Table of Contents

United States
Securities and Exchange Commission
Washington, D.C. 20549
Form 10-Q
ý Quarterly Report Pursuant to Section 13 or 15(d) of the Securities Exchange Act of 1934
For the quarterly period ended: March 31,September 30, 2017
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: 001-13221
Cullen/Frost Bankers, Inc.
(Exact name of registrant as specified in its charter)
Texas74-1751768
(State or other jurisdiction of
incorporation or organization)
(I.R.S. Employer
Identification No.)
  
100 W. Houston Street, San Antonio, Texas78205
(Address of principal executive offices)(Zip code)
(210) 220-4011
(Registrant’s telephone number, including area code)
N/A
(Former name, former address and former fiscal year, if changed since last report)
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.     Yes  ý    No  ¨
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  ý    No  ¨
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, 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 filerýAccelerated filer¨
Non-accelerated filer
¨ (Do not check if a smaller reporting company)
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.    ¨
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act).    Yes  ¨    No  ý
As of April 21,October 19, 2017 there were 63,950,42763,164,491 shares of the registrant’s Common Stock, $.01 par value, outstanding.

Cullen/Frost Bankers, Inc.
Quarterly Report on Form 10-Q
March 31,September 30, 2017
Table of Contents
 Page
Item 1. 
 
 
 
 
 
 
Item 2.Management's Discussion and Analysis of Financial Condition and Results of Operations
Item 3.
Item 4.
   
 
Item 1.
Item 1A.
Item 2.
Item 3.
Item 4.
Item 5.
Item 6.
   

Part I. Financial Information
Item 1. Financial Statements (Unaudited)
Cullen/Frost Bankers, Inc.
Consolidated Balance Sheets
(Dollars in thousands, except per share amounts)
March 31,
2017
 December 31,
2016
September 30,
2017
 December 31,
2016
Assets:      
Cash and due from banks$509,506
 $561,838
$503,961
 $561,838
Interest-bearing deposits3,989,375
 3,560,865
4,538,300
 3,560,865
Federal funds sold and resell agreements30,292
 18,742
49,642
 18,742
Total cash and cash equivalents4,529,173
 4,141,445
5,091,903
 4,141,445
Securities held to maturity, at amortized cost1,640,255
 2,250,460
1,442,222
 2,250,460
Securities available for sale, at estimated fair value10,612,493
 10,203,277
10,185,100
 10,203,277
Trading account securities17,094
 16,703
19,721
 16,703
Loans, net of unearned discounts12,185,645
 11,975,392
12,706,304
 11,975,392
Less: Allowance for loan losses(153,056) (153,045)(154,303) (153,045)
Net loans12,032,589
 11,822,347
12,552,001
 11,822,347
Premises and equipment, net521,092
 525,821
520,639
 525,821
Goodwill654,952
 654,952
654,952
 654,952
Other intangible assets, net6,318
 6,776
5,475
 6,776
Cash surrender value of life insurance policies178,206
 177,884
179,789
 177,884
Accrued interest receivable and other assets332,533
 396,654
338,170
 396,654
Total assets$30,524,705
 $30,196,319
$30,989,972
 $30,196,319
      
Liabilities:      
Deposits:      
Non-interest-bearing demand deposits$10,909,415
 $10,513,369
$11,174,251
 $10,513,369
Interest-bearing deposits15,232,749
 15,298,206
15,229,018
 15,298,206
Total deposits26,142,164
 25,811,575
26,403,269
 25,811,575
Federal funds purchased and repurchase agreements895,200
 976,992
997,919
 976,992
Junior subordinated deferrable interest debentures, net of unamortized issuance costs136,141
 136,127
136,170
 136,127
Subordinated notes, net of unamortized issuance costs98,446
 99,990
98,512
 99,990
Accrued interest payable and other liabilities155,376
 169,107
165,059
 169,107
Total liabilities27,427,327
 27,193,791
27,800,929
 27,193,791
      
Shareholders’ Equity:      
Preferred stock, par value $0.01 per share; 10,000,000 shares authorized; 6,000,000 Series A shares ($25 liquidation preference) issued at March 31, 2017 and December 31, 2016144,486
 144,486
Common stock, par value $0.01 per share; 210,000,000 shares authorized; 63,915,806 shares issued at March 31, 2017 and 63,632,464 shares issued at December 31, 2016640
 637
Preferred stock, par value $0.01 per share; 10,000,000 shares authorized; 6,000,000 Series A shares ($25 liquidation preference) issued at September 30, 2017 and December 31, 2016144,486
 144,486
Common stock, par value $0.01 per share; 210,000,000 shares authorized; 64,236,306 shares issued at September 30, 2017 and 63,632,464 shares issued at December 31, 2016642
 637
Additional paid-in capital926,005
 906,732
951,893
 906,732
Retained earnings2,032,097
 1,985,569
2,133,259
 1,985,569
Accumulated other comprehensive income, net of tax(5,850) (24,623)57,675
 (24,623)
Treasury stock, at cost; none at March 31, 2017 and 158,243 shares at December 31, 2016
 (10,273)
Treasury stock, at cost; 1,122,721 shares at September 30, 2017 and 158,243 shares at December 31, 2016(98,912) (10,273)
Total shareholders’ equity3,097,378
 3,002,528
3,189,043
 3,002,528
Total liabilities and shareholders’ equity$30,524,705
 $30,196,319
$30,989,972
 $30,196,319
See Notes to Consolidated Financial Statements.


Cullen/Frost Bankers, Inc.
Consolidated Statements of Income
(Dollars in thousands, except per share amounts)
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Interest income:          
Loans, including fees$122,600
 $112,586
$138,400
 $114,368
 $392,073
 $340,303
Securities:          
Taxable25,302
 25,974
23,203
 25,897
 72,032
 77,402
Tax-exempt56,947
 50,333
54,939
 53,065
 167,321
 154,308
Interest-bearing deposits6,836
 3,653
10,800
 4,111
 26,712
 11,366
Federal funds sold and resell agreements107
 58
244
 48
 514
 165
Total interest income211,792
 192,604
227,586
 197,489
 658,652
 583,544
Interest expense:          
Deposits1,868
 1,787
5,668
 1,749
 9,709
 5,309
Federal funds purchased and repurchase agreements139
 56
523
 44
 849
 152
Junior subordinated deferrable interest debentures908
 750
1,020
 839
 2,890
 2,392
Other long-term borrowings368
 287
1,164
 350
 2,696
 958
Total interest expense3,283
 2,880
8,375
 2,982
 16,144
 8,811
Net interest income208,509
 189,724
219,211
 194,507
 642,508
 574,733
Provision for loan losses7,952
 28,500
10,980
 5,045
 27,358
 42,734
Net interest income after provision for loan losses200,557
 161,224
208,231
 189,462
 615,150
 531,999
Non-interest income:          
Trust and investment management fees26,470
 25,334
27,493
 26,451
 81,690
 77,806
Service charges on deposit accounts20,769
 20,364
20,967
 20,540
 62,934
 60,769
Insurance commissions and fees13,821
 15,423
10,892
 11,029
 34,441
 35,812
Interchange and debit card transaction fees5,574
 5,022
5,884
 5,435
 17,150
 15,838
Other charges, commissions and fees9,592
 9,053
10,493
 10,703
 29,983
 29,825
Net gain (loss) on securities transactions
 14,903
(4,867) (37) (4,917) 14,866
Other7,474
 6,044
10,753
 7,993
 25,114
 21,358
Total non-interest income83,700
 96,143
81,615
 82,114
 246,395
 256,274
Non-interest expense:          
Salaries and wages82,512
 79,297
84,388
 79,411
 247,895
 236,814
Employee benefits21,625
 20,305
17,730
 17,844
 57,553
 55,861
Net occupancy19,237
 17,187
19,391
 18,202
 57,781
 53,631
Furniture and equipment17,990
 17,517
18,743
 17,979
 54,983
 53,474
Deposit insurance4,915
 3,657
4,862
 4,558
 15,347
 12,412
Intangible amortization458
 664
405
 586
 1,301
 1,869
Other41,178
 40,532
41,304
 41,925
 127,929
 125,048
Total non-interest expense187,915
 179,159
186,823
 180,505
 562,789
 539,109
Income before income taxes96,342
 78,208
103,023
 91,071
 298,756
 249,164
Income taxes11,401
 9,392
9,892
 10,852
 35,131
 28,622
Net income84,941
 68,816
93,131
 80,219
 263,625
 220,542
Preferred stock dividends2,016
 2,016
2,016
 2,016
 6,047
 6,047
Net income available to common shareholders$82,925
 $66,800
$91,115
 $78,203
 $257,578
 $214,495
          
Earnings per common share:          
Basic$1.29
 $1.07
$1.43
 $1.24
 $4.02
 $3.44
Diluted1.28
 1.07
1.41
 1.24
 3.98
 3.42
See Notes to Consolidated Financial Statements.

Cullen/Frost Bankers, Inc.
Consolidated Statements of Comprehensive Income
(Dollars in thousands)
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Net income$84,941
 $68,816
$93,131
 $80,219
 $263,625
 $220,542
Other comprehensive income (loss), before tax:          
Securities available for sale and transferred securities:          
Change in net unrealized gain/loss during the period33,811
 122,218
7,082
 (95,641) 131,283
 191,865
Change in net unrealized gain on securities transferred to held to maturity(6,286) (8,166)(3,514) (7,278) (13,660) (24,629)
Reclassification adjustment for net (gains) losses included in net income
 (14,903)4,867
 37
 4,917
 (14,866)
Total securities available for sale and transferred securities27,525
 99,149
8,435
 (102,882) 122,540
 152,370
Defined-benefit post-retirement benefit plans:          
Change in the net actuarial gain/loss
 
 
 (862)
Reclassification adjustment for net amortization of actuarial gain/loss included in net income as a component of net periodic cost (benefit)1,357
 1,553
1,357
 1,585
 4,072
 4,878
Total defined-benefit post-retirement benefit plans1,357
 1,553
1,357
 1,585
 4,072
 4,016
Other comprehensive income (loss), before tax28,882
 100,702
9,792
 (101,297) 126,612
 156,386
Deferred tax expense (benefit) related to other comprehensive income10,109
 35,246
3,427
 (35,453) 44,314
 54,736
Other comprehensive income (loss), net of tax18,773
 65,456
6,365
 (65,844) 82,298
 101,650
Comprehensive income (loss)$103,714
 $134,272
$99,496
 $14,375
 $345,923
 $322,192
See Notes to Consolidated Financial Statements.

