages held for sale (LOCOM) (1)$
 1,652
 1,340
 2,992
 
 2,312
 1,350
 3,662
Mortgage loans held for sale (LOCOM) (1)$
 1,865
 3,148
 5,013
 
 1,213
 1,233
 2,446
Loans held for sale
 18
 
 18
 
 8
 
 8

 26
 
 26
 
 313
 
 313
Loans:                                  
Commercial
 386
 
 386
 
 464
 
 464

 215
 
 215
 
 339
 
 339
Consumer
 460
 10
 470
 
 822
 7
 829

 164
 1
 165
 
 346
 1
 347
Total loans (2)
 846
 10
 856
 
 1,286
 7
 1,293

 379
 1
 380
 
 685
 1
 686
Other assets - excluding nonmarketable equity investments at NAV (3)
 198
 146
 344
 
 233
 412
 645
Total included in the fair value hierarchy$
 2,714
 1,496
 4,210
 
 3,839
 1,769
 5,608
Other assets - nonmarketable equity investments at NAV (4)

 

 

 5
 

 

 

 13
Nonmarketable equity securities (3)
 812
 83
 895
 
 774
 157
 931
Other assets (4)
 153
 
 153
 
 149
 6
 155
Total assets at fair value on a nonrecurring basis

 

 

 $4,215
 

 

 

 5,621
$
 3,235
 3,232
 6,467
 
 3,134
 1,397
 4,531
(1)Consists of commercial mortgages and residential real estate 1-4 family first mortgage loans.
(2)Represents the carrying value of loans for which nonrecurring adjustments are based on the appraised value of the collateral.
(3)Consists of certain nonmarketable equity securities that are measured at fair value on a nonrecurring basis, including observable price adjustments for nonmarketable equity securities carried under the measurement alternative.
(4)Includes the fair value of foreclosed real estate, other collateral owned and operating lease assets and nonmarketable equity investments.assets.
(4)Consists of certain nonmarketable equity investments that are measured at fair value on a nonrecurring basis using NAV per share (or its equivalent) as a practical expedient and are excluded from the fair value hierarchy.

Table 13.1516.14 presents the increase (decrease) in value of certain assets held at the end of the respective reporting periods presented for which a nonrecurring fair value adjustment was recognized during the periods presented.
Table 13.15:16.14:Change in Value of Assets with Nonrecurring Fair Value Adjustment
Nine months ended September 30, Six months ended June 30, 
(in millions)2017
 2016
2019
 2018
Mortgages held for sale (LOCOM)$23
 26
Mortgage loans held for sale (LOCOM)$18
 13
Loans held for sale(1) (21)(2) (78)
Loans:        
Commercial(286) (736)(106) (138)
Consumer(371) (578)(121) (185)
Total loans (1)
(657) (1,314)(227) (323)
Other assets (2)
(179) (339)
Nonmarketable equity securities (2)264
 (17)
Other assets (3)(29) (30)
Total$(814) (1,648)$24
 (435)
(1)Represents write-downs of loans based on the appraised value of the collateral.
(2)Includes impairment losses for nonmarketable equity securities accounted for under the equity method and measurement alternative. Also includes observable price adjustments for nonmarketable equity securities accounted for under the measurement alternative.
(3)Includes the losses on foreclosed real estate and other collateral owned that were measured at fair value subsequent to their initial classification as foreclosed assets. Also includes impairment losses on nonmarketable equity investments. 


Note 16: Fair Values of Assets and Liabilities (continued)

Table 13.1616.15 provides quantitative information about the valuation techniques and significant unobservable inputs used in the valuation of substantially all of our Level 3 assets that are measured at fair value on a nonrecurring basis using an internal model. The table is limited to financial instruments that had nonrecurring fair value adjustments during the periods presented.
We have excluded from the table valuation techniques and significant unobservable inputs for certain classes of Level 3
 
assets measured using an internal model that we consider, both individually and in the aggregate, insignificant relative to our overall Level 3 nonrecurring measurements. We made this determination based upon an evaluation of each class that considered the magnitude of the positions, nature of the unobservable inputs and potential for significant changes in fair value due to changes in those inputs.
 
Table 13.16:16.15:Valuation Techniques – Nonrecurring Basis
($ in millions)
Fair Value
Level 3

 
Valuation Technique(s) (1)
 
Significant
Unobservable Inputs (1)
 Range of inputs 
Weighted
Average (2)

September 30, 2017           
Residential mortgages held for sale (LOCOM)$1,340
(3)Discounted cash flow Default rate(4)0.110.3% 2.6%
     Discount rate 1.58.5
 3.8
     Loss severity 0.857.6
 2.6
     Prepayment rate(5)5.3100.0
 49.8
Other assets: nonmarketable equity investments34
 Discounted cash flow Discount rate 5.010.5
 9.4
Insignificant level 3 assets122
          
Total$1,496
          
December 31, 2016           
Residential mortgages held for sale (LOCOM)$1,350
(3)Discounted cash flow Default rate(4)0.24.3% 1.9%
     Discount rate 1.58.5
 3.8
     Loss severity 0.750.1
 2.4
     Prepayment rate(5)3.0100.0
 50.7
Other assets: nonmarketable equity investments220
 Discounted cash flow Discount rate 4.79.3
 7.3
Insignificant level 3 assets199
          
Total$1,769
          
($ in millions)
Fair Value
Level 3

 
Valuation
Technique(s) (1)
 
Significant
Unobservable Inputs (1)
 Range of inputs 
Weighted
Average (2)

June 30, 2019           
Residential mortgage loans held for sale (LOCOM)$3,148
(3)Discounted cash flow Default rate(4)0.35.7% 1.4%
     Discount rate 1.59.5
 4.8
     Loss severity 0.562.3
 24.7
     Prepayment rate(5)5.1100.0
 21.6
Nonmarketable equity securities
 Discounted cash flow Discount rate 
 
Insignificant level 3 assets84
          
Total$3,232
          
December 31, 2018           
Residential mortgage loans held for sale (LOCOM)$1,233
(3)Discounted cash flow Default rate(4)0.22.3% 1.4%
     Discount rate 1.58.5
 4.0
     Loss severity 0.566.0
 1.7
     Prepayment rate(5)3.5100.0
 46.5
Nonmarketable equity securities7
 Discounted cash flow Discount rate 10.510.5
 10.5
Insignificant level 3 assets157
          
Total$1,397
          
(1)Refer to the narrative following Table 13.1316.12 for a definition of the valuation technique(s) and significant unobservable inputs.
(2)For residential MHFS,MLHFS, weighted averages are calculated using the outstanding unpaid principal balance of the loans.
(3)
Consists of approximately $1.3$1.3 billion and $1.2 billion of government insured/guaranteed loans purchased from GNMA-guaranteed mortgage securitizations at both SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively, and $30$1.8 billion and $27 million, and $33 million respectively, of other mortgage loans that are not government insured/guaranteed at September 30, 2017 and December 31, 2016, respectively.
guaranteed.
(4)Applies only to non-government insured/guaranteed loans.
(5)Includes the impact on prepayment rate of expected defaults for government insured/guaranteed loans, which impact the frequency and timing of early resolution of loans.


Alternative Investments
We hold certain nonmarketable equity investments for which we use NAV per share (or its equivalent) as a practical expedient for fair value measurements, including estimated fair values for investments accounted for under the cost method. The investments consist of private equity funds that invest in equity and debt securities issued by private and publicly-held companies. The fair values of these investments and related unfunded commitments totaled $27 million and $25 million, respectively, at September 30, 2017, and $48 million and $37 million, respectively, at December 31, 2016. The investments do not allow redemptions. We receive distributions as the underlying assets of the funds liquidate, which we expect to occur through 2025.

Note 13: Fair Values of Assets and Liabilities (continued)


Fair Value Option
The fair value option is an irrevocable election, generally only permitted upon initial recognition of financial assets or liabilities, to measure eligible financial instruments at fair value with changes in fair value reflected in earnings. We may elect the fair value option to align the measurement model with how the financial assets or liabilities are managed or to reduce complexity
or accounting asymmetry. For more information, including the basis for our fair value option elections, see Note 1718 (Fair Values of Assets and Liabilities) to Financial Statements in our 20162018 Form 10-K.

Table 13.1716.16 reflects differences between the fair value carrying amount of the assets for which we have elected the fair value option and the contractual aggregate unpaid principal amount at maturity.

Table 13.17:16.16:Fair Value Option
  September 30, 2017  December 31, 2016 
(in millions)
Fair value
carrying
amount

 
Aggregate
unpaid
principal

 
Fair value
carrying
amount
less
aggregate
unpaid
principal

 
Fair value
carrying
amount

 
Aggregate
unpaid
principal

 
Fair value
carrying
amount
less
aggregate
unpaid
principal

Trading assets – loans:           
     Total loans$1,182
 1,231
 (49) 1,332
 1,418
 (86)
     Nonaccrual loans65
 84
 (19) 100
 115
 (15)
Mortgages held for sale:           
Total loans16,484
 16,087
 397
 22,042
 21,961
 81
Nonaccrual loans120
 159
 (39) 136
 182
 (46)
Loans 90 days or more past due and still accruing13
 16
 (3) 12
 16
 (4)
Loans held for sale:           
Total loans
 6
 (6) 
 6
 (6)
Nonaccrual loans
 6
 (6) 
 6
 (6)
Loans:           
Total loans410
 437
 (27) 758
 775
 (17)
Nonaccrual loans267
 293
 (26) 297
 318
 (21)
Other assets (1)4,523
 N/A
 N/A
 3,275
 N/A
 N/A
(1)Consists of nonmarketable equity investments carried at fair value. See Note 6 (Other Assets) for more information.

  June 30, 2019  December 31, 2018 
(in millions)
Fair value
carrying
amount

 
Aggregate
unpaid
principal

 
Fair value
carrying
amount
less
aggregate
unpaid
principal

 
Fair value
carrying
amount

 
Aggregate
unpaid
principal

 
Fair value
carrying
amount
less
aggregate
unpaid
principal

Mortgage loans held for sale:           
Total loans$16,343
 15,906
 437
 11,771
 11,573
 198
Nonaccrual loans130
 155
 (25) 127
 158
 (31)
Loans 90 days or more past due and still accruing8
 10
 (2) 7
 9
 (2)
Loans held for sale:           
Total loans1,118
 1,166
 (48) 1,469
 1,536
 (67)
Nonaccrual loans57
 65
 (8) 21
 32
 (11)
Loans:           
Total loans202
 231
 (29) 244
 274
 (30)
Nonaccrual loans150
 179
 (29) 179
 208
 (29)



Note 16: Fair Values of Assets and Liabilities (continued)

The assets accounted for under the fair value option are initially measured at fair value. Gains and losses from initial measurement and subsequent changes in fair value are recognized in earnings. The changes in fair value related to initial
measurement and subsequent changes in fair value included in
earnings for these assets measured at fair value are shown in Table 13.1816.17 by income statement line item. Amounts recorded as interest income are excluded from Table 16.17.
Table 13.18:16.17:Fair Value Option – Changes in Fair Value Included in Earnings
  2017  2016 
(in millions)Mortgage banking noninterest income
 
Net gains
(losses)
from
trading
activities

 
Other
noninterest
income

 
Mortgage
banking
noninterest
income

 
Net gains
(losses)
from
trading
activities

 
Other
noninterest
income

Quarter ended September 30,    
   
   
   
   
Trading assets - loans$
 6
 
 
 21
 1
Mortgages held for sale400
 
 
 563
 
 
Loans
 
 
 
 
 (25)
Other assets
 
 522
 
 
 383
Other interests held (1)
 (1) 
 
 (3) 
Nine months ended September 30,           
Trading assets – loans$
 42
 1
 
 47
 2
Mortgages held for sale967
 
 
 1,739
 
 
Loans
 
 
 
 
 (29)
Other assets
 
 1,233
 
 
 149
Other interests held (1)
 (5) 
 
 (4) 
  2019  2018 
(in millions)Mortgage banking noninterest income
 
Net gains
(losses)
from
trading
activities

 
Other
noninterest
income

 
Mortgage
banking
noninterest
income

 
Net gains (losses)
from
trading
activities

 
Other
noninterest
income

Quarter ended June 30,    
   
   
   
   
Mortgage loans held for sale$379
 
 
 114
 
 
Loans held for sale
 (4) 
 
 9
 
Loans
 
 1
 
 
 
Other interests held (1)
 (1) 
 
 (1) 
Six months ended June 30,           
Mortgage loans held for sale$593
 
 
 55
 
 
Loans held for sale
 10
 1
 
 15
 
Loans
 
 1
 
 
 (1)
Other interests held (1)
 (2) 
 
 (2) 
(1)Includes retained interests in securitizations.