Cullen/Frost Bankers, Inc.
Consolidated Statements of Changes in Shareholders’ Equity
(Dollars in thousands, except per share amounts)
Three Months Ended 
 March 31,
Nine Months Ended 
 September 30,
2017 20162017 2016
Total shareholders’ equity at beginning of period$3,002,528
 $2,890,343
$3,002,528
 $2,890,343
Net income84,941
 68,816
263,625
 220,542
Other comprehensive income (loss)18,773
 65,456
82,298
 101,650
Stock option exercises/stock unit conversions (442,054 shares in 2017 and 1,875 shares in 2016)24,747
 97
Stock option exercises/stock unit conversions (774,799 shares in 2017 and 908,921 shares in 2016)45,422
 47,873
Stock compensation expense recognized in earnings3,103
 2,482
9,013
 7,998
Purchase of treasury stock (469 shares in 2017)(42) 
Cash dividends – preferred stock (approximately $0.34 per share in both 2017 and in 2016)(2,016) (2,016)
Cash dividends – common stock ($0.54 per share in 2017 and $0.53 per share in 2016)(34,656) (32,938)
Purchase of treasury stock (1,135,435 shares in 2017)(100,042) 
Cash dividends – preferred stock (approximately $1.01 per share in both 2017 and in 2016)(6,047) (6,047)
Cash dividends – common stock ($1.68 per share in 2017 and $1.61 per share in 2016)(107,754) (100,563)
Total shareholders’ equity at end of period$3,097,378
 $2,992,240
$3,189,043
 $3,161,796
See Notes to Consolidated Financial Statements.


Cullen/Frost Bankers, Inc.
Consolidated Statements of Cash Flows
(Dollars in thousands)
Three Months Ended 
 March 31,
Nine Months Ended 
 September 30,
2017 20162017 2016
Operating Activities:      
Net income$84,941
 $68,816
$263,625
 $220,542
Adjustments to reconcile net income to net cash from operating activities:      
Provision for loan losses7,952
 28,500
27,358
 42,734
Deferred tax expense (benefit)(4,301) (4,395)(9,505) (11,629)
Accretion of loan discounts(3,913) (3,727)(11,567) (11,893)
Securities premium amortization (discount accretion), net21,638
 19,725
66,455
 59,071
Net (gain) loss on securities transactions
 (14,903)4,917
 (14,866)
Depreciation and amortization12,121
 11,912
35,819
 35,712
Net (gain) loss on sale/write-down of assets/foreclosed assets(533) (632)(2,045) (373)
Stock-based compensation3,103
 2,482
9,013
 7,998
Net tax benefit from stock-based compensation3,515
 37
5,844
 1,610
Earnings on life insurance policies(783) (867)(2,367) (2,678)
Net change in:      
Trading account securities(1,088) (444)(3,018) 418
Accrued interest receivable and other assets55,705
 29,418
10,495
 11,134
Accrued interest payable and other liabilities(48,702) (5,792)(39,580) (2,806)
Net cash from operating activities129,655
 130,130
355,444
 334,974
      
Investing Activities:      
Securities held to maturity:      
Purchases
 

 
Sales
 135,610

 135,610
Maturities, calls and principal repayments599,457
 149,507
780,562
 227,760
Securities available for sale:      
Purchases(466,004) (813,955)(9,138,457) (10,079,302)
Sales
 1,060,196
8,993,963
 9,040,245
Maturities, calls and principal repayments107,586
 91,993
283,278
 270,737
Proceeds from sale of loans
 

 30,470
Net change in loans(214,281) (54,632)(745,702) (142,698)
Benefits received on life insurance policies461
 
462
 906
Proceeds from sales of premises and equipment1,544
 1,513
1,553
 1,517
Purchases of premises and equipment(6,311) (7,366)(23,796) (32,647)
Proceeds from sales of repossessed properties345
 57
517
 297
Net cash from investing activities22,797
 562,923
152,380
 (547,105)
      
Financing Activities:      
Net change in deposits330,589
 (186,620)591,694
 763,953
Net change in short-term borrowings(81,792) (199,636)20,927
 (89,220)
Proceeds from issuance of subordinated notes98,446
 
98,434
 
Principal payments on subordinated notes(100,000) 
(100,000) 
Proceeds from stock option exercises24,747
 97
45,422
 47,873
Purchase of treasury stock(42) 
(100,042) 
Cash dividends paid on preferred stock(2,016) (2,016)(6,047) (6,047)
Cash dividends paid on common stock(34,656) (32,938)(107,754) (100,563)
Net cash from financing activities235,276
 (421,113)442,634
 615,996
      
Net change in cash and cash equivalents387,728
 271,940
950,458
 403,865
Cash and equivalents at beginning of period4,141,445
 3,591,523
4,141,445
 3,591,523
Cash and equivalents at end of period$4,529,173
 $3,863,463
$5,091,903
 $3,995,388

See Notes to Consolidated Financial Statements.

Notes to Consolidated Financial Statements
(Table amounts in thousands, except for share and per share amounts)
Note 1 - Significant Accounting Policies
Nature of Operations. Cullen/Frost Bankers, Inc. (“Cullen/Frost”) is a financial holding company and a bank holding company headquartered in San Antonio, Texas that provides, through its subsidiaries, a broad array of products and services throughout numerous Texas markets. The terms “Cullen/Frost,” “the Corporation,” “we,” “us” and “our” mean Cullen/Frost Bankers, Inc. and its subsidiaries, when appropriate. In addition to general commercial and consumer banking, other products and services offered include trust and investment management, insurance, brokerage, mutual funds, leasing, treasury management, capital markets advisory and item processing.
Basis of Presentation. The consolidated financial statements in this Quarterly Report on Form 10-Q include the accounts of Cullen/Frost and all other entities in which Cullen/Frost has a controlling financial interest. All significant intercompany balances and transactions have been eliminated in consolidation. The accounting and financial reporting policies we follow conform, in all material respects, to accounting principles generally accepted in the United States and to general practices within the financial services industry.
The consolidated financial statements in this Quarterly Report on Form 10-Q have not been audited by an independent registered public accounting firm, but in the opinion of management, reflect all adjustments necessary for a fair presentation of our financial position and results of operations. All such adjustments were of a normal and recurring nature. The consolidated financial statements have been prepared in accordance with accounting principles generally accepted in the United States for interim financial information and with the instructions to Form 10-Q adopted by the Securities and Exchange Commission (“SEC”). Accordingly, the financial statements do not include all of the information and footnotes required by accounting principles generally accepted in the United States for complete financial statements and should be read in conjunction with our consolidated financial statements, and notes thereto, for the year ended December 31, 2016, included in our Annual Report on Form 10-K filed with the SEC on February 3, 2017 (the “2016 Form 10-K”). Operating results for the interim periods disclosed herein are not necessarily indicative of the results that may be expected for a full year or any future period.
Use of Estimates. The preparation of financial statements in conformity with accounting principles generally accepted in the United States requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the financial statements. Actual results could differ from those estimates. The allowance for loan losses and the fair values of financial instruments and the status of contingencies are particularly subject to change.
Cash Flow Reporting. Additional cash flow information was as follows:
 Three Months Ended 
 March 31,
 2017 2016
Cash paid for interest$3,257
 $2,794
Cash paid for income taxes
 
Significant non-cash transactions:   
Unsettled purchases of securities33,466
 94,905
Loans foreclosed and transferred to other real estate owned and foreclosed assets
 376
Accounting Changes, Reclassifications and Restatements. Certain items in prior financial statements have been reclassified to conform to the current presentation. As more fully described in our 2016 Form 10-K, during the third quarter of 2016, we elected to adopt the provisions of ASU 2016-09, “Compensation - Stock Compensation (Topic 718): Improvements to Employee Share-Based Payment Accounting,” in advance of the required application date of January 1, 2017. Our financial statements for the three months ended March 31, 2016 have been restated to reflect the adoption of ASU 2016-09 as of January 1, 2016. As a result, compared to previously reported amounts, our consolidated income statement as of March 31, 2016 reflects a $37 thousand decrease in income tax expense and a $37 thousand increase in net income which did not impact previously reported earnings per share.
 Nine Months Ended 
 September 30,
 2017 2016
Cash paid for interest$15,611
 $8,731
Cash paid for income taxes41,969
 39,160
Significant non-cash transactions:   
Unsettled purchases of securities41,763
 54,342
Loans foreclosed and transferred to other real estate owned and foreclosed assets257
 422

Note 2 - Securities
Securities. A summary of the amortized cost and estimated fair value of securities, excluding trading securities, is presented below.
March 31, 2017 December 31, 2016September 30, 2017 December 31, 2016
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Estimated
Fair Value
 
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Estimated
Fair Value
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Estimated
Fair Value
 
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Estimated
Fair Value
Held to Maturity                              
U.S. Treasury$
 $
 $
 $
 $249,889
 $1,762
 $
 $251,651
$
 $
 $
 $
 $249,889
 $1,762
 $
 $251,651
Residential mortgage-backed securities4,313
 30
 
 4,343
 4,511
 39
 
 4,550
3,708
 21
 24
 3,705
 4,511
 39
 
 4,550
States and political subdivisions1,634,592
 27,531
 3,039
 1,659,084
 1,994,710
 16,821
 6,335
 2,005,196
1,437,164
 36,991
 2,556
 1,471,599
 1,994,710
 16,821
 6,335
 2,005,196
Other1,350
 
 4
 1,346
 1,350
 
 
 1,350
1,350
 
 1
 1,349
 1,350
 
 
 1,350
Total$1,640,255
 $27,561
 $3,043
 $1,664,773
 $2,250,460
 $18,622
 $6,335
 $2,262,747
$1,442,222
 $37,012
 $2,581
 $1,476,653
 $2,250,460
 $18,622
 $6,335
 $2,262,747
Available for Sale                              
U.S. Treasury$4,203,543
 $25,386
 $7,698
 $4,221,231
 $4,003,692
 $24,984
 $8,945
 $4,019,731
$3,452,882
 $23,796
 $3,050
 $3,473,628
 $4,003,692
 $24,984
 $8,945
 $4,019,731
Residential mortgage-backed securities711,040
 27,305
 1,426
 736,919
 756,072
 30,388
 1,293
 785,167
658,281
 24,218
 1,304
 681,195
 756,072
 30,388
 1,293
 785,167
States and political subdivisions5,624,493
 70,205
 82,860
 5,611,838
 5,403,918
 50,101
 98,134
 5,355,885
5,898,098
 130,142
 40,501
 5,987,739
 5,403,918
 50,101
 98,134
 5,355,885
Other42,505
 
 
 42,505
 42,494
 
 
 42,494
42,538
 
 
 42,538
 42,494
 
 
 42,494
Total$10,581,581
 $122,896
 $91,984
 $10,612,493
 $10,206,176
 $105,473
 $108,372
 $10,203,277
$10,051,799
 $178,156
 $44,855
 $10,185,100
 $10,206,176
 $105,473
 $108,372
 $10,203,277
All mortgage-backed securities included in the above table were issued by U.S. government agencies and corporations. At March 31,September 30, 2017, approximately 98.1% of the securities in our municipal bond portfolio were issued by political subdivisions or agencies within the State of Texas, of which approximately 67.2%67.7% are either guaranteed by the Texas Permanent School Fund, which has a “triple A” insurer financial strength rating, or are secured by U.S. Treasury securities via defeasance of the debt by the issuers. Securities with limited marketability, such as stock in the Federal Reserve Bank and the Federal Home Loan Bank, are carried at cost and are reported as other available for sale securities in the table above. The carrying value of securities pledged to secure public funds, trust deposits, repurchase agreements and for other purposes, as required or permitted by law was $3.4$3.5 billion at March 31,September 30, 2017 and $3.9 billion andat December 31, 2016.
During the fourth quarter of 2012, we reclassified certain securities from available for sale to held to maturity. The securities had an aggregate fair value of $2.3 billion with an aggregate net unrealized gain of $165.7 million ($107.7 million, net of tax) on the date of the transfer. The net unamortized, unrealized gain on the remaining transferred securities included in accumulated other comprehensive income in the accompanying balance sheet as of March 31,September 30, 2017 totaled $21.5$14.1 million ($14.09.2 million, net of tax). This amount will be amortized out of accumulated other comprehensive income over the remaining life of the underlying securities as an adjustment of the yield on those securities.
Unrealized Losses. As of March 31,September 30, 2017, securities with unrealized losses, segregated by length of impairment, were as follows:
Less than 12 Months More than 12 Months TotalLess than 12 Months More than 12 Months Total
Estimated
Fair Value
 
Unrealized
Losses
 
Estimated
Fair Value
 
Unrealized
Losses
 
Estimated
Fair Value
 
Unrealized
Losses
Estimated
Fair Value
 
Unrealized
Losses
 
Estimated
Fair Value
 
Unrealized
Losses
 
Estimated
Fair Value
 
Unrealized
Losses
Held to Maturity                      
Residential mortgage-backed securities$2,212
 $24
 $
 $
 $2,212
 $24
States and political subdivisions$27,969
 $249
 $120,214
 $2,790
 $148,183
 $3,039
5,301
 28
 74,965
 2,528
 80,266
 2,556
Other1,346
 4
 
 
 1,346
 4
1,349
 1
 
 
 1,349
 1
Total$29,315
 $253
 $120,214
 $2,790
 $149,529
 $3,043
$8,862
 $53
 $74,965
 $2,528
 $83,827
 $2,581
Available for Sale                      
U.S. Treasury$1,621,498
 $7,698
 $
 $
 $1,621,498
 $7,698
$840,074
 $3,050
 $
 $
 $840,074
 $3,050
Residential mortgage-backed securities61,669
 1,166
 $6,200
 260
 67,869
 1,426
75,441
 618
 19,458
 686
 94,899
 1,304
States and political subdivisions2,182,114
 82,860
 
 
 2,182,114
 82,860
986,705
 9,713
 842,751
 30,788
 1,829,456
 40,501
Total$3,865,281
 $91,724
 $6,200
 $260
 $3,871,481
 $91,984
$1,902,220
 $13,381
 $862,209
 $31,474
 $2,764,429
 $44,855

Declines in the fair value of held-to-maturity and available-for-sale securities below their cost that are deemed to be other than temporary are reflected in earnings as realized losses to the extent the impairment is related to credit losses. The amount of the impairment related to other factors is recognized in other comprehensive income. In estimating other-than-temporary impairment losses, management considers, among other things, (i) the length of time and the extent to which the fair value has been less than cost, (ii) the financial condition and near-term prospects of the issuer, and (iii) the intent and our ability to retain our investment in the issuer for a period of time sufficient to allow for any anticipated recovery in cost.
Management has the ability and intent to hold the securities classified as held to maturity in the table above until they mature, at which time we willexpect to receive full value for the securities. Furthermore, as of March 31,September 30, 2017, management does not have the intent to sell any of the securities classified as available for sale in the table above and believes that it is more likely than not that we will not have to sell any such securities before a recovery of cost. Any unrealized losses are due to increases in market interest rates over the yields available at the time the underlying securities were purchased. The fair value is expected to recover as the bondssecurities approach their maturity date or repricing date or if market yields for such investments decline. Management does not believe any of the securities are impaired due to reasons of credit quality. Accordingly, as of March 31,September 30, 2017, management believes the impairments detailed in the table above are temporary and no impairment loss has been realized in our consolidated income statement.
Contractual Maturities. The amortized cost and estimated fair value of securities, excluding trading securities, at March 31,September 30, 2017 are presented below by contractual maturity. Expected maturities may differ from contractual maturities because issuers may have the right to call or prepay obligations. Residential mortgage-backed securities and equity securities are shown separately since they are not due at a single maturity date.
Held to Maturity Available for SaleHeld to Maturity Available for Sale
Amortized
Cost
 
Estimated
Fair Value
 
Amortized
Cost
 
Estimated
Fair Value
Amortized
Cost
 
Estimated
Fair Value
 
Amortized
Cost
 
Estimated
Fair Value
Due in one year or less$327,143
 $335,353
 $50,830
 $51,606
$251,739
 $256,716
 $37,321
 $38,127
Due after one year through five years166,880
 174,676
 4,793,171
 4,819,082
116,604
 121,451
 4,056,709
 4,085,795
Due after five years through ten years349,195
 353,119
 366,528
 376,888
411,074
 420,160
 385,649
 399,538
Due after ten years792,724
 797,282
 4,617,507
 4,585,493
659,097
 674,621
 4,871,301
 4,937,907
Residential mortgage-backed securities4,313
 4,343
 711,040
 736,919
3,708
 3,705
 658,281
 681,195
Equity securities
 
 42,505
 42,505

 
 42,538
 42,538
Total$1,640,255
 $1,664,773
 $10,581,581
 $10,612,493
$1,442,222
 $1,476,653
 $10,051,799
 $10,185,100
Sales of Securities. As more fully discussed in our 2016 Form 10-K, during 2016, we sold certain securities issued by municipalities that, based upon our internal credit analysis, had experienced significant deterioration in creditworthiness. Some of the securities we sold were classified as held to maturity prior to their sale. Despite their classification as held to maturity, we believe the sale of these securities was merited and permissible under the applicable accounting guidelines because of the significant deterioration in the creditworthiness of the issuers.
Sales of securities held to maturity were as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Proceeds from sales$
 $135,610
$
 $
 $
 $135,610
Amortized cost
 131,840

 
 
 131,840
Gross realized gains
 3,770

 
 
 3,770
Gross realized losses
 

 
 
 
Tax (expense) benefit of securities gains/losses
 (1,319)
 
 
 (1,319)
Sales of securities available for sale were as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Proceeds from sales$
 $1,060,196
$746,524
 $7,980,049
 $8,993,963
 $9,040,245
Gross realized gains
 11,133

 1
 
 11,134
Gross realized losses
 
(4,867) (38) (4,917) (38)
Tax (expense) benefit of securities gains/losses
 (3,897)1,703
 13
 1,721
 (3,884)

Premiums and Discounts. Premium amortization and discount accretion included in interest income on securities was as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Premium amortization$(24,028) $(22,340)$(24,586) $(22,762) $(72,733) $(67,321)
Discount accretion2,390
 2,615
1,783
 2,497
 6,278
 8,250
Net (premium amortization) discount accretion$(21,638) $(19,725)$(22,803) $(20,265) $(66,455) $(59,071)
Trading Account Securities. Trading account securities, at estimated fair value, were as follows:
March 31,
2017
 December 31,
2016
September 30,
2017
 December 31,
2016
U.S. Treasury$17,094
 $16,594
$18,814
 $16,594
States and political subdivisions
 109
907
 109
Total$17,094
 $16,703
$19,721
 $16,703
Net gains and losses on trading account securities were as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Net gain on sales transactions$311
 $302
$414
 $379
 $1,018
 $1,032
Net mark-to-market gains (losses)13
 1
(8) 
 (51) (1)
Net gain (loss) on trading account securities$324
 $303
$406
 $379
 $967
 $1,031
Note 3 - Loans
Loans were as follows:
March 31,
2017
 
Percentage
of Total
 December 31,
2016
 
Percentage
of Total
September 30,
2017
 
Percentage
of Total
 December 31,
2016
 
Percentage
of Total
Commercial and industrial$4,402,276
 36.2% $4,344,000
 36.3%$4,677,923
 36.8% $4,344,000
 36.3%
Energy:              
Production982,266
 8.0
 971,767
 8.1
1,094,927
 8.6
 971,767
 8.1
Service204,797
 1.7
 221,213
 1.8
159,893
 1.3
 221,213
 1.8
Other175,493
 1.5
 193,081
 1.7
132,240
 1.0
 193,081
 1.7
Total energy1,362,556
 11.2
 1,386,061
 11.6
1,387,060
 10.9
 1,386,061
 11.6
Commercial real estate:              
Commercial mortgages3,602,100
 29.6
 3,481,157
 29.1
3,714,172
 29.2
 3,481,157
 29.1
Construction1,063,894
 8.7
 1,043,261
 8.7
1,082,229
 8.5
 1,043,261
 8.7
Land322,790
 2.6
 311,030
 2.6
307,701
 2.4
 311,030
 2.6
Total commercial real estate4,988,784
 40.9
 4,835,448
��40.4
5,104,102
 40.1
 4,835,448
 40.4
Consumer real estate:              
Home equity loans346,632
 2.8
 345,130
 2.9
357,542
 2.8
 345,130
 2.9
Home equity lines of credit269,813
 2.2
 264,862
 2.2
288,981
 2.3
 264,862
 2.2
Other332,531
 2.7
 326,793
 2.7
367,948
 2.9
 326,793
 2.7
Total consumer real estate948,976
 7.7
 936,785
 7.8
1,014,471
 8.0
 936,785
 7.8
Total real estate5,937,760
 48.6
 5,772,233
 48.2
6,118,573
 48.1
 5,772,233
 48.2
Consumer and other483,053
 4.0
 473,098
 3.9
522,748
 4.2
 473,098
 3.9
Total loans$12,185,645
 100.0% $11,975,392
 100.0%$12,706,304
 100.0% $11,975,392
 100.0%
Concentrations of Credit. Most of our lending activity occurs within the State of Texas, including the four largest metropolitan areas of Austin, Dallas/Ft. Worth, Houston and San Antonio, as well as other markets. The majority of our loan portfolio consists of commercial and industrial and commercial real estate loans. As of March 31,September 30, 2017, there were no concentrations of loans related to any single industry in excess of 10% of total loans other than energy loans, which totaled 11.2%10.9% of total loans. Unfunded commitments to extend credit and standby letters of credit issued to customers in the energy industry totaled $1.2$1.1 billion and $38.4$40.9 million, respectively, as of March 31,September 30, 2017.