For performing loans, instrument-specific credit risk gains or losses were derived principally by determining the change in fair value of the loans due to changes in the observable or implied credit spread. Credit spread is the market yield on the loans less the relevant risk-free benchmark interest rate. For
nonperforming loans, we attribute all changes in fair value to
instrument-specific credit risk. Table 13.1916.18 shows the estimated gains and losses from earnings attributable to instrument-specific credit risk related to assets accounted for under the fair value option.

Table 13.19:16.18:Fair Value Option – Gains/Losses Attributable to Instrument-Specific Credit Risk
 Quarter ended June 30,  Six months ended June 30, 
(in millions)2019
 2018
 2019
 2018
Gains (losses) attributable to instrument-specific credit risk:  
   
    
Mortgage loans held for sale$16
 (2) 12
 (1)
Loans held for sale(3) 9
 11
 15
Total$13
 7
 23
 14

  Quarter ended September 30,  Nine months ended September 30, 
(in millions)2017
 2016
 2017
 2016
Gains (losses) attributable to instrument-specific credit risk:  
   
    
Trading assets – loans$6
 21
 42
 47
Mortgages held for sale(4) 1
 (9) (4)
Total$2
 22
 33
 43


Disclosures about Fair Value of Financial Instruments
Table 13.2016.19 is a summary of fair value estimates for financial instruments, excluding financial instruments recorded at fair value on a recurring basis, as they are included within Table 13.216.2 in this Note. The carrying amounts in the following table are recorded on the balance sheet under the indicated captions, except for nonmarketable equity investments, which are included in other assets.captions.
We have not included assets and liabilities that are not financial instruments in our disclosure, such as the value of the long-term relationships with our deposit, credit card and trust customers, amortized MSRs, premises and equipment, goodwill and other intangibles, deferred taxes and other liabilities.
The total of the fair value calculations presented does not represent, and should not be construed to represent, the underlying value of the Company.
Note 13: Fair Values of Assets and Liabilities (continued)


Table 13.20:16.19:Fair Value Estimates for Financial Instruments
   Estimated fair value 
(in millions)Carrying amount
 Level 1
 Level 2
 Level 3
 Total
June 30, 2019         
Financial assets         
Cash and due from banks (1)$20,880
 20,880
 
 
 20,880
Interest-earning deposits with banks (1)143,547
 143,312
 235
 
 143,547
Federal funds sold and securities purchased under resale agreements (1)112,119
 
 112,119
 
 112,119
Held-to-maturity debt securities145,876
 45,336
 101,943
 585
 147,864
Mortgage loans held for sale6,655
 
 3,548
 4,102
 7,650
Loans held for sale63
 
 63
 
 63
Loans, net (2)920,977
 
 49,839
 878,601
 928,440
Nonmarketable equity securities (cost method)5,622
 
 
 5,654
 5,654
Total financial assets$1,355,739
 209,528
 267,747
 888,942
 1,366,217
Financial liabilities         
Deposits (3)$139,343
 
 106,653
 32,549
 139,202
Short-term borrowings115,344
 
 115,345
 
 115,345
Long-term debt (4)241,441
 
 242,529
 1,626
 244,155
Total financial liabilities$496,128



464,527

34,175
 498,702
December 31, 2018         
Financial assets         
Cash and due from banks (1)$23,551
 23,551
 
 
 23,551
Interest-earning deposits with banks (1)149,736
 149,542
 194
 
 149,736
Federal funds sold and securities purchased under resale agreements (1)80,207
 
 80,207
 
 80,207
Held-to-maturity debt securities144,788
 44,339
 97,275
 501
 142,115
Mortgage loans held for sale3,355
 
 2,129
 1,233
 3,362
Loans held for sale572
 
 572
 
 572
Loans, net (2)923,703
 
 45,190
 872,725
 917,915
Nonmarketable equity securities (cost method)5,643
 
 
 5,675
 5,675
Total financial assets$1,331,555
 217,432
 225,567
 880,134
 1,323,133
Financial liabilities         
Deposits (3)$130,645
 
 107,448
 22,641
 130,089
Short-term borrowings105,787
 
 105,789
 
 105,789
Long-term debt (4)229,008
 
 225,904
 2,230
 228,134
Total financial liabilities$465,440



439,141

24,871
 464,012
    
 Estimated fair value 
(in millions)Carrying amount
 Level 1
 Level 2
 Level 3
 Total
September 30, 2017         
Financial assets         
Cash and due from banks (1)$19,206
 19,206
 
 
 19,206
Federal funds sold, securities purchased under resale agreements and other short-term investments (1)273,105
 206,073
 66,963
 69
 273,105
Held-to-maturity securities142,423
 45,282
 96,627
 909
 142,818
Mortgages held for sale (2)3,525
 
 2,189
 1,340
 3,529
Loans held for sale157
 
 157
 
 157
Loans, net (3)921,420
 
 54,106
 881,812
 935,918
Nonmarketable equity investments (cost method)         
Excluding investments at NAV7,642
 
 23
 8,084
 8,107
Total financial assets included in the fair value hierarchy1,367,478
 270,561
 220,065
 892,214
 1,382,840
Investments at NAV (4)25
       27
Total financial assets$1,367,503









 1,382,867
Financial liabilities         
Deposits$1,306,706
 
 1,285,239
 21,455
 1,306,694
Short-term borrowings (1)93,811
 
 93,811
 
 93,811
Long-term debt (5)238,854
 
 240,846
 2,306
 243,152
Total financial liabilities$1,639,371



1,619,896

23,761
 1,643,657
December 31, 2016         
Financial assets         
Cash and due from banks (1)$20,729
 20,729
 
 
 20,729
Federal funds sold, securities purchased under resale agreements and other short-term investments (1) (6)266,038
 207,003
 58,953
 82
 266,038
Held-to-maturity securities99,583
 45,079
 51,706
 2,370
 99,155
Mortgages held for sale (2)4,267
 
 2,927
 1,350
 4,277
Loans held for sale80
 
 81
 
 81
Loans, net (3)936,358
 
 60,245
 887,589
 947,834
Nonmarketable equity investments (cost method)         
Excluding investments at NAV8,362
 
 18
 8,924
 8,942
Total financial assets included in the fair value hierarchy1,335,417
 272,811
 173,930
 900,315
 1,347,056
Investments at NAV (4)35









 48
Total financial assets$1,335,452









 1,347,104
Financial liabilities         
Deposits$1,306,079
 
 1,282,158
 23,995
 1,306,153
Short-term borrowings (1)96,781
 
 96,781
 
 96,781
Long-term debt (5)255,070
 
 245,704
 10,075
 255,779
Total financial liabilities$1,657,930



1,624,643

34,070
 1,658,713
(1)Amounts consist of financial instruments for which carrying value approximates fair value.
(2)Excludes MHFS for which we elected the fair value option.lease financing with a carrying amount of $19.0 billion and $19.7 billion at June 30, 2019, and December 31, 2018, respectively.
(3)
Excludes loans for which the fair value option was electeddeposit liabilities with no defined or contractual maturity of $1.1 trillion and also excludes lease financing with a carrying amount of $19.2 billion$1.2 trillion at June 30, 2019 and $19.3 billion at September 30, 2017, and December 31, 2016,2018, respectively.
(4)Consists of certain nonmarketable equity investments for which estimated fair values are determined using NAV per share (or its equivalent) as a practical expedient and are excluded from the fair value hierarchy.
(5)
Excludes capital lease obligations under capital leases of $39$35 million and $7$36 million at SeptemberJune 30, 2017,2019, and December 31, 2016,2018, respectively.
(6)The fair value classification level of certain interest-earning deposits have been reclassified to conform with the current period end classification.
Loan commitments, standby letters of credit and commercial and similar letters of credit are not included in the table above.Table 16.19. A reasonable estimate of the fair value of these instruments is the carrying value of deferred fees plus the allowance for unfunded credit commitments, which totaled $1.1 billion and $1.2$1.0 billion at Septemberboth June 30, 2017,2019, and December 31, 2016, respectively.

2018.


Note 17: Preferred Stock (continued)

Note 14:17: Preferred Stock
We are authorized to issue 20 million shares of preferred stock and 4 million shares of preference stock, both without par value. Preferred shares outstanding rank senior to common shares both as to dividends and liquidation preference but have no general voting rights. We have not issued any preference shares under
 
this authorization. If issued, preference shares would be limited to one vote per share. Our total authorized, issued and outstanding preferred stock is presented in the following two tables along with the Employee Stock Ownership Plan (ESOP) Cumulative Convertible Preferred Stock.


Table 14.1:17.1:Preferred Stock Shares
September 30, 2017  December 31, 2016 June 30, 2019  December 31, 2018 
Liquidation
preference
per share

 
Shares
authorized
and designated

 
Liquidation
preference
per share

 
Shares
authorized
and designated

Liquidation
preference
per share

 
Shares
authorized
and designated

 
Liquidation
preference
per share

 
Shares
authorized
and designated

DEP Shares  
   
   
   
       
Dividend Equalization Preferred Shares (DEP)$10
 97,000
 $10
 97,000
$10
 97,000
 $10
 97,000
Series H       
Series I       
Floating Class A Preferred Stock (1)
 
 20,000
 50,000
100,000
 25,010
 100,000
 25,010
Series I       
Floating Class A Preferred Stock100,000
 25,010
 100,000
 25,010
Series J       
8.00% Non-Cumulative Perpetual Class A Preferred Stock1,000
 2,300,000
 1,000
 2,300,000
Series K              
7.98% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock1,000
 3,500,000
 1,000
 3,500,000
Floating Non-Cumulative Perpetual Class A Preferred Stock (2)1,000
 3,500,000
 1,000
 3,500,000
Series L              
7.50% Non-Cumulative Perpetual Convertible Class A Preferred Stock1,000
 4,025,000
 1,000
 4,025,000
1,000
 4,025,000
 1,000
 4,025,000
Series N              
5.20% Non-Cumulative Perpetual Class A Preferred Stock25,000
 30,000
 25,000
 30,000
25,000
 30,000
 25,000
 30,000
Series O              
5.125% Non-Cumulative Perpetual Class A Preferred Stock25,000
 27,600
 25,000
 27,600
25,000
 27,600
 25,000
 27,600
Series P              
5.25% Non-Cumulative Perpetual Class A Preferred Stock25,000
 26,400
 25,000
 26,400
25,000
 26,400
 25,000
 26,400
Series Q              
5.85% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock25,000
 69,000
 25,000
 69,000
25,000
 69,000
 25,000
 69,000
Series R              
6.625% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock25,000
 34,500
 25,000
 34,500
25,000
 34,500
 25,000
 34,500
Series S              
5.90% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock25,000
 80,000
 25,000
 80,000
25,000
 80,000
 25,000
 80,000
Series T              
6.00% Non-Cumulative Perpetual Class A Preferred Stock25,000
 32,200
 25,000
 32,200
25,000
 32,200
 25,000
 32,200
Series U              
5.875% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock25,000
 80,000
 25,000
 80,000
25,000
 80,000
 25,000
 80,000
Series V              
6.00% Non-Cumulative Perpetual Class A Preferred Stock25,000
 40,000
 25,000
 40,000
25,000
 40,000
 25,000
 40,000
Series W              
5.70% Non-Cumulative Perpetual Class A Preferred Stock25,000
 40,000
 25,000
 40,000
25,000
 40,000
 25,000
 40,000
Series X              
5.50% Non-Cumulative Perpetual Class A Preferred Stock25,000
 46,000
 25,000
 46,000
25,000
 46,000
 25,000
 46,000
Series Y              
5.625% Non-Cumulative Perpetual Class A Preferred Stock25,000
 27,600
 