Foreign Loans. We have U.S. dollar denominated loans and commitments to borrowers in Mexico. The outstanding balance of these loans and the unfunded amounts available under these commitments were not significant at March 31,September 30, 2017 or December 31, 2016.
Non-Accrual and Past Due Loans. Non-accrual loans, segregated by class of loans, were as follows:
March 31,
2017
 December 31,
2016
September 30,
2017
 December 31,
2016
Commercial and industrial$26,531
 $31,475
$37,239
 $31,475
Energy78,747
 57,571
96,717
 57,571
Commercial real estate:      
Buildings, land and other7,608
 8,550
6,773
 8,550
Construction
 

 
Consumer real estate2,987
 2,130
2,167
 2,130
Consumer and other303
 425
208
 425
Total$116,176
 $100,151
$143,104
 $100,151
As of March 31,September 30, 2017, non-accrual loans reported in the table above included $11.2$54.1 million related to loans that were restructured as “troubled debt restructurings” during 2017. See the section captioned “Troubled Debt Restructurings” elsewhere in this note. Had non-accrual loans performed in accordance with their original contract terms, we would have recognized additional interest income, net of tax, of approximately $851$783 thousand and $2.4 million for the three and nine months ended March 31,September 30, 2017, compared to $844$647 thousand and $2.4 million for three and nine months ended March 31,September 30, 2016.
An age analysis of past due loans (including both accruing and non-accruing loans), segregated by class of loans, as of March 31,September 30, 2017 was as follows:
Loans
30-89 Days
Past Due
 
Loans
90 or More
Days
Past Due
 
Total
Past Due
Loans
 
Current
Loans
 
Total
Loans
 
Accruing
Loans 90 or
More Days
Past Due
Loans
30-89 Days
Past Due
 
Loans
90 or More
Days
Past Due
 
Total
Past Due
Loans
 
Current
Loans
 
Total
Loans
 
Accruing
Loans 90 or
More Days
Past Due
Commercial and industrial$20,566
 $23,787
 $44,353
 $4,357,923
 $4,402,276
 $3,014
$26,415
 $30,740
 $57,155
 $4,620,768
 $4,677,923
 $20,614
Energy2,941
 29,467
 32,408
 1,330,148
 1,362,556
 628
12,585
 46,097
 58,682
 1,328,378
 1,387,060
 634
Commercial real estate:                      
Buildings, land and other6,243
 5,214
 11,457
 3,913,433
 3,924,890
 1,834
9,065
 4,065
 13,130
 4,008,743
 4,021,873
 2,229
Construction2,115
 113
 2,228
 1,061,666
 1,063,894
 113

 2,331
 2,331
 1,079,898
 1,082,229
 2,331
Consumer real estate5,145
 2,230
 7,375
 941,601
 948,976
 695
7,671
 2,107
 9,778
 1,004,693
 1,014,471
 835
Consumer and other4,598
 668
 5,266
 477,787
 483,053
 530
9,754
 486
 10,240
 512,508
 522,748
 478
Total$41,608
 $61,479
 $103,087
 $12,082,558
 $12,185,645
 $6,814
$65,490
 $85,826
 $151,316
 $12,554,988
 $12,706,304
 $27,121
Impaired Loans. Impaired loans are set forth in the following table. No interest income was recognized on impaired loans subsequent to their classification as impaired.
Unpaid Contractual
Principal
Balance
 
Recorded Investment
With No
Allowance
 
Recorded Investment
With
Allowance
 
Total
Recorded
Investment
 
Related
Allowance
Unpaid Contractual
Principal
Balance
 
Recorded Investment
With No
Allowance
 
Recorded Investment
With
Allowance
 
Total
Recorded
Investment
 
Related
Allowance
March 31, 2017         
September 30, 2017         
Commercial and industrial$35,005
 $18,113
 $5,763
 $23,876
 $2,751
$48,751
 $31,065
 $3,937
 $35,002
 $1,665
Energy84,912
 53,313
 25,326
 78,639
 850
107,883
 34,834
 61,805
 96,639
 13,267
Commercial real estate:      
        
  
Buildings, land and other11,635
 6,453
 
 6,453
 
9,976
 5,627
 
 5,627
 
Construction
 
 
 
 

 
 
 
 
Consumer real estate1,881
 1,548
 
 1,548
 
1,214
 1,214
 
 1,214
 
Consumer and other75
 23
 
 23
 

 
 
 
 
Total$133,508
 $79,450
 $31,089
 $110,539
 $3,601
$167,824
 $72,740
 $65,742
 $138,482
 $14,932
December 31, 2016         
Commercial and industrial$40,288
 $19,862
 $9,047
 $28,909
 $5,436
Energy60,522
 27,759
 29,804
 57,563
 3,750
Commercial real estate:
 
 
 
 
Buildings, land and other11,369
 6,866
 
 6,866
 
Construction
 
 
 
 
Consumer real estate977
 655
 
 655
 
Consumer and other32
 30
 
 30
 
Total$113,188
 $55,172
 $38,851
 $94,023
 $9,186

 Unpaid Contractual
Principal
Balance
 Recorded Investment
With No
Allowance
 Recorded Investment
With
Allowance
 Total
Recorded
Investment
 Related
Allowance
December 31, 2016         
Commercial and industrial$40,288
 $19,862
 $9,047
 $28,909
 $5,436
Energy60,522
 27,759
 29,804
 57,563
 3,750
Commercial real estate:         
Buildings, land and other11,369
 6,866
 
 6,866
 
Construction
 
 
 
 
Consumer real estate977
 655
 
 655
 
Consumer and other32
 30
 
 30
 
Total$113,188
 $55,172
 $38,851
 $94,023
 $9,186
The average recorded investment in impaired loans was as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017
20162017 2016 2017
2016
Commercial and industrial$26,393
 $23,809
$26,910
 $26,921
 $26,651
 $25,365
Energy68,101
 67,615
76,008
 47,003
 72,055
 57,309
Commercial real estate:          
Buildings, land and other6,660
 31,985
5,553
 8,904
 6,106
 20,444
Construction
 770

 326
 
 548
Consumer real estate1,102
 471
1,209
 545
 1,155
 508
Consumer and other27
 

 48
 13
 24
Total$102,283
 $124,650
$109,680
 $83,747
 $105,980
 $104,198
Troubled Debt Restructurings. Troubled debt restructurings during the threenine months ended March 31,September 30, 2017 and March 31,September 30, 2016 are set forth in the following table.
Three Months Ended 
 March 31, 2017
 Three Months Ended 
 March 31, 2016
Nine Months Ended 
 September 30, 2017
 Nine Months Ended 
 September 30, 2016
Balance at
Restructure
 
Balance at
Period-End
 
Balance at
Restructure
 
Balance at
Period-End
Balance at
Restructure
 
Balance at
Period-End
 
Balance at
Restructure
 
Balance at
Period-End
Commercial and industrial$
 $
 $19
 $17
$4,026
 $3,875
 $510
 $505
Energy11,262
 11,212
 62,546
 61,095
56,097
 55,023
 73,977
 31,918
Commercial real estate:              
Buildings, land and other
 
 1,455
 1,455
Construction
 
 243
 235

 
 243
 221
$11,262
 $11,212
 $62,808
 $61,347
$60,123
 $58,898
 $76,185
 $34,099
Loan modifications are typically related to extending amortization periods, converting loans to interest only for a limited period of time, deferral of interest payments, waiver of certain covenants, consolidating notes and/or reducing collateral or interest rates. The modifications during the reported periods did not significantly impact our determination of the allowance for loan losses. As of March 31,September 30, 2017, there was one loan totaling $43.1 million that was restructured during the last year totaling $747 thousandthird quarter of 2017 that was in excess of 90 days past due.due, however, the underlying terms of the modification allow for the deferral of payments. During the first quarternine months ended September 30, 2017, we recognized charge-offs totaling $10.0 million related to loans restructured during the third and fourth quarters of 2017,2016. During the nine months ended September 30, 2016, we recognized a charge-off of $2.0$9.5 million related to a loan restructured during the thirdfirst quarter of 2016.

The loan was subsequently sold with proceeds from the sale totaling $30.5 million.
Credit Quality Indicators. As part of the on-going monitoring of the credit quality of our loan portfolio, management tracks certain credit quality indicators including trends related to (i) the weighted-average risk grade of commercial loans, (ii) the level of classified commercial loans, (iii) the delinquency status of consumer loans (see details above), (iv) net charge-offs, (v) non-performing loans (see details above) and (vi) the general economic conditions in the State of Texas.
We utilize a risk grading matrix to assign a risk grade to each of our commercial loans. Loans are graded on a scale of 1 to 14. A description of the general characteristics of the 14 risk grades is set forth in our 2016 Form 10-K. In monitoring credit quality

trends in the context of assessing the appropriate level of the allowance for loan losses, we monitor portfolio credit quality by the weighted-average risk grade of each class of commercial loan. Individual relationship managers review updated financial information for all pass grade loans to reassess the risk grade on at least an annual basis. When a loan has a risk grade of 9, it is still considered a pass grade loan; however, it is considered to be on management’s “watch list,” where a significant risk-modifying action is anticipated in the near term. When a loan has a risk grade of 10 or higher, a special assets officer monitors the loan on an on-going basis. The following tables present weighted-average risk grades for all commercial loans by class.
March 31, 2017 December 31, 2016September 30, 2017 December 31, 2016
Weighted
Average
Risk Grade
 Loans Weighted
Average
Risk Grade
 LoansWeighted
Average
Risk Grade
 Loans Weighted
Average
Risk Grade
 Loans
Commercial and industrial:              
Risk grades 1-86.00
 $3,981,338
 6.01
 $3,989,722
6.01
 $4,236,670
 6.01
 $3,989,722
Risk grade 99.00
 194,639
 9.00
 106,988
9.00
 201,635
 9.00
 106,988
Risk grade 1010.00
 87,107
 10.00
 115,420
10.00
 89,126
 10.00
 115,420
Risk grade 1111.00
 112,511
 11.00
 100,245
11.00
 113,253
 11.00
 100,245
Risk grade 1212.00
 23,681
 12.00
 25,939
12.00
 35,574
 12.00
 25,939
Risk grade 1313.00
 3,000
 13.00
 5,686
13.00
 1,665
 13.00
 5,686
Total6.38
 $4,402,276
 6.35
 $4,344,000
6.38
 $4,677,923
 6.35
 $4,344,000
Energy              
Risk grades 1-86.33
 $876,206
 6.34
 $854,688
6.19
 $1,082,349
 6.34
 $854,688
Risk grade 99.00
 55,136
 9.00
 78,524
9.00
 46,285
 9.00
 78,524
Risk grade 1010.00
 152,360
 10.00
 150,872
10.00
 67,694
 10.00
 150,872
Risk grade 1111.00
 199,479
 11.00
 244,406
11.00
 94,015
 11.00
 244,406
Risk grade 1212.00
 78,525
 12.00
 53,821
12.00
 83,450
 12.00
 53,821
Risk grade 1313.00
 850
 13.00
 3,750
13.00
 13,267
 13.00
 3,750
Total7.86
 $1,362,556
 7.95
 $1,386,061
7.21
 $1,387,060
 7.95
 $1,386,061
Commercial real estate:  
      