 
25,000
 27,600
 25,000
 27,600
ESOP              
Cumulative Convertible Preferred Stock (2)
 1,774,652
 
 1,439,181
Cumulative Convertible Preferred Stock (3)
 1,213,418
 
 1,406,460
Total  12,254,962
   11,941,891
  9,393,728
   9,586,770
(1)On January 26, 2017, we filed withSeries I preferred stock issuance relates to trust preferred securities. See Note 10 (Securitizations and Variable Interest Entities) for additional information. This issuance has a floating interest rate that is the Delaware Secretarygreater of State a Certificate Eliminating the Certificate of Designations with respect to the Series H preferred stock.three-month LIBOR plus 0.93% and 5.56975%.
(2)Floating rate for Preferred Stock, Series K, is three-month LIBOR plus 3.77%.
(3)See the ESOP Cumulative Convertible Preferred Stock section in this Note for additional information about the liquidation preference for the ESOP Cumulative Convertible Preferred Stock.
Note 14: Preferred Stock (continued)


Table 14.2:17.2:Preferred Stock – Shares Issued and Carrying Value
 June 30, 2019  December 31, 2018 
(in millions, except shares)
Shares
issued and
outstanding

 
Liquidation preference
value

 
Carrying
value

 Discount
 
Shares
issued and
outstanding

 
Liquidation preference
value

 
Carrying
value

 Discount
DEP Shares               
Dividend Equalization Preferred Shares (DEP)96,546
 $
 
 
 96,546
 $
 
 
Series I (1)(2)
               
Floating Class A Preferred Stock25,010
 2,501
 2,501
 
 25,010
 2,501
 2,501
 
Series K (1)(3)
               
Floating Non-Cumulative Perpetual Class A Preferred Stock3,352,000
 3,352
 2,876
 476
 3,352,000
 3,352
 2,876
 476
Series L (1) 
               
7.50% Non-Cumulative Perpetual Convertible Class A Preferred Stock3,967,995
 3,968
 3,200
 768
 3,968,000
 3,968
 3,200
 768
Series N (1) 
               
5.20% Non-Cumulative Perpetual Class A Preferred Stock30,000
 750
 750
 
 30,000
 750
 750
 
Series O (1) 
               
5.125% Non-Cumulative Perpetual Class A Preferred Stock26,000
 650
 650
 
 26,000
 650
 650
 
Series P (1) 
               
5.25% Non-Cumulative Perpetual Class A Preferred Stock25,000
 625
 625
 
 25,000
 625
 625
 
Series Q (1)
               
5.85% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock69,000
 1,725
 1,725
 
 69,000
 1,725
 1,725
 
Series R (1)
               
6.625% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock33,600
 840
 840
 
 33,600
 840
 840
 
Series S (1)
               
5.90% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock80,000
 2,000
 2,000
 
 80,000
 2,000
 2,000
 
Series T (1)
               
6.00% Non-Cumulative Perpetual Class A Preferred Stock32,000
 800
 800
 
 32,000
 800
 800
 
Series U (1)
               
5.875% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock80,000
 2,000
 2,000
 
 80,000
 2,000
 2,000
 
Series V (1)
               
6.00% Non-Cumulative Perpetual Class A Preferred Stock40,000
 1,000
 1,000
 
 40,000
 1,000
 1,000
 
Series W (1)
               
5.70% Non-Cumulative Perpetual Class A Preferred Stock40,000
 1,000
 1,000
 
 40,000
 1,000
 1,000
 
Series X (1)
               
5.50% Non-Cumulative Perpetual Class A Preferred Stock46,000
 1,150
 1,150
 
 46,000
 1,150
 1,150
 
Series Y (1)
               
5.625% Non-Cumulative Perpetual Class A Preferred Stock27,600
 690
 690
 
 27,600
 690
 690
 
ESOP               
Cumulative Convertible Preferred Stock1,213,418
 1,214
 1,214
 
 1,406,460
 1,407
 1,407
 
Total9,184,169
 $24,265
 23,021
 1,244
 9,377,216
 $24,458
 23,214
 1,244
  September 30, 2017  December 31, 2016 
(in millions, except shares)
Shares
issued and
outstanding

 
Liquidation preference
value

 
Carrying
value

 Discount
 
Shares
issued and
outstanding

 
Liquidation preference
value

 
Carrying
value

 Discount
DEP Shares  
   
   
   
   
   
   
   
Dividend Equalization Preferred Shares (DEP)96,546
 $
 
 
 96,546
 $
 
 
Series I (1)
               
Floating Class A Preferred Stock25,010
 2,501
 2,501
 
 25,010
 2,501
 2,501
 
Series J (1) 
               
8.00% Non-Cumulative Perpetual Class A Preferred Stock2,150,375
 2,150
 1,995
 155
 2,150,375
 2,150
 1,995
 155
Series K (1) 
               
7.98% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock3,352,000
 3,352
 2,876
 476
 3,352,000
 3,352
 2,876
 476
Series L (1) 
               
7.50% Non-Cumulative Perpetual Convertible Class A Preferred Stock3,968,000
 3,968
 3,200
 768
 3,968,000
 3,968
 3,200
 768
Series N (1) 
               
5.20% Non-Cumulative Perpetual Class A Preferred Stock30,000
 750
 750
 
 30,000
 750
 750
 
Series O (1) 
               
5.125% Non-Cumulative Perpetual Class A Preferred Stock26,000
 650
 650
 
 26,000
 650
 650
 
Series P (1) 
               
5.25% Non-Cumulative Perpetual Class A Preferred Stock25,000
 625
 625
 
 25,000
 625
 625
 
Series Q (1)
               
5.85% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock69,000
 1,725
 1,725
 
 69,000
 1,725
 1,725
 
Series R (1)
               
6.625% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock33,600
 840
 840
 
 33,600
 840
 840
 
Series S (1)
               
5.90% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock80,000
 2,000
 2,000
 
 80,000
 2,000
 2,000
 
Series T (1)
               
6.00% Non-Cumulative Perpetual Class A Preferred Stock32,000
 800
 800
 
 32,000
 800
 800
 
Series U (1)
               
5.875% Fixed-to-Floating Non-Cumulative Perpetual Class A Preferred Stock80,000
 2,000
 2,000
 
 80,000
 2,000
 2,000
 
Series V (1)
               
6.00% Non-Cumulative Perpetual Class A Preferred Stock40,000
 1,000
 1,000
 
 40,000
 1,000
 1,000
 
Series W (1)
               
5.70% Non-Cumulative Perpetual Class A Preferred Stock40,000
 1,000
 1,000
 
 40,000
 1,000
 1,000
 
Series X (1)
               
5.50% Non-Cumulative Perpetual Class A Preferred Stock46,000
 1,150
 1,150
 
 46,000
 1,150
 1,150
 
Series Y (1)
               
5.625% Non-Cumulative Perpetual Class A Preferred Stock27,600
 690
 690
 
 
 
 
 
ESOP               
Cumulative Convertible Preferred Stock1,774,652
 1,774
 1,774
 
 1,439,181
 1,439
 1,439
 
Total11,895,783
 $26,975
 25,576
 1,399
 11,532,712
 $25,950
 24,551
 1,399
(1)Preferred shares qualify as Tier 1 capital.
(2)Floating rate for Preferred Stock, Series I, is the greater of three-month LIBOR plus 0.93% and 5.56975%.
(3)Floating rate for Preferred Stock, Series K, is three-month LIBOR plus 3.77%.


In April 2017, we issued 27.6 million Depositary Shares, each representing a 1/1000th interest in a share of Non-Cumulative Perpetual Class A

Note 17: Preferred Stock Series Y, for an aggregate public offering price of $690 million.
See Note 7 (Securitizations and Variable Interest Entities) for additional information on our trust preferred securities.

(continued)


ESOP CUMULATIVE CONVERTIBLE PREFERRED STOCKAll shares of our ESOP Cumulative Convertible Preferred Stock (ESOP Preferred Stock) were issued to a trustee acting on behalf of the Wells Fargo & Company 401(k) Plan (the 401(k) Plan). Dividends on the ESOP Preferred Stock are cumulative from the date of initial issuance and are payable quarterly at annual rates based upon the year of issuance. Each share of ESOP Preferred Stock released from the unallocated reserve of the 401(k) Plan is converted into shares of our common stock based on the stated
 
value of the ESOP Preferred Stock and the then current market price of our common stock. The ESOP Preferred Stock is also convertible at the option of the holder at any time, unless previously redeemed. We have the option to redeem the ESOP Preferred Stock at any time, in whole or in part, at a redemption price per share equal to the higher of (a) $1,000 per share plus accrued and unpaid dividends or (b) the fair market value, as defined in the Certificates of Designation for the ESOP Preferred Stock.
Table 14.3:17.3:ESOP Preferred Stock
Shares issued and outstanding  Carrying value  Adjustable dividend rateShares issued and outstanding  Carrying value  Adjustable dividend rate 
(in millions, except shares)Sep 30,
2017

 Dec 31,
2016

 Sep 30,
2017

 Dec 31,
2016

 Minimum
 MaximumJun 30,
2019

 Dec 31,
2018

 Jun 30,
2019

 Dec 31,
2018

 Minimum
 Maximum
ESOP Preferred Stock                     
$1,000 liquidation preference per share                     
2018336,945
 336,945
 337
 337
 7.00% 8.00%
2017491,758
 
 $492
 
 7.00% 8.00222,210
 222,210
 222
 222
 7.00
 8.00
2016322,826
 358,528
 323
 358
 9.30
 10.30227,450
 233,835
 228
 234
 9.30
 10.30
2015187,436
 200,820
 187
 201
 8.90
 9.90116,784
 144,338
 117
 144
 8.90
 9.90
2014237,151
 255,413
 237
 255
 8.70
 9.70136,151
 174,151
 136
 174
 8.70
 9.70
2013201,948
 222,558
 202
 223
 8.50
 9.5097,948
 133,948
 98
 134
 8.50
 9.50
2012128,634
 144,072
 129
 144
 10.00
 11.0049,134
 77,634
 49
 78
 10.00
 11.00
2011129,296
 149,301
 129
 149
 9.00
 10.0026,796
 61,796
 27
 62
 9.00
 10.00
201075,603
 90,775
 75
 91
 9.50
 10.50
2008
 17,714
 
 18
 10.50
 11.50
2010 (1)
 21,603
 
 22
 9.50
 10.50
Total ESOP Preferred Stock (1)(2)1,774,652
 1,439,181
 $1,774
 1,439
   1,213,418
 1,406,460
 $1,214
 1,407
    
Unearned ESOP shares (2)(3)    $(1,904) (1,565)       $(1,292) (1,502)    
(1)
At September 30, 2017 and December 31, 2016, additional paid-in capital included $130 million and $126 million, respectively, related toIn April 2019, all of the 2010 ESOP preferredPreferred Stock was converted into common stock.
(2)At June 30, 2019 and December 31, 2018, additional paid-in capital included $78 million and $95 million, respectively, related to ESOP preferred stock.
(3)We recorded a corresponding charge to unearned ESOP shares in connection with the issuance of the ESOP Preferred Stock. The unearned ESOP shares are reduced as shares of the ESOP Preferred Stock are committed to be released.







Note 18: Revenue from Contracts with Customers

Our revenue includes net interest income on financial instruments and noninterest income. Table 18.1 presents our revenue by operating segment. The “Other” segment for each of the tables below includes the elimination of certain items that are included in more than one business segment, substantially all of which represents products and services for WIM customers served through Community Banking distribution channels. For additional description of our operating segments, including
additional financial information and the underlying management accounting process, see Note 22 (Operating Segments).
We adopted ASU 2014-09 – Revenue from Contracts with Customers on a modified retrospective basis as of January 1, 2018. For details on the impact of the adoption of this ASU, see Note 1 (Summary of Significant Accounting Policies) in our 2018 Form 10-K.
Table 18.1: Revenue by Operating Segment
 Quarter ended June 30, 
 Community Banking Wholesale Banking Wealth and Investment Management Other Consolidated
Company
 
(in millions)2019
2018
2019
2018
2019
2018
2019
2018
2019
2018
Net interest income (1)$7,066
7,346
4,535
4,693
1,037
1,111
(543)(609)12,095
12,541
Noninterest income:          
Service charges on deposit accounts704
632
502
530
4
5
(4)(4)1,206
1,163
Trust and investment fees:          
Brokerage advisory, commissions and other fees480
465
74
78
2,248
2,284
(484)(473)2,318
2,354
Trust and investment management199
220
117
110
687
731
(208)(226)795
835
Investment banking(18)
475
485
(1)1
(1)
455
486
Total trust and investment fees661
685
666
673
2,934
3,016
(693)(699)3,568
3,675
Card fees929
904
95
96
2
2
(1)(1)1,025
1,001
Other fees:          
Lending related charges and fees (1)(2)65
69
284
307
2
2
(2)(2)349
376
Cash network fees117
118

2




117
120
Commercial real estate brokerage commissions

105
109




105
109
Wire transfer and other remittance fees71
67
49
53
2
2
(1)(1)121
121
All other fees(1)82
94
26
25

1


108
120
Total other fees335
348
464
496
4
5
(3)(3)800
846
Mortgage banking (1)655
695
104
75
(3)(2)2
2
758
770
Insurance (1)11
16
75
78
17
18
(10)(10)93
102
Net gains (losses) from trading activities (1)(11)24
226
154
13
13
1

229
191
Net gains (losses) on debt securities (1)15
(2)5
42

1


20
41
Net gains from equity securities (1)471
409
116
89
35
(203)

622
295
Lease income (1)

424
443




424
443
Other income of the segment (1)969
749
(147)(172)7
(15)(85)(77)744
485
Total noninterest income4,739
4,460
2,530
2,504
3,013
2,840
(793)(792)9,489
9,012
Revenue$11,805
11,806
7,065
7,197
4,050
3,951
(1,336)(1,401)21,584
21,553
 Six months ended June 30, 
 Community Banking Wholesale Banking Wealth and Investment Management Other Consolidated
Company
 
(in millions)2019
2018
2019
2018
2019
2018
2019
2018
2019
2018
Net interest income (1)$14,314
14,541
9,069
9,225
2,138
2,223
(1,115)(1,210)24,406
24,779
Noninterest income:          
Service charges on deposit accounts1,314
1,271
985
1,064
8
9
(7)(8)2,300
2,336
Trust and investment fees:          
Brokerage advisory, commissions and other fees929
943
152
145
4,372
4,628
(942)(959)4,511
4,757
Trust and investment management409
453
231
223
1,363
1,474
(422)(465)1,581
1,685
Investment banking(38)(10)887
925
4
1
(4)
849
916
Total trust and investment fees1,300
1,386
1,270
1,293
5,739
6,103
(1,368)(1,424)6,941
7,358
Card fees1,787
1,725
181
183
3
3
(2)(2)1,969
1,909
Other fees:          
Lending related charges and fees (1)(2)130
145
566
611
4
4
(4)(4)696
756
Cash network fees226
243

3




226
246
Commercial real estate brokerage commissions

186
194




186
194
Wire transfer and other remittance fees135
130
97
105
4
4
(2)(2)234
237
All other fees (1)176
157
52
55

1


228
213
Total other fees667
675
901
968
8
9
(6)(6)1,570
1,646
Mortgage banking (1)1,296
1,537
172
168
(6)(5)4
4
1,466
1,704
Insurance (1)22
44
153
157
34
36
(20)(21)189
216
Net gains (losses) from trading activities (1)(6)23
559
379
32
32
1

586
434
Net gains on debt securities (1)52
(2)93
43

1


145
42
Net gains from equity securities (1)1,072
1,093
193
182
171
(197)

1,436
1,078
Lease income (1)

867
898




867
898
Other income of the segment (1)1,737
1,343
(267)(84)2
(21)(154)(151)1,318
1,087
Total noninterest income9,241
9,095
5,107
5,251
5,991
5,970
(1,552)(1,608)18,787
18,708
Revenue$23,555
23,636
14,176
14,476
8,129
8,193
(2,667)(2,818)43,193
43,487
(1)
Most of our revenue is not within the scope of Accounting Standards Update (ASU) 2014-09 – Revenue from Contracts with Customers, and additional details are included in other footnotes to our financial statements. The scope explicitly excludes net interest income as well as many other revenues for financial assets and liabilities, including loans, leases, securities, and derivatives.
(2)Represents combined amount of previously reported “Charges and fees on loans” and “Letters of credit fees.”
Note 18: Revenue from Contracts with Customers (continued)

We provide services to customers which have related performance obligations that we complete to recognize revenue. Our revenues are generally recognized either immediately upon the completion of our service or over time as we perform services. Any services performed over time generally require that we render services each period and therefore we measure our progress in completing these services based upon the passage of time.

SERVICE CHARGES ON DEPOSIT ACCOUNTS are earned on depository accounts for commercial and consumer customers and
include fees for account and overdraft services. Account charges include fees for periodic account maintenance activities and event-driven services such as stop payment fees. Our obligation for event-driven services is satisfied at the time of the event when the service is delivered, while our obligation for maintenance services is satisfied over the course of each month. Our obligation for overdraft services is satisfied at the time of the overdraft.
Table 18.2 presents our service charges on deposit accounts by operating segment.

Table 18.2: Service Charges on Deposit Accounts by Operating Segment
 Quarter ended June 30, 
 Community Banking Wholesale Banking Wealth and Investment Management Other Consolidated
Company
 
(in millions)2019
2018
2019
2018
2019
2018
2019
2018
2019
2018
Overdraft fees$496
416
1
1
1
1


498
418
Account charges208
216
501
529
3
4
(4)(4)708
745
Service charges on deposit accounts$704
632
502
530
4
5
(4)(4)1,206
1,163
 Six months ended June 30, 
 Community Banking Wholesale Banking Wealth and Investment Management Other Consolidated
Company
 
(in millions)2019
2018
2019
2018
2019
2018
2019
2018
2019
2018
Overdraft fees$913
828
2
3
1
1


916
832
Account charges401
443
983
1,061
7
8
(7)(8)1,384
1,504
Service charges on deposit accounts$1,314
1,271
985
1,064
8
9
(7)(8)2,300
2,336

BROKERAGE ADVISORY, COMMISSIONS AND OTHER FEES are earned for providing full-service and discount brokerage services predominantly to retail brokerage clients. These revenues include fees earned on asset-based and transactional accounts and other brokerage advisory services.
Asset-based revenues are charged based on the market value of the client’s assets. The services and related obligations associated with certain of these revenues, which include investment advice, active management of client assets, or assistance with selecting and engaging a third-party advisory manager, are generally satisfied over a month or quarter. The remaining revenues include trailing commissions which are earned for selling shares to investors. Our obligation associated with earning trailing commissions is satisfied at the time shares are sold. However, these fees are received and recognized over time during the period the customer owns the shares and we remain the broker of record. The amount of trailing commissions is variable based on the length of time the customer holds the shares and on changes in the value of the underlying assets.
Transactional revenues are earned for executing transactions at the client’s direction. Our obligation is generally satisfied upon the execution of the transaction and the fees are based on the size and number of transactions executed.
Other revenues earned from other brokerage advisory services include omnibus and networking fees received from mutual fund companies in return for providing record keeping and other administrative services, and annual account maintenance fees charged to customers.

Table 18.3 presents our brokerage advisory, commissions and other fees by operating segment.
Table 18.3: Brokerage Advisory, Commissions and Other Fees by Operating Segment
 Quarter ended June 30, 
 Community Banking Wholesale Banking Wealth and Investment Management Other Consolidated
Company
 
(in millions)2019
2018
2019
2018
2019
2018
2019
2018
2019
2018
Asset-based revenue (1)$369
365


1,698
1,722
(369)(365)1,698
1,722
Transactional revenue94
83
10
16
390
400
(98)(92)396
407
Other revenue17
17
64
62
160
162
(17)(16)224
225
Brokerage advisory, commissions and other fees$480
465
74
78
2,248
2,284
(484)(473)2,318
2,354
 Six months ended June 30, 
 Community Banking Wholesale Banking Wealth and Investment Management Other Consolidated
Company
 
(in millions)2019
2018
2019
2018
2019
2018
2019
2018
2019
2018
Asset-based revenue (1)$712
736


3,278
3,465
(712)(736)3,278
3,465
Transactional revenue183
176
26
28
777
839
(196)(192)790
851
Other revenue34
31
126
117
317
324
(34)(31)443
441
Brokerage advisory, commissions and other fees$929
943
152
145
4,372
4,628
(942)(959)4,511
4,757
(1)We earned trailing commissions of $289 million and $569 million for the second quarter and first half of 2019, respectively, and $321 million and $652 million for the second quarter and first half of 2018, respectively.
TRUST AND INVESTMENT MANAGEMENT FEES are earned for providing trust, investment management and other related services.
Investment management services include managing and administering assets, including mutual funds, and institutional separate accounts. Fees for these services are generally determined based on a tiered scale relative to the market value of assets under management (AUM). In addition to AUM, we have client assets under administration (AUA) that earn various administrative fees which are generally based on the extent of the services provided to administer the account. Services with AUM
and AUA-based fees are generally performed over time.
Trust services include acting as a trustee or agent for corporate trust, personal trust, and agency assets. Obligations for trust services are generally satisfied over time, while obligations for activities that are transactional in nature are satisfied at the time of the transaction.
Other related services include the custody and safekeeping of accounts. Our obligation for these services is generally satisfied over time.
Table 18.4 presents our trust and investment management fees by operating segment.
Table 18.4: Trust and Investment Management Fees by Operating Segment
 Quarter ended June 30, 
 Community Banking Wholesale Banking Wealth and Investment Management Other Consolidated
Company
 
(in millions)2019
2018
2019
2018
2019
2018
2019
2018
2019
2018
Investment management fees$(1)


501
531


500
531
Trust fees200
232
83
82
175
185
(208)(226)250
273
Other revenue
(12)34
28
11
15


45
31
Trust and investment management fees$199
220
117
110
687
731
(208)(226)795
835
 Six months ended June 30, 
 Community Banking Wholesale Banking Wealth and Investment Management Other Consolidated
Company
 
(in millions)2019
2018
2019
2018
2019
2018
2019
2018
2019
2018
Investment management fees$



978
1,065


978
1,065
Trust fees409
453
165
168
343
373
(422)(465)495
529
Other revenue

66
55
42
36


108
91
Trust and investment management fees$409
453
231
223
1,363
1,474
(422)(465)1,581
1,685

Note 18: Revenue from Contracts with Customers (continued)

INVESTMENT BANKING FEES are earned for underwriting debt and equity securities, arranging loan syndications and performing other advisory services. Our obligation for these services is generally satisfied at closing of the transaction. Substantially all of these fees are in the Wholesale Banking operating segment.