    
Buildings, land and other              
Risk grades 1-86.69
 $3,605,460
 6.67
 $3,463,064
6.69
 $3,720,068
 6.67
 $3,463,064
Risk grade 99.00
 107,441
 9.00
 109,110
9.00
 115,196
 9.00
 109,110
Risk grade 1010.00
 132,850
 10.00
 145,067
10.00
 110,647
 10.00
 145,067
Risk grade 1111.00
 71,531
 11.00
 66,396
11.00
 69,189
 11.00
 66,396
Risk grade 1212.00
 7,608
 12.00
 8,550
12.00
 6,773
 12.00
 8,550
Risk grade 1313.00
 
 13.00
 
13.00
 
 13.00
 
Total6.96
 $3,924,890
 6.95
 $3,792,187
6.93
 $4,021,873
 6.95
 $3,792,187
Construction              
Risk grades 1-87.06
 $1,037,166
 6.97
 $1,023,194
7.14
 $1,058,847
 6.97
 $1,023,194
Risk grade 99.00
 21,193
 9.00
 15,829
9.00
 18,106
 9.00
 15,829
Risk grade 1010.00
 446
 10.00
 2,889
10.00
 3,768
 10.00
 2,889
Risk grade 1111.00
 5,089
 11.00
 1,349
11.00
 1,508
 11.00
 1,349
Risk grade 1212.00
 
 12.00
 
12.00
 
 12.00
 
Risk grade 1313.00
 
 13.00
 
13.00
 
 13.00
 
Total7.12
 $1,063,894
 7.01
 $1,043,261
7.19
 $1,082,229
 7.01
 $1,043,261

Net (charge-offs)/recoveries, segregated by class of loans, were as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Commercial and industrial$(2,729) $(1,132)$(4,565) $(3,079) $(12,155) $(8,177)
Energy(4,225) (1,011)451
 (865) (10,010) (18,623)
Commercial real estate:          
Buildings, land and other42
 61
266
 259
 768
 801
Construction3
 7
2
 9
 8
 18
Consumer real estate96
 99
(629) (195) (422) (22)
Consumer and other(1,128) (503)(1,760) (1,115) (4,289) (2,817)
Total$(7,941) $(2,479)$(6,235) $(4,986) $(26,100) $(28,820)
In assessing the general economic conditions in the State of Texas, management monitors and tracks the Texas Leading Index (“TLI”), which is produced by the Federal Reserve Bank of Dallas. The TLI, the components of which are more fully described in our 2016 Form 10-K, totaled 123.4124.6 at February 28,August 31, 2017 (most recent date available) and 123.1 at December 31, 2016. A higher TLI value implies more favorable economic conditions.
Allowance for Loan Losses. The allowance for loan losses is a reserve established through a provision for loan losses charged to expense, which represents management’s best estimate of inherent losses that have been incurred within the existing portfolio of loans. The allowance, in the judgment of management, is necessary to reserve for estimated loan losses and risks inherent in the loan portfolio. Our allowance for loan loss methodology, which is more fully described in our 2016 Form 10-K, follows the accounting guidance set forth in U.S. generally accepted accounting principles and the Interagency Policy Statement on the Allowance for Loan and Lease Losses, which was jointly issued by U.S. bank regulatory agencies. The level of the allowance reflects management’s continuing evaluation of industry concentrations, specific credit risks, loan loss and recovery experience, current loan portfolio quality, present economic, political and regulatory conditions and unidentified losses inherent in the current loan portfolio. Portions of the allowance may be allocated for specific credits; however, the entire allowance is available for any credit that, in management’s judgment, should be charged off.
The following table presents details of the allowance for loan losses allocated to each portfolio segment as of March 31,September 30, 2017 and December 31, 2016 and detailed on the basis of the impairment evaluation methodology we used:
Commercial
and
Industrial
 Energy 
Commercial
Real Estate
 
Consumer
Real Estate
 
Consumer
and Other
 Total
Commercial
and
Industrial
 Energy 
Commercial
Real Estate
 
Consumer
Real Estate
 
Consumer
and Other
 Total
March 31, 2017           
September 30, 2017           
Historical valuation allowances$26,216
 $38,666
 $17,932
 $2,329
 $5,297
 $90,440
$27,190
 $21,900
 $18,304
 $2,443
 $5,491
 $75,328
Specific valuation allowances2,751
 850
 
 
 
 3,601
1,665
 13,267
 
 
 
 14,932
General valuation allowances8,072
 5,255
 6,333
 1,939
 19
 21,618
7,397
 4,677
 4,841
 2,040
 163
 19,118
Macroeconomic valuation allowances8,544
 17,022
 9,744
 555
 1,532
 37,397
12,185
 12,069
 14,930
 2,392
 3,349
 44,925
Total$45,583
 $61,793
 $34,009
 $4,823
 $6,848
 $153,056
$48,437
 $51,913
 $38,075
 $6,875
 $9,003
 $154,303
Allocated to loans:                      
Individually evaluated$2,751
 $850
 $
 $
 $
 $3,601
$1,665
 $13,267
 $
 $
 $
 $14,932
Collectively evaluated42,832
 60,943
 34,009
 4,823
 6,848
 149,455
46,772
 38,646
 38,075
 6,875
 9,003
 139,371
Total$45,583
 $61,793
 $34,009
 $4,823
 $6,848
 $153,056
$48,437
 $51,913
 $38,075
 $6,875
 $9,003
 $154,303
December 31, 2016                      
Historical valuation allowances$33,251
 $34,626
 $16,976
 $2,225
 $4,585
 $91,663
$33,251
 $34,626
 $16,976
 $2,225
 $4,585
 $91,663
Specific valuation allowances5,436
 3,750
 
 
 
 9,186
5,436
 3,750
 
 
 
 9,186
General valuation allowances6,708
 3,769
 5,004
 1,506
 (144) 16,843
6,708
 3,769
 5,004
 1,506
 (144) 16,843
Macroeconomic valuation allowances7,520
 18,508
 8,233
 507
 585
 35,353
7,520
 18,508
 8,233
 507
 585
 35,353
Total$52,915
 $60,653
 $30,213
 $4,238
 $5,026
 $153,045
$52,915
 $60,653
 $30,213
 $4,238
 $5,026
 $153,045
Allocated to loans:                      
Individually evaluated$5,436
 $3,750
 $
 $
 $
 $9,186
$5,436
 $3,750
 $
 $
 $
 $9,186
Collectively evaluated47,479
 56,903
 30,213
 4,238
 5,026
 143,859
47,479
 56,903
 30,213
 4,238
 5,026
 143,859
Total$52,915
 $60,653
 $30,213
 $4,238
 $5,026
 $153,045
$52,915
 $60,653
 $30,213
 $4,238
 $5,026
 $153,045

Our recorded investment in loans as of March 31,September 30, 2017 and December 31, 2016 related to each balance in the allowance for loan losses by portfolio segment and detailed on the basis of the impairment methodology we used was as follows:
Commercial
and
Industrial
 Energy Commercial
Real Estate
 Consumer
Real Estate
 Consumer
and Other
 Total
Commercial
and
Industrial
 Energy Commercial
Real Estate
 Consumer
Real Estate
 Consumer
and Other
 Total
March 31, 2017           
September 30, 2017           
Individually evaluated$23,876
 $78,639
 $6,453
 $1,548
 $23
 $110,539
$35,002
 $96,639
 $5,627
 $1,214
 $
 $138,482
Collectively evaluated4,378,400
 1,283,917
 4,982,331
 947,428
 483,030
 12,075,106
4,642,921
 1,290,421
 5,098,475
 1,013,257
 522,748
 12,567,822
Total$4,402,276
 $1,362,556
 $4,988,784
 $948,976
 $483,053
 $12,185,645
$4,677,923
 $1,387,060
 $5,104,102
 $1,014,471
 $522,748
 $12,706,304
December 31, 2016                      
Individually evaluated$28,909
 $57,563
 $6,866
 $655
 $30
 $94,023
$28,909
 $57,563
 $6,866
 $655
 $30
 $94,023
Collectively evaluated4,315,091
 1,328,498
 4,828,582
 936,130
 473,068
 11,881,369
4,315,091
 1,328,498
 4,828,582
 936,130
 473,068
 11,881,369
Total$4,344,000
 $1,386,061
 $4,835,448
 $936,785
 $473,098
 $11,975,392
$4,344,000
 $1,386,061
 $4,835,448
 $936,785
 $473,098
 $11,975,392
The following table details activity in the allowance for loan losses by portfolio segment for the three and nine months ended March 31,September 30, 2017 and 2016. Allocation of a portion of the allowance to one category of loans does not preclude its availability to absorb losses in other categories.
Commercial
and
Industrial
 Energy 
Commercial
Real Estate
 
Consumer
Real Estate
 
Consumer
and Other
 Total
Commercial
and
Industrial
 Energy 
Commercial
Real Estate
 
Consumer
Real Estate
 
Consumer
and Other
 Total
Three months ended:                      
March 31, 2017           
September 30, 2017           
Beginning balance$52,915
 $60,653
 $30,213
 $4,238
 $5,026
 $153,045
$48,906
 $54,277
 $33,002
 $5,535
 $7,838
 $149,558
Provision for loan losses(4,603) 5,365
 3,751
 489
 2,950
 7,952
4,096
 (2,815) 4,805
 1,969
 2,925
 10,980
Charge-offs(3,527) (4,278) 
 (11) (3,548) (11,364)(5,468) 
 
 (766) (4,120) (10,354)
Recoveries798
 53
 45
 107
 2,420
 3,423
903
 451
 268
 137
 2,360
 4,119
Net charge-offs(2,729) (4,225) 45
 96
 (1,128) (7,941)(4,565) 451
 268
 (629) (1,760) (6,235)
Ending balance$45,583
 $61,793
 $34,009
 $4,823
 $6,848
 $153,056
$48,437
 $51,913
 $38,075
 $6,875
 $9,003
 $154,303
March 31, 2016           
September 30, 2016           
Beginning balance$42,993
 $54,696
 $24,313
 $4,659
 $9,198
 $135,859
$47,578
 $66,339
 $27,063
 $3,935
 $4,799
 $149,714
Provision for loan losses3,223
 31,288
 (794) (972) (4,245) 28,500
4,632
 (3,231) 1,886
 427
 1,331
 5,045
Charge-offs(1,861) (1,011) (28) (154) (2,724) (5,778)(4,036) (884) (9) (287) (3,300) (8,516)
Recoveries729
 