CARD FEES include credit and debit card interchange and network revenues and various card-related fees. Credit and debit card interchange and network revenues are earned on credit and debit card transactions conducted through payment networks such as Visa, MasterCard, and American Express. Our obligation is satisfied concurrently with the delivery of services on a daily basis.
Table 18.5 presents our card fees by operating segment.

Table 18.5: Card Fees by Operating Segment
 Quarter ended June 30, 
 Community Banking Wholesale Banking Wealth and Investment Management Other Consolidated
Company
 
(in millions)2019
2018
2019
2018
2019
2018
2019
2018
2019
2018
Credit card interchange and network revenues (1)$209
211
95
96
2
2
(1)(1)305
308
Debit card interchange and network revenues546
525






546
525
Late fees, cash advance fees, balance transfer fees, and annual fees174
168






174
168
Card fees (1)$929
904
95
96
2
2
(1)(1)1,025
1,001
 Six months ended June 30, 
 Community Banking Wholesale Banking Wealth and Investment Management Other Consolidated
Company
 
(in millions)2019
2018
2019
2018
2019
2018
2019
2018
2019
2018
Credit card interchange and network revenues (1)$398
382
181
183
3
3
(2)(2)580
566
Debit card interchange and network revenues1,053
1,004






1,053
1,004
Late fees, cash advance fees, balance transfer fees, and annual fees336
339






336
339
Card fees (1)$1,787
1,725
181
183
3
3
(2)(2)1,969
1,909
(1)The cost of credit card rewards and rebates of $375 million and $729 million for the second quarter and first half of 2019, respectively, and $335 million and $678 million for the second quarter and first half of 2018, respectively, are presented net against the related revenues.
CASH NETWORK FEES are earned for processing ATM transactions. Our obligation is completed daily upon settlement of ATM transactions. All of these fees are in the Community Banking operating segment.

COMMERCIAL REAL ESTATE BROKERAGE COMMISSIONS are earned for assisting customers in the sale of real estate property. Our obligation is satisfied upon the successful brokering of a transaction. Fees are based on a fixed percentage of the sales price. All of these fees are in the Wholesale Banking operating segment.
WIRE TRANSFER AND OTHER REMITTANCE FEES consist of fees earned for funds transfer services and issuing cashier’s checks and money orders. Our obligation is satisfied at the time of the funds transfer services or upon issuance of the cashier’s check or money order. Substantially all of these fees are in the Community Banking and Wholesale Banking operating segments.

ALL OTHER FEES include various types of fees earned on services to customers which have related performance obligations that we complete to recognize revenue. A majority portion of the revenue is earned from providing business payroll services and merchant services, which are generally recognized over time as we perform the services. Most of these fees are in the Community Banking operating segment.



Note 15:19: Employee Benefits
We sponsor a frozen noncontributory qualified defined benefit retirement plan, called the Wells Fargo & Company Cash Balance Plan (Cash Balance Plan), which covers eligible employees of Wells Fargo. The Cash Balance Plan was frozen on July 1, 2009, and no new benefits accrue after that date. For additional information on our pension and postretirement plans, including
plan assumptions, investment strategy and asset allocation, projected benefit payments, and valuation methodologies used for assets measured at fair value, see Note 22 (Employee Benefits and Other Expenses) in our 2018 Form 10-K.
Table 15.119.1 presents the components of net periodic benefit cost.




Table 15.1:19.1:Net Periodic Benefit Cost
 2019  2018 
 Pension benefits    Pension benefits   
(in millions)Qualified
 Non-qualified
 
Other
benefits

 Qualified
 Non-qualified
 
Other
benefits

Quarter ended June 30,       
Service cost$3
 
 
 2
 
 
Interest cost (1)104
 5
 6
 98
 6
 5
Expected return on plan assets (1)(142) 
 (7) (161) 
 (8)
Amortization of net actuarial loss (gain) (1)37
 3
 (4) 33
 3
 (5)
Amortization of prior service credit (1)
 
 (3) 
 
 (2)
Settlement loss (1)
 
 
 
 
 
Net periodic benefit cost (income)$2
 8
 (8) (28) 9
 (10)
Six months ended June 30,   
Service cost$6
 
 
 3
 
 
Interest cost (1)209
 11
 11
 196
 11
 10
Expected return on plan assets (1)(284) 
 (14) (321) 
 (15)
Amortization of net actuarial loss (gain) (1)74
 5
 (8) 66
 6
 (9)
Amortization of prior service credit (1)
 
 (5) 
 
 (5)
Settlement loss (1)
 2
 
 
 3
 
Net periodic benefit cost (income)$5
 18
 (16) (56) 20
 (19)

(1)Balances are reported in other noninterest expense on the consolidated statement of income.

  2017  2016 
  Pension benefits    
 Pension benefits    
(in millions)Qualified
 Non-qualified
 
Other
benefits

 Qualified
 Non-qualified
 
Other
benefits

Quarter ended September 30,       
Service cost$1
 
 
 
 
 
Interest cost103
 5
 7
 105
 6
 11
Expected return on plan assets(163) 
 (7) (152) 
 (8)
Amortization of net actuarial loss (gain)37
 3
 (3) 37
 3
 (1)
Amortization of prior service credit
 
 (2) 
 
 
Settlement loss6
 
 
 
 
 
Net periodic benefit cost (income)$(16) 8
 (5) (10) 9
 2
Nine months ended September 30,       
Service cost$4
 
 
 2
 
 
Interest cost309
 17
 21
 323
 19
 31
Expected return on plan assets(489) 
 (22) (435) 
 (23)
Amortization of net actuarial loss (gain)113
 9
 (8) 103
 9
 (3)
Amortization of prior service credit
 
 (7) 
 
 
Settlement loss7
 6
 
 4
 2
 
Net periodic benefit cost (income)$(56) 32
 (16) (3) 30
 5






Note 16:20: Earnings and Dividends Per Common Share
Table 16.120.1 shows earnings per common share and diluted earnings per common share and reconciles the numerator and denominator of both earnings per common share calculations.
Table 16.1:20.1:Earnings Per Common Share Calculations
 Quarter ended June 30,  Six months ended June 30, 
(in millions, except per share amounts)2019
 2018
 2019
 2018
Wells Fargo net income$6,206
 5,186
 $12,066
 10,322
Less: Preferred stock dividends and other358
 394
 711
 797
Wells Fargo net income applicable to common stock (numerator)$5,848
 4,792
 $11,355
 9,525
Earnings per common share       
Average common shares outstanding (denominator)4,469.4
 4,865.8
 4,510.2
 4,875.7
Per share$1.31
 0.98
 $2.52
 1.95
Diluted earnings per common share       
Average common shares outstanding4,469.4
 4,865.8
 4,510.2
 4,875.7
Add: Stock options (1)0.1
 8.2
 1.4
 9.0
Restricted share rights (1)25.5
 20.7
 28.5
 25.4
Warrants (1)
 5.1
 
 6.0
Diluted average common shares outstanding (denominator)4,495.0
 4,899.8
 4,540.1
 4,916.1
Per share$1.30
 0.98
 $2.50
 1.94

 Quarter ended September 30,  Nine months ended September 30, 
(in millions, except per share amounts)2017
 2016
 2017
 2016
Wells Fargo net income$4,596
 5,644
 $15,863
 16,664
Less: Preferred stock dividends and other411
 401
 1,218
 1,163
Wells Fargo net income applicable to common stock (numerator)$4,185
 5,243
 $14,645
 15,501
Earnings per common share           
Average common shares outstanding (denominator)4,948.6
 5,043.4
 4,982.1
 5,061.9
Per share$0.85
 1.04
 $2.94
 3.06
Diluted earnings per common share           
Average common shares outstanding4,948.6
 5,043.4
 4,982.1
 5,061.9
Add: Stock options15.8
 18.1
 18.1
 19.6
Restricted share rights22.4
 23.1
 24.1
 26.1
Warrants10.0
 10.0
 11.1
 10.6
Diluted average common shares outstanding (denominator)4,996.8
 5,094.6
 5,035.4
 5,118.2
Per share$0.84
 1.03
 $2.91
 3.03

(1)Calculated using the treasury stock method.
Table 16.220.2 presents the outstanding Series L convertible preferred stock and options to purchase shares of common stock that were anti-dilutive (the exercise
price was higher than the weighted-average market price), and therefore not included in the calculation of diluted earnings per common share.
 


 
Table 16.2:20.2:Outstanding Anti-Dilutive OptionsSecurities
Weighted-average shares Weighted-average shares 
Quarter ended September 30,  Nine months ended September 30, Quarter ended June 30,  Six months ended June 30, 
(in millions)2017
 2016
 2017
 2016
2019
 2018
 2019
 2018
Options1.8
 2.6
 2.0
 3.4
Series L Convertible Preferred Stock (1)25.3
 25.3
 25.3
 25.3
Stock options (2)
 
 
 0.5
(1)Calculated using the if-converted method.
(2)Calculated using the treasury stock method.


Table 20.3 presents dividends declared per common share.
Table 20.3:Dividends Declared Per Common Share
 Quarter ended June 30,  Six months ended June 30, 
 2019
 2018
 2019
 2018
Per common share$0.450
 0.390
 0.900
 0.780

Note 17: Other Comprehensive Income (continued)



Note 17:21: Other Comprehensive Income
Table 17.121.1 provides the components of other comprehensive income (OCI),OCI, reclassifications to net income by income statement line item, and the related tax effects.


Table 17.1:21.1:Summary of Other Comprehensive Income
Quarter ended September 30,  Nine months ended September 30, Quarter ended June 30,  Six months ended June 30, 
2017  2016  2017  2016 2019  2018  2019  2018 
(in millions)
Before
tax

 
Tax
effect

 
Net of
tax

 
Before
tax

 
Tax
effect

 
Net of
tax

 
Before
tax

 
Tax
effect

 
Net of
tax

 
Before
tax

 
Tax
effect

 
Net of
tax

Before
tax

 
Tax
effect

 
Net of
tax

 
Before
tax

 
Tax
effect

 
Net of
tax

 
Before
tax

 
Tax
effect

 
Net of
tax

 
Before
tax

 
Tax
effect

 
Net of
tax

Investment securities:                             
Net unrealized gains arising during the period$891
 (353) 538
 112
 (32) 80
 2,825
 (1,075) 1,750
 2,478
 (938) 1,540
Debt securities:                       
Net unrealized gains (losses) arising during the period$1,709
 (422) 1,287
 (617) 152
 (465) 4,540
 (1,117) 3,423
 (4,060) 1,000
 (3,060)
Reclassification of net (gains) losses to net income:          

                        

            
Interest income on investment securities (1)70
 (26) 44
 2
 (1) 1
 122
 (46) 76
 5
 (2) 3
Interest income on debt securities (1)61
 (15) 46
 90
 (22) 68
 106
 (26) 80
 159
 (39) 120
Net gains on debt securities(166) 62
 (104) (106) 40
 (66) (322) 119
 (203) (797) 299
 (498)(20) 5
 (15) (41) 10
 (31) (145) 36
 (109) (42) 10
 (32)
Net gains from equity investments(106) 41
 (65) (85) 32
 (53) (323) 120
 (203) (204) 77
 (127)
Other noninterest income2
 
 2
 (4) 2
 (2) 1
 
 1
 (5) 2
 (3)(2) 1
 (1) 
 
 
 (3) 1
 (2) 
 
 
Subtotal reclassifications to net income(200)
77

(123) (193) 73
 (120) (522) 193
 (329) (1,001) 376
 (625)39

(9)
30
 49
 (12) 37
 (42) 11
 (31) 117
 (29) 88
Net change691

(276)
415
 (81) 41
 (40) 2,303
 (882) 1,421
 1,477
 (562) 915
1,748

(431)
1,317
 (568) 140
 (428) 4,498
 (1,106) 3,392
 (3,943) 971
 (2,972)
Derivatives and hedging activities:                             
Net unrealized gains (losses) arising during the period36
 (13) 23
 (445) 168
 (277) 279
 (105) 174
 2,611
 (984) 1,627
Reclassification of net (gains) losses to net income:          

              
Derivative and hedging activities:                       
Fair Value Hedges:                       
Change in fair value of excluded components on fair value hedges (2)56
 (14) 42
 (150) 37
 (113) 30
 (7) 23
 (126) 31
 (95)
Cash Flow Hedges:                       
Net unrealized gains (losses) arising during the period on cash flow hedges1
 
 1
 
 
 
 (8) 2
 (6) (266) 66
 (200)
Reclassification of net losses to net income on cash flow hedges:          

            
Interest income on loans(107) 41
 (66) (266) 100
 (166) (468) 177
 (291) (794) 299
 (495)77
 (19) 58
 77
 (19) 58
 155
 (38) 117
 137
 (34) 103
Interest expense on long-term debt2
 (1) 1
 4
 (1) 3
 8
 (3) 5
 11
 (4) 7
2
 (1) 1
 
 
 
 3
 (1) 2
 
 
 
Subtotal reclassifications to net income(105)
40

(65)
(262)
99

(163)
(460)
174

(286)
(783)
295

(488)79

(20)
59

77

(19)
58

158

(39)
119

137

(34)
103
Net change(69)
27

(42) (707) 267
 (440) (181)
69

(112) 1,828

(689)
1,139
136

(34)
102
 (73) 18
 (55) 180

(44)
136
 (255)
63

(192)
Defined benefit plans adjustments:                                                    
Net actuarial and prior service gains (losses) arising during the period11
 (5) 6
 (447) 168
 (279) 4
 (2) 2
 (474) 178
 (296)
 
 
 
 
 
 (4) 1
 (3) 6
 (2) 4
Reclassification of amounts to net periodic benefit costs (2):                       
Reclassification of amounts to non interest expense (3):                       
Amortization of net actuarial loss37
 (13) 24
 39
 (14) 25
 114
 (43) 71
 109
 (41) 68
36
 (9) 27
 31
 (7) 24
 71
 (17) 54
 63
 (15) 48
Settlements and other4
 (1) 3
 
 
 
 6
 
 6
 6
 (2) 4
(3) 2
 (1) (2) 
 (2) (3) 2
 (1) (2) 1
 (1)
Subtotal reclassifications to net periodic benefit costs41

(14)
27
 39
 (14) 25
 120
 (43) 77
 115
 (43) 72
Subtotal reclassifications to non interest expense33

(7)
26
 29
 (7) 22
 68
 (15) 53
 61
 (14) 47
Net change52

(19)
33
 (408) 154
 (254) 124
 (45) 79
 (359) 135
 (224)33

(7)
26
 29
 (7) 22
 64
 (14) 50
 67
 (16) 51
Foreign currency translation adjustments:                                                    
Net unrealized gains (losses) arising during the period40
 3
 43
 (10) (1) (11) 87
 6
 93
 27
 6
 33
14
 (1) 13
 (83) 3
 (80) 56
 (3) 53
 (85) (2) (87)
Net change40

3

43
 (10) (1) (11) 87
 6
 93
 27
 6
 33
14

(1)
13
 (83) 3
 (80) 56
 (3) 53
 (85) (2) (87)
Other comprehensive income (loss)$714

(265)
449
 (1,206)
461

(745) 2,333
 (852) 1,481
 2,973
 (1,110) 1,863
$1,931

(473)
1,458
 (695)
154

(541) 4,798
 (1,167) 3,631
 (4,216) 1,016
 (3,200)
Less: Other comprehensive income (loss) from noncontrolling interests, net of tax    (34)     19
       (29)     (24)
Less: Other comprehensive loss from noncontrolling interests, net of tax    
     (1)     
     (1)
Wells Fargo other comprehensive income (loss), net of tax    $483
     (764)       1,510
     1,887
    $1,458
     (540)     3,631
     (3,199)
(1)Represents net unrealized gains and losses amortized over the remaining lives of securities that were transferred from the available-for-sale portfolio to the held-to-maturity portfolio.
(2)Represents changes in fair value of cross-currency swaps attributable to changes in cross-currency basis spreads, which are excluded from the assessment of effectiveness recorded in other comprehensive income.
(3)These items are included in the computation of net periodic benefit cost which is recorded in employee benefits expense (see Note 1519 (Employee Benefits) for additional details)more information).



Note 21: Other Comprehensive Income (continued)


Table 17.2:21.2:Cumulative OCI Balances
(in millions)
Debt
securities

 
Derivative
and
hedging
activities

 
Defined
benefit
plans
adjustments

 
Foreign
currency
translation
adjustments

 
Cumulative
other
compre-
hensive
income

Quarter ended June 30, 2019         
Balance, beginning of period$(566) (651) (2,272) (193) (3,682)
Net unrealized gains arising during the period1,287
 43
 
 13
 1,343
Amounts reclassified from accumulated other comprehensive income30
 59
 26
 
 115
Net change1,317
 102
 26
 13
 1,458
Less: Other comprehensive income from noncontrolling interests
 
 
 
 
Balance, end of period$751
 (549) (2,246) (180) (2,224)
Quarter ended June 30, 2018         
Balance, beginning of period$(2,491) (555) (1,779) (96) (4,921)
Net unrealized losses arising during the period(465) (113) 
 (80) (658)
Amounts reclassified from accumulated other comprehensive income37
 58
 22
 
 117
Net change(428) (55) 22
 (80) (541)
Less: Other comprehensive loss from noncontrolling interests
 
 
 (1) (1)
Balance, end of period$(2,919) (610) (1,757) (175) (5,461)
Six months ended June 30, 2019         
Balance, beginning of period$(3,122) (685) (2,296) (233) (6,336)
Transition adjustment (1)481
 
 
 
 481
Balance, January 1, 2019(2,641) (685) (2,296) (233) (5,855)
Net unrealized gains (losses) arising during the period3,423
 17
 (3) 53
 3,490
Amounts reclassified from accumulated other comprehensive income(31) 119
 53
 
 141
Net change3,392
 136
 50
 53
 3,631
Less: Other comprehensive income from noncontrolling interests
 
 
 
 
Balance, end of period$751
 (549) (2,246) (180) (2,224)
Six months ended June 30, 2018         
Balance, beginning of period$171
 (418) (1,808) (89) (2,144)
Transition adjustment (2)(118) 
 
 
 (118)
Balance, January 1, 201853
 (418) (1,808) (89) (2,262)
Net unrealized gains (losses) arising during the period(3,060) (295) 4
 (87) (3,438)
Amounts reclassified from accumulated other comprehensive income88
 103
 47
 
 238
Net change(2,972) (192) 51
 (87) (3,200)
Less: Other comprehensive loss from noncontrolling interests
 
 
 (1) (1)
Balance, end of period$(2,919) (610) (1,757) (175) (5,461)

(1)
The transition adjustment relates to the adoption of ASU 2017-08 Receivables Nonrefundable Fees and Other Costs (Subtopic 310-20): Premium Amortization on Purchased Callable Debt Securities. See Note 1 (Summary of Significant Accounting Policies) for more information.
(2)
The transition adjustment relates to the adoption of ASU 2016-01Financial Instruments Overall (Subtopic 825-10): Recognition and Measurement of Financial Assets and Financial Liabilities. See Note 1 (Summary of Significant Accounting Policies) for more information.

(in millions)
Investment
securities

 
Derivatives
and
hedging
activities

 
Defined
benefit
plans
adjustments

 
Foreign
currency
translation
adjustments

 
Cumulative
other
compre-
hensive
income

Quarter ended September 30, 2017         
Balance, beginning of period$(96) 19
 (1,897) (136) (2,110)
Net unrealized gains arising during the period538
 23
 6
 43
 610
Amounts reclassified from accumulated other comprehensive income(123) (65) 27
 
 (161)
Net change415
 (42) 33
 43
 449
Less: Other comprehensive loss from noncontrolling interests(34) 
 
 
 (34)
Balance, end of period$353
 (23) (1,864) (93) (1,627)
Quarter ended September 30, 2016         
Balance, beginning of period$2,812
 2,199
 (1,921) (142) 2,948
Net unrealized gains (losses) arising during the period80
 (277) (279) (11) (487)
Amounts reclassified from accumulated other comprehensive income(120) (163) 25
 
 (258)
Net change(40) (440) (254) (11) (745)
Less: Other comprehensive income from noncontrolling interests19
 
 
 
 19
Balance, end of period$2,753
 1,759
 (2,175) (153) 2,184
Nine months ended September 30, 2017  
   
   
   
   
Balance, beginning of period$(1,099) 89
 (1,943) (184) (3,137)
Net unrealized gains arising during the period1,750
 174
 2
 93
 2,019
Amounts reclassified from accumulated other comprehensive income(329) (286) 77
 
 (538)
Net change1,421
 (112) 79
 93
 1,481
Less: Other comprehensive income (loss) from noncontrolling interests(31) 
 
 2
 (29)
Balance, end of period$353
 (23) (1,864) (93) (1,627)
Nine months ended September 30, 2016  
   
   
   
   
Balance, beginning of period$1,813
 620
 (1,951) (185) 297
Net unrealized gains (losses) arising during the period1,540
 1,627
 (296) 33
 2,904
Amounts reclassified from accumulated other comprehensive income(625) (488) 72
 
 (1,041)
Net change915
 1,139
 (224) 33
 1,863
Less: Other comprehensive income (loss) from noncontrolling interests(25) 
 
 1
 (24)
Balance, end of period$2,753
 1,759
 (2,175) (153) 2,184




Note 18:22: Operating Segments
We have three reportable operating segments: Community Banking; Wholesale Banking; and Wealth and Investment Management (WIM). We define our operating segments by product type and customer segment and their results are based on our management accounting process, for which there is no comprehensive, authoritative guidance equivalent to GAAP for financial accounting. The management accounting process measures the performance of the operating segments based on
 
our management structure and is not necessarily comparable with similar information for other financial services companies. If the management structure and/or the allocation process changes, allocations, transfers and assignments may change. For a description of our operating segments including the underlying management accounting process, see Note 2426 (Operating Segments) to Financial Statements in our 20162018 Form 10-K. Table 18.122.1 presents our results by operating segment.
Table 18.1:22.1:Operating Segments
Community
Banking 
  
Wholesale
Banking
  Wealth and Investment Management  Other (1)  
Consolidated
Company
 Community
Banking 
  
Wholesale
Banking
  Wealth and Investment Management  Other (1)  
Consolidated
Company
 
(income/expense in millions, average balances in billions)2017
 2016
 2017
 2016
 2017
 2016
 2017
 2016
 2017
 2016
2019
 2018
 2019
 2018
 2019
 2018
 2019
 2018
 2019
 2018
Quarter ended Sep 30,  
   
   
   
   
   
   
   
   
   