 96
 253
 2,221
 3,299
957
 19
 277
 92
 2,185
 3,530
Net charge-offs(1,132) (1,011) 68
 99
 (503) (2,479)(3,079) (865) 268
 (195) (1,115) (4,986)
Ending balance$45,084
 $84,973
 $23,587
 $3,786
 $4,450
 $161,880
$49,131
 $62,243
 $29,217
 $4,167
 $5,015
 $149,773
           
Nine months ended:           
September 30, 2017           
Beginning balance$52,915
 $60,653
 $30,213
 $4,238
 $5,026
 $153,045
Provision for loan losses7,677
 1,270
 7,086
 3,059
 8,266
 27,358
Charge-offs(14,574) (10,595) (14) (779) (11,291) (37,253)
Recoveries2,419
 585
 790
 357
 7,002
 11,153
Net charge-offs(12,155) (10,010) 776
 (422) (4,289) (26,100)
Ending balance$48,437
 $51,913
 $38,075
 $6,875
 $9,003
 $154,303
September 30, 2016           
Beginning balance$42,993
 $54,696
 $24,313
 $4,659
 $9,198
 $135,859
Provision for loan losses14,315
 26,170
 4,085
 (470) (1,366) 42,734
Charge-offs(10,754) (18,644) (56) (464) (9,276) (39,194)
Recoveries2,577
 21
 875
 442
 6,459
 10,374
Net charge-offs(8,177) (18,623) 819
 (22) (2,817) (28,820)
Ending balance$49,131
 $62,243
 $29,217
 $4,167
 $5,015
 $149,773

Note 4 - Goodwill and Other Intangible Assets
Goodwill and other intangible assets are presented in the table below.
March 31,
2017
 December 31,
2016
September 30,
2017
 December 31,
2016
Goodwill$654,952
 $654,952
$654,952
 $654,952
Other intangible assets:      
Core deposits$4,960
 $5,298
$4,340
 $5,298
Customer relationships1,296
 1,410
1,086
 1,410
Non-compete agreements62
 68
49
 68
$6,318
 $6,776
$5,475
 $6,776
The estimated aggregate future amortization expense for intangible assets remaining as of March 31,September 30, 2017 is as follows:
Remainder of 2017$1,245
$402
20181,424
1,424
20191,167
1,167
2020918
918
2021697
697
Thereafter867
867
$6,318
$5,475
Note 5 - Deposits
Deposits were as follows:
March 31,
2017
 
Percentage
of Total
 December 31,
2016
 
Percentage
of Total
September 30,
2017
 
Percentage
of Total
 December 31,
2016
 
Percentage
of Total
Non-interest-bearing demand deposits:          
Commercial and individual$10,220,181
 39.1% $9,670,989
 37.5%$10,466,844
 39.6% $9,670,989
 37.5%
Correspondent banks264,543
 1.0
 280,751
 1.1
226,313
 0.9
 280,751
 1.1
Public funds424,691
 1.6
 561,629
 2.2
481,094
 1.8
 561,629
 2.2
Total non-interest-bearing demand deposits10,909,415
 41.7
 10,513,369
 40.8
11,174,251
 42.3
 10,513,369
 40.8
Interest-bearing deposits:              
Private accounts:              
Savings and interest checking6,545,178
 25.0
 6,436,065
 24.9
6,449,079
 24.4
 6,436,065
 24.9
Money market accounts7,489,565
 28.7
 7,486,431
 29.0
7,607,675
 28.8
 7,486,431
 29.0
Time accounts of $100,000 or more446,809
 1.7
 460,028
 1.8
454,096
 1.7
 460,028
 1.8
Time accounts under $100,000332,543
 1.3
 338,714
 1.3
323,748
 1.3
 338,714
 1.3
Total private accounts14,814,095
 56.7
 14,721,238
 57.0
14,834,598
 56.2
 14,721,238
 57.0
Public funds:              
Savings and interest checking302,202
 1.1
 446,872
 1.7
312,430
 1.2
 446,872
 1.7
Money market accounts99,658
 0.4
 113,669
 0.4
68,018
 0.3
 113,669
 0.4
Time accounts of $100,000 or more15,762
 0.1
 15,748
 0.1
13,462
 
 15,748
 0.1
Time accounts under $100,0001,032
 
 679
 
510
 
 679
 
Total public funds418,654
 1.6
 576,968
 2.2
394,420
 1.5
 576,968
 2.2
Total interest-bearing deposits15,232,749
 58.3
 15,298,206
 59.2
15,229,018
 57.7
 15,298,206
 59.2
Total deposits$26,142,164
 100.0% $25,811,575
 100.0%$26,403,269
 100.0% $25,811,575
 100.0%
The following table presents additional information about our deposits:
March 31,
2017
 December 31,
2016
September 30,
2017
 December 31,
2016
Deposits from foreign sources (primarily Mexico)$772,400
 $776,003
$756,326
 $776,003
Deposits not covered by deposit insurance13,359,707
 12,889,047
13,255,165
 12,889,047

Note 6 - Borrowed Funds
Subordinated Notes Payable. In March 2017, we issued $100 million of 4.50% subordinated notes that mature on March 17, 2027. The notes, which qualify as Tier 2 capital for Cullen/Frost, bear interest at the rate of 4.50% per annum, payable semi-annually on each March 17 and September 17. The notes are unsecured and subordinated in right of payment to the payment of our existing and future senior indebtedness and structurally subordinated to all existing and future indebtedness of our subsidiaries. Unamortized debt issuance costs related to these notes, totaled approximately $1.6$1.5 million at March 31,September 30, 2017. Proceeds from sale of the notes will bewere used for general corporate purposes.
Our $100 million of 5.75% fixed-to-floating rate subordinated notes matured and were redeemed on February 15, 2017. See Note 8 - Borrowed Funds in our 2016 Form 10-K for additional information about these notes.


Note 7 - Commitments and Contingencies
Financial Instruments with Off-Balance-Sheet Risk. In the normal course of business, we enter into various transactions, which, in accordance with generally accepted accounting principles are not included in our consolidated balance sheets. We enter into these transactions to meet the financing needs of our customers. As more fully discussed in our 2016 Form 10-K, these transactions include commitments to extend credit and standby letters of credit, which involve, to varying degrees, elements of credit risk and interest rate risk in excess of the amounts recognized in the consolidated balance sheets. We minimize our exposure to loss under these commitments by subjecting them to credit approval and monitoring procedures.
Financial instruments with off-balance-sheet risk were as follows:
March 31,
2017
 December 31,
2016
September 30,
2017
 December 31,
2016
Commitments to extend credit$7,834,523
 $7,476,420
$7,939,438
 $7,476,420
Standby letters of credit240,791
 239,482
236,996
 239,482
Deferred standby letter of credit fees1,931
 2,054
1,860
 2,054
Lease Commitments. We lease certain office facilities and office equipment under operating leases. Rent expense for all operating leases totaled $7.7 million and $7.2$23.0 million during the three and nine months ended March 31,September 30, 2017 and $7.5 million and $22.0 million during the three and nine months ended September 30, 2016. There has been no significant change in our expected future minimum lease payments since December 31, 2016. See the 2016 Form 10-K for information regarding these commitments.
Litigation. We are subject to various claims and legal actions that have arisen in the course of conducting business. Management does not expect the ultimate disposition of these matters to have a material adverse impact on our financial statements.
Note 8 - Capital and Regulatory Matters
Banks and bank holding companies are subject to various regulatory capital requirements administered by state and federal banking agencies. Capital adequacy guidelines and, additionally for banks, prompt corrective action regulations, involve quantitative measures of assets, liabilities, and certain off-balance-sheet items calculated under regulatory accounting practices. Capital amounts and classifications are also subject to qualitative judgments by regulators about components, risk weighting and other factors.
Cullen/Frost’s and Frost Bank’s Common Equity Tier 1 capital includes common stock and related paid-in capital, net of treasury stock, and retained earnings. In connection with the adoption of the Basel III Capital Rules, we elected to opt-out of the requirement to include most components of accumulated other comprehensive income in Common Equity Tier 1. Common Equity Tier 1 for both Cullen/Frost and Frost Bank is reduced by, goodwill and other intangible assets, net of associated deferred tax liabilities, and subject to transition provisions. Frost Bank's Common Equity Tier 1 is also reduced by its equity investment in its financial subsidiary, Frost Insurance Agency (“FIA”).
Tier 1 capital includes Common Equity Tier 1 capital and additional Tier 1 capital. For Cullen/Frost, additional Tier 1 capital at March 31,September 30, 2017 and December 31, 2016 includes $144.5 million of 5.375% non-cumulative perpetual preferred stock. Frost Bank did not have any additional Tier 1 capital beyond Common Equity Tier 1 at March 31,September 30, 2017 or December 31, 2016.
Total capital includes Tier 1 capital and Tier 2 capital. Tier 2 capital for both Cullen/Frost and Frost Bank includes a permissible portion of the allowance for loan losses. Tier 2 capital for Cullen/Frost also includes $100.0 million of qualified subordinated debt at March 31,September 30, 2017 and $133.0 million of trust preferred securities at both March 31,September 30, 2017 and December 31, 2016.