Quarter ended June 30,                   
Net interest income (2)$7,066
 7,346
 4,535
 4,693
 1,037
 1,111
 (543) (609) 12,095
 12,541
Provision (reversal of provision) for credit losses479
 484
 28
 (36) (1) (2) (3) 6
 503
 452
Noninterest income4,739
 4,460
 2,530
 2,504
 3,013
 2,840
 (793) (792) 9,489
 9,012
Noninterest expense7,212
 7,290
 3,882
 4,219
 3,246
 3,361
 (891) (888) 13,449
 13,982
Income (loss) before income tax expense (benefit)4,114
 4,032
 3,155
 3,014
 805
 592
 (442) (519) 7,632
 7,119
Income tax expense (benefit)838
 1,413
 365
 379
 201
 147
 (110) (129) 1,294
 1,810
Net income (loss) before noncontrolling interests3,276
 2,619
 2,790
 2,635
 604
 445
 (332) (390) 6,338
 5,309
Less: Net income from noncontrolling interests129
 123
 1
 
 2
 
 
 
 132
 123
Net income (loss) (3)$3,147
 2,496
 2,789
 2,635
 602
 445
 (332) (390) 6,206
 5,186
Average loans$457.7
 463.8
 474.0
 464.7
 75.0
 74.7
 (59.2) (59.1) 947.5
 944.1
Average assets1,024.8
 1,034.3
 852.2
 826.4
 83.8
 84.0
 (60.2) (59.8) 1,900.6
 1,884.9
Average deposits777.6
 760.6
 410.4
 414.0
 143.5
 167.1
 (62.5) (70.4) 1,269.0
 1,271.3
Six months ended June 30,                   
Net interest income (2)$7,645
 7,430
 4,353
 4,062
 1,159
 977
 (681) (517) 12,476
 11,952
$14,314
 14,541
 9,069
 9,225
 2,138
 2,223
 (1,115) (1,210) 24,406
 24,779
Provision (reversal of provision) for credit losses650
 651
 69
 157
 (1) 4
 (1) (7) 717
 805
1,189
 702
 162
 (56) 3
 (8) (6) 5
 1,348
 643
Noninterest income4,415
 4,957
 2,732
 3,085
 3,087
 3,122
 (784) (788) 9,450
 10,376
9,241
 9,095
 5,107
 5,251
 5,991
 5,970
 (1,552) (1,608) 18,787
 18,708
Noninterest expense7,834
 6,953
 4,248
 4,120
 3,106
 2,999
 (837) (804) 14,351
 13,268
14,901
 15,992
 7,720
 8,197
 6,549
 6,651
 (1,805) (1,816) 27,365
 29,024
Income (loss) before income tax expense (benefit)3,576
 4,783
 2,768
 2,870
 1,141
 1,096
 (627) (494) 6,858
 8,255
7,465
 6,942
 6,294
 6,335
 1,577
 1,550
 (856) (1,007) 14,480
 13,820
Income tax expense (benefit)1,286
 1,546
 729
 827
 427
 415
 (238) (187) 2,204
 2,601
1,262
 2,222
 734
 827
 393
 386
 (214) (251) 2,175
 3,184
Net income (loss) before noncontrolling interests2,290
 3,237
 2,039
 2,043
 714
 681
 (389) (307) 4,654
 5,654
6,203
 4,720
 5,560
 5,508
 1,184
 1,164
 (642) (756) 12,305
 10,636
Less: Net income (loss) from noncontrolling interests61
 10
 (7) (4) 4
 4
 
 
 58
 10
233
 311
 1
 (2) 5
 5
 
 
 239
 314
Net income (loss) (3)$2,229
 3,227
 2,046
 2,047
 710
 677
 (389) (307) 4,596
 5,644
$5,970
 4,409
 5,559
 5,510
 1,179
 1,159
 (642) (756) 12,066
 10,322
Average loans$473.5
 489.2
 463.8
 454.3
 72.4
 68.4
 (57.4) (54.4) 952.3
 957.5
$457.9
 467.1
 475.2
 464.9
 74.7
 74.3
 (59.1) (58.8) 948.7
 947.5
Average assets988.9
 993.6
 824.3
 794.2
 213.4
 212.1
 (88.1) (85.3) 1,938.5
 1,914.6
1,020.1
 1,048.0
 848.4
 827.8
 83.5
 84.1
 (60.1) (59.6) 1,891.9
 1,900.3
Average deposits734.5
 708.0
 463.4
 441.2
 188.1
 189.2
 (79.6) (76.9) 1,306.4
 1,261.5
771.6
 754.1
 410.1
 429.9
 148.3
 172.5
 (64.5) (72.3) 1,265.5
 1,284.2
Nine months ended Sep 30,                   
Net interest income (2)$22,820
 22,277
 12,779
 11,729
 3,360
 2,852
 (1,700) (1,506) 37,259
 35,352
Provision (reversal of provision) for credit losses1,919
 2,060
 (39) 905
 2
 (8) (5) 8
 1,877
 2,965
Noninterest income13,622
 14,928
 8,295
 9,660
 9,261
 9,020
 (2,340) (2,275) 28,838
 31,333
Noninterest expense22,278
 20,437
 12,551
 12,124
 9,387
 9,017
 (2,532) (2,416) 41,684
 39,162
Income (loss) before income tax expense (benefit)12,245
 14,708
 8,562
 8,360
 3,232
 2,863
 (1,503) (1,373) 22,536
 24,558
Income tax expense (benefit)3,817
 4,910
 2,034
 2,341
 1,206
 1,087
 (571) (521) 6,486
 7,817
Net income (loss) before noncontrolling interests8,428
 9,798
 6,528
 6,019
 2,026
 1,776
 (932) (852) 16,050
 16,741
Less: Net income (loss) from noncontrolling interests197
 96
 (21) (22) 11
 3
 
 
 187
 77
Net income (loss) (3)$8,231
 9,702
 6,549
 6,041
 2,015
 1,773
 (932) (852) 15,863
 16,664
Average loans$477.8
 486.4
 465.0
 445.2
 71.6
 66.4
 (56.8) (52.8) 957.6
 945.2
Average assets987.7
 969.6
 816.5
 771.9
 216.1
 208.5
 (88.1) (84.3) 1,932.2
 1,865.7
Average deposits726.4
 698.3
 464.1
 431.7
 190.6
 185.4
 (78.8) (76.1) 1,302.3
 1,239.3
(1)Includes the elimination of certain items that are included in more than one business segment, mostsubstantially all of which represents products and services for Wealth and Investment Management customers served through Community Banking distribution channels. 
(2)Net interest income is the difference between interest earned on assets and the cost of liabilities to fund those assets. Interest earned includes actual interest earned on segment assets and, if the segment has excess liabilities,as well as interest credits for providingany funding of a segment available to be provided to other segments. The cost of liabilities includes actual interest expense on segment liabilities and, if the segment does not have enough liabilities to fund its assets, aas well as funding charge based on the cost of excess liabilitiescharges for any funding provided from another segment.other segments.
(3)Represents segment net income (loss) for Community Banking; Wholesale Banking; and Wealth and Investment Management segments and Wells Fargo net income for the consolidated company.






Note 19:23: Regulatory and Agency Capital Requirements
The Company and each of its subsidiary banks are subject to regulatory capital adequacy requirements promulgated by federal bank regulatory agencies. The Federal Reserve establishes capital requirements for the consolidated financial holding company, and the OCC has similar requirements for the Company’s national banks, including Wells Fargo Bank, N.A. (the Bank).
Table 19.123.1 presents regulatory capital information for Wells Fargo & Company and the Bank using Basel III, which increased minimum required capital ratios, and introduced a minimum Common Equity Tier 1 (CET1) ratio. We must report the lower of our CET1, tier 1 and total capital ratios calculated under the Standardized Approach and under the Advanced Approach in the assessment of our capital adequacy. The information presented reflects risk-weighted assets (RWAs) under the Standardized and Advanced Approaches with Transition Requirements. The Standardized Approach applies assigned risk weights to broad risk categories, while the calculation of RWAsrisk-weighted assets (RWAs) under the
Advanced Approach differs by requiring applicable banks to utilize a risk-sensitive methodology, which relies upon the use of internal credit models, and includes an operational risk component. The
Basel III revised definition of capital and changesrules are being phased-in effective January 1, 2014, through the end of 2021. Beginning January 1, 2018, the requirements for calculating CET1 and tier 1 capital, along with RWAs, became fully phased-in. Accordingly, the information presented reflects fully phased-in CET1 capital, tier 1 capital, and RWAs, but reflects total capital still in accordance with Transition Requirements.
The Bank is an approved seller/servicer of mortgage loans and is required to maintain minimum levels of shareholders’ equity, as specified by various agencies, including the United States Department of Housing and Urban Development, GNMA, FHLMC and FNMA. At SeptemberJune 30, 2017,2019, the Bank met these requirements. Other subsidiaries, including the Company’s insurance and broker-dealer subsidiaries, are also subject to various minimum capital levels, as defined by applicable industry regulations. The minimum capital levels for these subsidiaries, and related restrictions, are not significant to our consolidated operations.
Table 19.1:23.1:Regulatory Capital Information
Wells Fargo & Company Wells Fargo Bank, N.A.Wells Fargo & Company Wells Fargo Bank, N.A.
September 30, 2017   December 31, 2016   September 30, 2017 December 31, 2016June 30, 2019   December 31, 2018   June 30, 2019   December 31, 2018
(in millions, except ratios)Advanced Approach
 
Standardized
Approach

 Advanced Approach
 Standardized
Approach

 Advanced Approach
 Standardized
Approach

 Advanced Approach
 Standardized
Approach

 Advanced Approach
 
Standardized
Approach

 Advanced Approach
 Standardized
Approach

 Advanced Approach
 Standardized
Approach

 Advanced Approach
 Standardized
Approach

 
Regulatory capital:Regulatory capital:               Regulatory capital:               
Common equity tier 1$153,548
 153,548
 148,785
 148,785
 140,021
 140,021
 132,225
 132,225
 $149,183
 149,183
 146,363
 146,363
 146,505
 146,505
 142,685
 142,685
 
Tier 1176,996
 176,996
 171,364
 171,364
 140,021
 140,021
 132,225
 132,225
 170,675
 170,675
 167,866
 167,866
 146,505
 146,505
 142,685
 142,685
 
Total209,522
 219,208
 204,425
 214,877
 153,558
 162,723
 145,665
 155,281
 200,810
 208,817
 198,798
 207,041
 159,090
 166,648
 155,558
 163,380
 
Assets:                                
Risk-weighted$1,217,700
 1,268,638
 1,274,589
 1,336,198
 1,103,800
 1,173,294
 1,143,681
 1,222,876
 
Adjusted average (1)1,908,883
 1,908,883
 1,914,802
 1,914,802
 1,713,046
 1,713,046
 1,714,524
 1,714,524
 
Risk-weighted assets$1,182,838
 1,246,683
 1,177,350
 1,247,210
 1,059,642
 1,144,959
 1,058,653
 1,154,182
 
Adjusted average assets (1)1,871,806
 1,871,806
 1,850,299
 1,850,299
 1,654,994
 1,654,994
 1,652,009
 1,652,009
 
Regulatory capital ratios:                                
Common equity tier 1 capital12.61%
12.10
* 11.67
 11.13
* 12.69

11.93
* 11.56

10.81
*12.61% 11.97
* 12.43
 11.74
* 13.83
 12.80
* 13.48
 12.36
*
Tier 1 capital14.54

13.95
* 13.44
 12.82
* 12.69

11.93
* 11.56

10.81
*14.43
 13.69
* 14.26
 13.46
* 13.83
 12.80
* 13.48
 12.36
*
Total capital17.21
*17.28

 16.04
*16.08
  13.91

13.87
* 12.74

12.70
*16.98
 16.75
* 16.89
 16.60
* 15.01
 14.56
* 14.69
 14.16
*
Tier 1 leverage (1)9.27
 9.27
 8.95
 8.95
 8.17
 8.17
 7.71
 7.71
 9.12
 9.12
 9.07
 9.07
 8.85
 8.85
 8.64
 8.64
 
Wells Fargo & Company  Wells Fargo Bank, N.A.  
June 30, 2019  December 31, 2018  June 30, 2019  December 31, 2018  
Supplementary leverage: (2)                
Total leverage exposure$2,202,607  2,174,564  1,964,107  1,957,276  
Supplementary leverage ratio7.75% 7.72  7.46  7.29  
*Denotes the lowest capital ratio as determined under the Advanced and Standardized Approaches.
(1)The leverage ratio consists of Tier 1 capital divided by quarterlytotal average total assets, excluding goodwill and certain other items.
(2)The supplementary leverage ratio consists of Tier 1 capital divided by total leverage exposure. Total leverage exposure consists of total average assets, less goodwill and other permitted Tier 1 capital deductions (net of deferred tax liabilities), plus certain off-balance sheet exposures.
Table 19.223.2 presents the minimum required regulatory capital ratios under Transition Requirements to which the Company and the Bank were subject as of SeptemberJune 30, 20172019, and December 31, 2016.2018.
 