The following table presents actual and required capital ratios for Cullen/Frost and Frost Bank under the Basel III Capital Rules. The minimum required capital amounts presented include the minimum required capital levels as of March 31,September 30, 2017 and December 31, 2016 based on the phase-in provisions of the Basel III Capital Rules and the minimum required capital levels as of January 1, 2019 when the Basel III Capital Rules have been fully phased-in. Capital levels required to be considered well capitalized are based upon prompt corrective action regulations, as amended to reflect the changes under the Basel III Capital Rules. See the 2016 Form 10-K for a more detailed discussion of the Basel III Capital Rules.
Actual Minimum Capital Required - Basel III Phase-In Schedule Minimum Capital Required - Basel III Fully Phased-In 
Required to be
Considered Well
Capitalized
Actual Minimum Capital Required - Basel III Phase-In Schedule Minimum Capital Required - Basel III Fully Phased-In 
Required to be
Considered Well
Capitalized
Capital
Amount
 Ratio 
Capital
Amount
 Ratio 
Capital
Amount
 Ratio 
Capital
Amount
 Ratio
Capital
Amount
 Ratio 
Capital
Amount
 Ratio 
Capital
Amount
 Ratio 
Capital
Amount
 Ratio
March 31, 2017               
September 30, 2017               
Common Equity Tier 1 to Risk-Weighted Assets                              
Cullen/Frost$2,315,059
 12.71% $1,047,521
 5.75% $1,275,155
 7.00% $1,184,154
 6.50%$2,345,433
 12.38% $1,089,289
 5.75% $1,326,014
 7.00% $1,231,370
 6.50%
Frost Bank2,347,446
 12.92
 1,044,474
 5.75
 1,271,445
 7.00
 1,180,710
 6.50
2,461,004
 13.02
 1,086,527
 5.75
 1,322,652
 7.00
 1,228,248
 6.50
Tier 1 Capital to Risk-Weighted Assets                              
Cullen/Frost2,459,545
 13.50
 1,320,788
 7.25
 1,548,402
 8.50
 1,457,421
 8.00
2,489,919
 13.14
 1,373,451
 7.25
 1,610,160
 8.50
 1,515,532
 8.00
Frost Bank2,347,446
 12.92
 1,316,945
 7.25
 1,543,897
 8.50
 1,453,181
 8.00
2,461,004
 13.02
 1,369,969
 7.25
 1,606,077
 8.50
 1,511,690
 8.00
Total Capital to Risk-Weighted Assets                              
Cullen/Frost2,845,601
 15.62
 1,685,143
 9.25
 1,912,732
 10.50
 1,821,776
 10.00
2,877,222
 15.19
 1,752,334
 9.25
 1,989,021
 10.50
 1,894,415
 10.00
Frost Bank2,500,502
 13.77
 1,680,241
 9.25
 1,907,167
 10.50
 1,816,476
 10.00
2,615,307
 13.84
 1,747,891
 9.25
 1,983,978
 10.50
 1,889,612
 10.00
Leverage Ratio                              
Cullen/Frost2,459,545
 8.34
 1,179,874
 4.00
 1,179,823
 4.00
 1,474,843
 5.00
2,489,919
 8.39
 1,187,616
 4.00
 1,187,573
 4.00
 1,484,521
 5.00
Frost Bank2,347,446
 7.97
 1,178,399
 4.00
 1,178,348
 4.00
 1,472,998
 5.00
2,461,004
 8.29
 1,186,763
 4.00
 1,186,719
 4.00
 1,483,453
 5.00
December 31, 2016                              
Common Equity Tier 1 to Risk-Weighted Assets                              
Cullen/Frost$2,239,186
 12.52% $916,360
 5.125% $1,251,425
 7.00% $1,162,213
 6.50%$2,239,186
 12.52% $916,360
 5.125% $1,251,425
 7.00% $1,162,213
 6.50%
Frost Bank2,296,480
 12.88
 913,460
 5.125
 1,247,463
 7.00
 1,158,535
 6.50
2,296,480
 12.88
 913,460
 5.125
 1,247,463
 7.00
 1,158,535
 6.50
Tier 1 Capital to Risk-Weighted Assets                              
Cullen/Frost2,383,672
 13.33
 1,184,563
 6.625
 1,519,587
 8.50
 1,430,416
 8.00
2,383,672
 13.33
 1,184,563
 6.625
 1,519,587
 8.50
 1,430,416
 8.00
Frost Bank2,296,480
 12.88
 1,180,814
 6.625
 1,514,776
 8.50
 1,425,889
 8.00
2,296,480
 12.88
 1,180,814
 6.625
 1,514,776
 8.50
 1,425,889
 8.00
Total Capital to Risk-Weighted Assets                              
Cullen/Frost2,669,717
 14.93
 1,542,168
 8.625
 1,877,137
 10.50
 1,788,020
 10.00
2,669,717
 14.93
 1,542,168
 8.625
 1,877,137
 10.50
 1,788,020
 10.00
Frost Bank2,449,525
 13.74
 1,537,286
 8.625
 1,871,194
 10.50
 1,782,361
 10.00
2,449,525
 13.74
 1,537,286
 8.625
 1,871,194
 10.50
 1,782,361
 10.00
Leverage Ratio                              
Cullen/Frost2,383,672
 8.14
 1,171,682
 4.00
 1,171,573
 4.00
 1,464,602
 5.00
2,383,672
 8.14
 1,171,682
 4.00
 1,171,573
 4.00
 1,464,602
 5.00
Frost Bank2,296,480
 7.85
 1,170,249
 4.00
 1,170,141
 4.00
 1,462,812
 5.00
2,296,480
 7.85
 1,170,249
 4.00
 1,170,141
 4.00
 1,462,812
 5.00
As of March 31,September 30, 2017, capital levels at Cullen/Frost and Frost Bank exceed all capital adequacy requirements under the Basel III Capital Rules on a fully phased-in basis. Based on the ratios presented above, capital levels as of March 31,September 30, 2017 at Cullen/Frost and Frost Bank exceed the minimum levels necessary to be considered “well capitalized.”
Cullen/Frost and Frost Bank are subject to the regulatory capital requirements administered by the Federal Reserve Board and, for Frost Bank, the Federal Deposit Insurance Corporation (“FDIC”). Regulatory authorities can initiate certain mandatory actions if Cullen/Frost or Frost Bank fail to meet the minimum capital requirements, which could have a direct material effect on our financial statements. Management believes, as of March 31,September 30, 2017, that Cullen/Frost and Frost Bank meet all capital adequacy requirements to which they are subject.
Stock Repurchase Plans. From time to time, our board of directors has authorized stock repurchase plans. In general, stock repurchase plans allow us to proactively manage our capital position and return excess capital to shareholders. Shares purchased under such plans also provide us with shares of common stock necessary to satisfy obligations related to stock compensation awards. On October 27, 2016, our board of directors authorized a $100.0 million stock repurchase program, allowing us to

repurchase shares of our common stock over a two-year period from time to time at various prices in the open market or through private transactions. As of March 31,During the three months ended September 30, 2017, nowe repurchased 1,134,966 shares have been repurchased under the plan.plan at at a total cost of $100.0 million.
Dividend Restrictions. In the ordinary course of business, Cullen/Frost is dependent upon dividends from Frost Bank to provide funds for the payment of dividends to shareholders and to provide for other cash requirements. Banking regulations may limit the amount of dividends that may be paid. Approval by regulatory authorities is required if the effect of dividends declared would cause the regulatory capital of Frost Bank to fall below specified minimum levels. Approval is also required if dividends declared exceed the net profits for that year combined with the retained net profits for the preceding two years. Under the foregoing dividend restrictions and while maintaining its “well capitalized” status, at March 31,September 30, 2017, Frost Bank could pay aggregate dividends of up to $367.3$480.2 million to Cullen/Frost without prior regulatory approval.
Under the terms of the junior subordinated deferrable interest debentures that Cullen/Frost has issued to Cullen/Frost Capital Trust II and WNB Capital Trust I, Cullen/Frost has the right at any time during the term of the debentures to defer the payment of interest at any time or from time to time for an extension period not exceeding 20 consecutive quarterly periods with respect to each extension period. In the event that we have elected to defer interest on the debentures, we may not, with certain exceptions, declare or pay any dividends or distributions on our capital stock or purchase or acquire any of our capital stock.
Under the terms of our Series A Preferred Stock, in the event that we do not declare and pay dividends on our Series A Preferred Stock for the most recent dividend period, we may not, with certain exceptions, declare or pay dividends on, or purchase, redeem or otherwise acquire, shares of our common stock or any of our securities that rank junior to our Series A Preferred Stock.
Note 9 - Derivative Financial Instruments
The fair value of derivative positions outstanding is included in accrued interest receivable and other assets and accrued interest payable and other liabilities in the accompanying consolidated balance sheets and in the net change in each of these financial statement line items in the accompanying consolidated statements of cash flows.
Interest Rate Derivatives. We utilize interest rate swaps, caps and floors to mitigate exposure to interest rate risk and to facilitate the needs of our customers. Our objectives for utilizing these derivative instruments are described in our 2016 Form 10-K.
The notional amounts and estimated fair values of interest rate derivative contracts are presented in the following table. The fair values of interest rate derivative contracts are estimated utilizing internal valuation models with observable market data inputs.inputs, or as determined by the Chicago Mercantile Exchange (“CME”) for centrally cleared derivative contracts. Beginning in 2017, CME rules legally characterize variation margin payments for centrally cleared derivatives as settlements of the derivatives' exposure rather than collateral. As a result, the variation margin payment and the related derivative instruments are considered a single unit of account for accounting and financial reporting purposes. Variation margin, as determined by the CME, is settled daily. As a result, derivative contracts that clear through the CME have an estimated fair value of zero as of September 30, 2017.
March 31, 2017 December 31, 2016September 30, 2017 December 31, 2016
Notional
Amount
 
Estimated
Fair Value
 
Notional
Amount
 
Estimated
Fair Value
Notional
Amount
 
Estimated
Fair Value
 
Notional
Amount
 
Estimated
Fair Value
Derivatives designated as hedges of fair value:              
Financial institution counterparties:              
Loan/lease interest rate swaps – assets$40,942
 $368
 $41,818
 $368
$39,372
 $296
 $41,818
 $368
Loan/lease interest rate swaps – liabilities17,052
 (1,064) 18,812
 (1,278)14,077
 (764) 18,812
 (1,278)
Non-hedging interest rate derivatives:              
Financial institution counterparties:              
Loan/lease interest rate swaps – assets278,134
 3,116
 206,745
 2,649
206,930
 747
 206,745
 2,649
Loan/lease interest rate swaps – liabilities635,512
 (22,790) 694,965
 (25,466)735,583
 (14,623) 694,965
 (25,466)
Loan/lease interest rate caps – assets105,845
 916
 85,966
 575
114,744
 547
 85,966
 575
Customer counterparties:              
Loan/lease interest rate swaps – assets640,512
 22,816
 694,965
 25,467
735,583
 22,384
 694,965
 25,467
Loan/lease interest rate swaps – liabilities273,134
 (3,114) 206,745
 (2,649)206,930
 (2,442) 206,745
 (2,649)
Loan/lease interest rate caps – liabilities105,845
 (916) 85,966
 (575)114,744
 (547) 85,966
 (575)

The weighted-average rates paid and received for interest rate swaps outstanding at March 31,September 30, 2017 were as follows:
Weighted-AverageWeighted-Average
Interest
Rate
Paid
 
Interest
Rate
Received
Interest
Rate
Paid
 
Interest
Rate
Received
Interest rate swaps:      
Fair value hedge loan/lease interest rate swaps2.41% 0.92%2.32% 1.23%
Non-hedging interest rate swaps – financial institution counterparties3.99% 2.57%3.96% 2.84%
Non-hedging interest rate swaps – customer counterparties2.57% 3.99%2.84% 3.96%
The weighted-average strike rate for outstanding interest rate caps was 3.14%3.07% at March 31, 2017.September 30, 2017.
Commodity Derivatives. We enter into commodity swaps and option contracts that are not designated as hedging instruments primarily to accommodate the business needs of our customers. Upon the origination of a commodity swap or option contract with a customer, we simultaneously enter into an offsetting contract with a third party financial institution to mitigate the exposure to fluctuations in commodity prices.
The notional amounts and estimated fair values of non-hedging commodity swap and option derivative positions outstanding are presented in the following table. We obtain dealer quotations and use internal valuation models with observable market data inputs to value our commodity derivative positions.
 March 31, 2017 December 31, 2016 September 30, 2017 December 31, 2016
Notional
Units
 