Table 19.2:23.2:Minimum Required Regulatory Capital Ratios – Transition Requirements (1)
Wells Fargo & Company Wells Fargo Bank, N.A.Wells Fargo & Company Wells Fargo Bank, N.A.
September 30, 2017
 December 31, 2016 September 30, 2017 December 31, 2016June 30, 2019
 December 31, 2018 June 30, 2019 December 31, 2018
Regulatory capital ratios:       
Common equity tier 1 capital6.750% 5.625 5.750 5.1259.000% 7.875 7.000 6.375
Tier 1 capital8.250
 7.125 7.250 6.62510.500
 9.375 8.500 7.875
Total capital10.250
 9.125 9.250 8.62512.500
 11.375 10.500 9.875
Tier 1 leverage4.000
 4.000 4.000 4.0004.000
 4.000 4.000 4.000
Supplementary leverage5.000
 5.000 6.000 6.000
(1)
At SeptemberJune 30, 2017,2019, under transition requirements, the CET1, tier 1 and total capital minimum ratio requirements for Wells Fargo & Company include a capital conservation buffer of 1.250%2.500% and a global systemically important bank (G-SIB) surcharge of 1.000%2.000%. Only the 1.250%2.500% capital conservation buffer applies to the Bank at SeptemberJune 30, 2017.
2019.





Glossary of Acronyms
    
ABSAsset-backed securityG-SIBGlobally systemic important bank
ACLAllowance for credit lossesHAMPHQLAHome Affordability Modification ProgramHigh-quality liquid assets
ALCOAsset/Liability Management CommitteeHUDHTMU.S. Department of Housing and Urban DevelopmentHeld to maturity
ARM
Adjustable-rate mortgageLCRLiquidity coverage ratio
ASC
Accounting Standards CodificationLHFSLoans held for sale
ASUAccounting Standards UpdateLIBORLondon Interbank Offered Rate
AUAAssets under administrationLIHTCLow income housing tax credit
AUMAssets under managementLOCOMLower of cost or marketfair value
AVMAutomated valuation modelLTVLoan-to-value
BCBSBasel Committee on Bank SupervisionMBSMortgage-backed security
BHCBank holding companyMHAMLHFSMaking Home Affordable programsMortgage loans held for sale
CCARComprehensive Capital Analysis and ReviewMHFSMSRMortgages held for saleMortgage servicing right
CDCertificate of depositMSRNAVMortgage servicing rightNet asset value
CDOCollateralized debt obligationMTNNPAMedium-term noteNonperforming asset
CDSCredit default swapsNAVNet asset value
CECLCurrent expected credit lossNPANonperforming asset
CET1Common Equity Tier 1OCCOffice of the Comptroller of the Currency
CFPBCECLConsumer Financial Protection BureauCurrent expected credit lossOCIOther comprehensive income
CLOCET1Collateralized loan obligationCommon Equity Tier 1OTCOver-the-counter
CLTVCFPBCombined loan-to-valueConsumer Financial Protection BureauOTTIOther-than-temporary impairment
CMBSCLOCommercial mortgage-backed securitiesCollateralized loan obligationPCI LoansPurchased credit-impaired loans
CPICLTVCollateral protection insuranceCombined loan-to-valuePTPPPre-tax pre-provision profit
CPPCPICapital Purchase ProgramCollateral protection insuranceRBCRisk-based capital
CRECPPCommercial real estateCapital Purchase ProgramRMBSResidential mortgage-backed securities
DPDCREDays past dueCommercial real estateROAWells Fargo net income to average total assets
ESOPDPDEmployee Stock Ownership PlanDays past dueROEWells Fargo net income applicable to common stock
FASESOPStatement of Financial Accounting StandardsEmployee Stock Ownership Plan to average Wells Fargo common stockholders'stockholders’ equity
FASBFASStatement of Financial Accounting Standards BoardROTCEReturn on average tangible common equity
FDICFASBFederal Deposit Insurance CorporationFinancial Accounting Standards BoardRWAsRisk-weighted assets
FFELPFDICFederal Family Education Loan ProgramDeposit Insurance CorporationSECSecurities and Exchange Commission
FHAFederal Housing AdministrationS&PStandard & Poor’s Global Ratings Services
FHLBFederal Home Loan BankSLRSupplementary leverage ratio
FHLMCFederal Home Loan Mortgage CorporationSPESOFRSpecial purpose entitySecured Overnight Financing Rate
FICOFair Isaac Corporation (credit rating)TARPSPETroubled Asset Relief ProgramSpecial purpose entity
FNMAFederal National Mortgage AssociationTDRTroubled debt restructuring
FRBBoard of Governors of the Federal Reserve SystemTLACTotal Loss Absorbing Capacity
GAAPGenerally accepted accounting principlesVADepartment of Veterans Affairs
GNMAGovernment National Mortgage AssociationVaRValue-at-Risk
GSEGovernment-sponsored entityVIEVariable interest entity
G-SIBGlobally systemic important bankWIMWealth and Investment Management




PART II – OTHER INFORMATION


Item 1.            Legal Proceedings
 
Information in response to this item can be found in Note 1114 (Legal Actions) to Financial Statements in this Report which information is incorporated by reference into this item.


Item 1A.         Risk Factors
 
Information in response to this item can be found under the “Financial Review – Risk Factors” section in this Report which information is incorporated by reference into this item. 


Item 2.           Unregistered Sales of Equity Securities and Use of Proceeds
 
The following table shows Company repurchases of its common stock for each calendar month in the quarter ended SeptemberJune 30, 2017.2019.
Calendar month
Total number
of shares
repurchased (1)

 
Weighted-average
price paid per share

 Maximum number of
shares that may yet
be repurchased under
the authorization

July6,616,050
 $54.73
 164,594,913
August (2)30,887,246
 53.26
 133,707,667
September (2)11,519,239
 51.50
 122,188,428
Total49,022,535
    
      
Calendar monthTotal number
of shares
repurchased (1)

 Weighted-average
price paid per share

 Maximum number of
shares that may yet
be repurchased under
the authorization

April28,673,471
 $47.86
 269,297,234
May41,151,107
 46.79
 228,146,127
June35,028,166
 45.68
 193,117,961
Total104,852,744
    
      
(1)
All shares were repurchased under an authorization covering up to 350 million shares of common stock approved by the Board of Directors and publicly announced by the Company on January 26, 2016.October 23, 2018. In addition, the Company publicly announced on July 23, 2019, that the Board of Directors authorized the repurchase of an additional 350 million shares of common stock. Unless modified or revoked by the Board, this authorization doesthese authorizations do not expire.
(2)
August includes a private repurchase transaction of 18,746,180 shares at a weighted-average price per share of $53.34. September includes a private repurchase transaction of 9,717,399 shares at a weighted-average price per share of $51.45.



The following table shows Company repurchases of the warrants for each calendar month in the quarter ended September 30, 2017.

Calendar month
Total number
of warrants
repurchased (1)

Average price
paid per warrant

Maximum dollar value
of warrants that
may yet be repurchased

July
$
451,944,402
August

451,944,402
September

451,944,402
Total
(1)
Warrants are repurchased under the authorization covering up to $1 billion in warrants approved by the Board of Directors (ratified and approved on June 22, 2010). Unless modified or revoked by the Board, this authorization does not expire.



Item 6.Exhibits
 
A list of exhibits to this Form 10-Q is set forth below.
 
The Company’s SEC file number is 001-2979. On and before November 2, 1998, the Company filed documents with the SEC under the name Norwest Corporation. The former Wells Fargo & Company filed documents under SEC file number 001-6214.


Exhibit
Number
 Description  Location 
  Incorporated by reference to Exhibit 3(a) to the Company's Quarterly Report on Form 10-Q for the quarter ended March 31, 2017.
  Incorporated by reference to Exhibit 3.1 to the Company’s Current Report on Form 8-K filed December 1, 2016.
4(a) See Exhibits 3(a) and 3(b).  
4(b) The Company agrees to furnish upon request to the Commission a copy of each instrument defining the rights of holders of senior and subordinated debt of the Company.  
  Filed herewith.
      Quarter ended September 30,  Nine months ended September 30,    
      2017
 2016
 2017
 2016
   
   Including interest on deposits 3.53
 6.03
 4.17
 6.36
   
   Excluding interest on deposits 4.75
 7.42
 5.51
 7.86
   
     
  Filed herewith.
      Quarter ended September 30,  Nine months ended September 30,    
      2017
 2016
 2017
 2016
   
   Including interest on deposits 2.88
 4.44
 3.35
 4.63
   
   Excluding interest on deposits 3.56
 5.10
 4.09
 5.31
   
             
  Filed herewith.
  Filed herewith.
  Furnished herewith.
  Furnished herewith.
101.INS XBRL Instance Document Filed herewith.
101.SCH XBRL Taxonomy Extension Schema Document Filed herewith.
101.CAL XBRL Taxonomy Extension Calculation Linkbase Document Filed herewith.
101.DEF XBRL Taxonomy Extension Definitions Linkbase Document Filed herewith.
101.LAB XBRL Taxonomy Extension Label Linkbase Document Filed herewith.
101.PRE XBRL Taxonomy Extension Presentation Linkbase Document Filed herewith.
Exhibit
Number
Description Location 
Incorporated by reference to Exhibit 3(a) to the Company’s Quarterly Report on Form 10-Q for the quarter ended March 31, 2019.
Incorporated by reference to Exhibit 3.1 to the Company’s Current Report on Form 8-K filed March 1, 2018.
4(a)See Exhibits 3(a) and 3(b).
4(b)The Company agrees to furnish upon request to the Commission a copy of each instrument defining the rights of holders of senior and subordinated debt of the Company.
Incorporated by reference to Exhibit 10(b) to the Company’s Current Report on Form 8-K filed April 26, 2019.
 Form of Restricted Share Rights Award Agreement:
Filed herewith.
Filed herewith.
Filed herewith.
Furnished herewith.
Furnished herewith.
101.INSInline XBRL Instance DocumentThe instance document does not appear in the interactive data file because its XBRL tags are embedded within the inline XBRL document.
101.SCHInline XBRL Taxonomy Extension Schema DocumentFiled herewith.
101.CALInline XBRL Taxonomy Extension Calculation Linkbase DocumentFiled herewith.
101.DEFInline XBRL Taxonomy Extension Definitions Linkbase DocumentFiled herewith.
101.LABInline XBRL Taxonomy Extension Label Linkbase DocumentFiled herewith.
101.PREInline XBRL Taxonomy Extension Presentation Linkbase DocumentFiled herewith.




SIGNATURE
 
Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this Report to be signed on its behalf by the undersigned, thereunto duly authorized.
 
Dated: November 3, 2017                                                        August 2, 2019                                                        WELLS FARGO & COMPANY
 
 
By:      /s/ /s/ RICHARD D. LEVY                                 
Richard D. Levy
Executive Vice President and Controller
(Principal Accounting Officer)


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