Notional
Amount
 
Estimated
Fair Value
 
Notional
Amount
 
Estimated
Fair Value
Notional
Units
 
Notional
Amount
 
Estimated
Fair Value
 
Notional
Amount
 
Estimated
Fair Value
Financial institution counterparties:                
Oil – assetsBarrels 619
 $889
 227
 $206
Barrels 977
 $1,530
 227
 $206
Oil – liabilitiesBarrels 402
 (1,180) 944
 (4,400)Barrels 1,082
 (1,311) 944
 (4,400)
Natural gas – assetsMMBTUs 976
 73
 
 
MMBTUs 3,351
 319
 
 
Natural gas – liabilitiesMMBTUs 1,555
 (499) 1,299
 (1,357)MMBTUs 1,546
 (81) 1,299
 (1,357)
Customer counterparties:                
Oil – assetsBarrels 427
 1,234
 944
 4,580
Barrels 1,096
 1,459
 944
 4,580
Oil – liabilitiesBarrels 594
 (788) 227
 (206)Barrels 963
 (1,327) 227
 (206)
Natural gas – assetsMMBTUs 1,555
 537
 1,299
 1,393
MMBTUs 1,546
 96
 1,299
 1,393
Natural gas – liabilitiesMMBTUs 976
 (70) 
 
MMBTUs 3,351
 (285) 
 
Foreign Currency Derivatives. We enter into foreign currency forward contracts that are not designated as hedging instruments primarily to accommodate the business needs of our customers. Upon the origination of a foreign currency denominated transaction with a customer, we simultaneously enter into an offsetting contract with a third party financial institution to negate the exposure to fluctuations in foreign currency exchange rates. We also utilize foreign currency forward contracts that are not designated as hedging instruments to mitigate the economic effect of fluctuations in foreign currency exchange rates on foreign currency holdings and certain short-term, non-U.S. dollar denominated loans. The notional amounts and fair values of open foreign currency forward contracts were as follows:
  March 31, 2017 December 31, 2016  September 30, 2017 December 31, 2016
Notional
Currency
 
Notional
Amount
 
Estimated
Fair Value
 
Notional
Amount
 
Estimated
Fair Value
Notional
Currency
 
Notional
Amount
 
Estimated
Fair Value
 
Notional
Amount
 
Estimated
Fair Value
Financial institution counterparties:                
Forward contracts – assetsEUR 890
 $9
 
 $
EUR 135
 $1
 
 $
Forward contracts – assetsCAD 2,257
 2
 
 
CAD 7,234
 15
 
 
Forward contracts – assetsGBP 547
 1
 
 
Forward contracts – assetsAUD 60
 1
 
 
Forward contracts – liabilitiesEUR 
 
 870
 (9)EUR 4,693
 (80) 870
 (9)
Forward contracts – liabilitiesCAD 
 
 2,214
 (21)CAD 
 
 2,214
 (21)
Forward contracts – liabilitiesGBP 425
 (5) 419
 (3)GBP 1,075
 (24) 419
 (3)
Customer counterparties:                
Forward contracts – assetsCAD 2,249
 6
 2,205
 29
EUR 3,867
 104
 
 
Forward contracts – assetsCAD 7,205
 15
 2,205
 29
Forward contracts – assetsGBP 192
 2
 
 

Gains, Losses and Derivative Cash Flows. For fair value hedges, the changes in the fair value of both the derivative hedging instrument and the hedged item are included in other non-interest income or other non-interest expense. The extent that such changes in fair value do not offset represents hedge ineffectiveness. Net cash flows from interest rate swaps on commercial loans/leases designated as hedging instruments in effective hedges of fair value are included in interest income on loans. For non-hedging derivative instruments, gains and losses due to changes in fair value and all cash flows are included in other non-interest income and other non-interest expense.
Amounts included in the consolidated statements of income related to interest rate derivatives designated as hedges of fair value were as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Commercial loan/lease interest rate swaps:          
Amount of gain (loss) included in interest income on loans$(245) $(388)$(149) $(331) $(592) $(1,057)
Amount of (gain) loss included in other non-interest expense(1) 
(2) 4
 (5) (3)
As stated above, we enter into non-hedge related derivative positions primarily to accommodate the business needs of our customers. Upon the origination of a derivative contract with a customer, we simultaneously enter into an offsetting derivative contract with a third party financial institution. We recognize immediate income based upon the difference in the bid/ask spread of the underlying transactions with our customers and the third party. Because we act only as an intermediary for our customer, subsequent changes in the fair value of the underlying derivative contracts for the most part offset each other and do not significantly impact our results of operations.
Amounts included in the consolidated statements of income related to non-hedging interest rate, commodity and foreign currency derivative instruments are presented in the table below.
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Non-hedging interest rate derivatives:          
Other non-interest income$370
 $435
$1,085
 $374
 $2,062
 $1,788
Other non-interest expense(1) 

 
 1
 
Non-hedging commodity derivatives:          
Other non-interest income52
 132
231
 110
 387
 255
Non-hedging foreign currency derivatives:          
Other non-interest income9
 6
83
 8
 101
 22
Counterparty Credit Risk. Our credit exposure relating to interest rate swaps, commodity swaps/options and foreign currency forward contracts with bank customers was approximately $24.1$23.6 million at March 31, 2017.September 30, 2017. This credit exposure is partly mitigated as transactions with customers are generally secured by the collateral, if any, securing the underlying transaction being hedged. Our credit exposure, net of collateral pledged, relating to interest rate swaps, commodity swaps/options and foreign currency forward contracts with upstream financial institution counterparties was approximately $6.8$10.3 million at March 31, 2017.September 30, 2017. This amount was primarily related to excess collateral we posted to counterparties. Collateral levels for upstream financial institution counterparties are monitored and adjusted as necessary. See Note 10 – Balance Sheet Offsetting and Repurchase Agreements for additional information regarding our credit exposure with upstream financial institution counterparties.
The aggregate fair value of securities we posted as collateral related to derivative contracts totaled $16.0$13.2 million at March 31, 2017.September 30, 2017. At such date, we also had $11.3$10.6 million in cash collateral on deposit with other financial institution counterparties.

Note 10 - Balance Sheet Offsetting and Repurchase Agreements
Balance Sheet Offsetting. Certain financial instruments, including resell and repurchase agreements and derivatives, may be eligible for offset in the consolidated balance sheet and/or subject to master netting arrangements or similar agreements. Our derivative transactions with upstream financial institution counterparties are generally executed under International Swaps and Derivative Association (“ISDA”) master agreements which include “right of set-off” provisions. In such cases there is generally a legally enforceable right to offset recognized amounts and there may be an intention to settle such amounts on a net basis. Nonetheless, we do not generally offset such financial instruments for financial reporting purposes.
Information about financial instruments that are eligible for offset in the consolidated balance sheet as of March 31,September 30, 2017 is presented in the following tables.
Gross Amount
Recognized
 
Gross Amount
Offset
 
Net Amount
Recognized
Gross Amount
Recognized
 
Gross Amount
Offset
 
Net Amount
Recognized
March 31, 2017     
September 30, 2017     
Financial assets:          
Derivatives:          
Loan/lease interest rate swaps and caps$4,400
 $
 $4,400
$1,590
 $
 $1,590
Commodity swaps and options962
 
 962
1,849
 
 1,849
Foreign currency forward contracts11
 
 11
18
 
 18
Total derivatives5,373
 
 5,373
3,457
 
 3,457
Resell agreements9,642
 
 9,642
17,642
 
 17,642
Total$15,015
 $
 $15,015
$21,099
 $
 $21,099
Financial liabilities:          
Derivatives:          
Loan/lease interest rate swaps$23,854
 $
 $23,854
$15,387
 $
 $15,387
Commodity swaps and options1,679
 
 1,679
1,392
 
 1,392
Foreign currency forward contracts5
 
 5
104
 
 104
Total derivatives25,538
 
 25,538
16,883
 
 16,883
Repurchase agreements879,050
 
 879,050
987,869
 
 987,869
Total$904,588
 $
 $904,588
$1,004,752
 $
 $1,004,752
  Gross Amounts Not Offset    Gross Amounts Not Offset  
Net Amount
Recognized
 
Financial
Instruments
 Collateral 
Net
Amount
Net Amount
Recognized
 
Financial
Instruments
 Collateral 
Net
Amount
March 31, 2017       
September 30, 2017       
Financial assets:              
Derivatives:              
Counterparty A$612
 $(612) $
 $
$397
 $(397) $
 $
Counterparty B874
 (874) 
 
866
 (866) 
 
Counterparty C329
 (329) 
 
204
 (204) 
 
Counterparty D2,133
 (2,133) 
 

 
 
 
Other counterparties1,425
 (688) (627) 110
1,990
 (1,631) (130) 229
Total derivatives5,373
 (4,636) (627) 110
3,457
 (3,098) (130) 229
Resell agreements9,642
 
 (9,642) 
17,642
 
 (17,642) 
Total$15,015
 $(4,636) $(10,269) $110
$21,099
 $(3,098) $(17,772) $229
Financial liabilities:              
Derivatives:              
Counterparty A$10,211
 $(612) $(9,599) $
$8,984
 $(397) $(8,587) $
Counterparty B4,261
 (874) (3,304) 83
3,535
 (866) (2,669) 
Counterparty C2,373
 (329) (1,759) 285
1,128
 (204) (830) 94
Counterparty D6,865
 (2,133) (4,732) 

 
 
 
Other counterparties1,828
 (688) (1,133) 7
3,236
 (1,631) (1,605) 
Total derivatives25,538
 (4,636) (20,527) 375
16,883
 (3,098) (13,691) 94
Repurchase agreements879,050
 
 (879,050) 
987,869
 
 (987,869) 
Total$904,588
 $(4,636) $(899,577) $375
$1,004,752
 $(3,098) $(1,001,560) $94

Information about financial instruments that are eligible for offset in the consolidated balance sheet as of December 31, 2016 is presented in the following tables.
 
Gross Amount
Recognized
 
Gross Amount
Offset
 
Net Amount
Recognized
December 31, 2016     
Financial assets:     
Derivatives:     
Loan/lease interest rate swaps and caps$3,592
 $
 $3,592
Commodity swaps and options206
 
 206
Foreign currency forward contracts
 
 
Total derivatives3,798
 
 3,798
Resell agreements9,642
 
 9,642
Total$13,440
 $
 $13,440
Financial liabilities:     
Derivatives:     
Loan/lease interest rate swaps$26,744
 $
 $26,744
Commodity swaps and options5,757
 
 5,757
Foreign currency forward contracts33
 
 33
Total derivatives32,534
 
 32,534
Repurchase agreements963,317
 
 963,317
Total$995,851
 $
 $995,851
   Gross Amounts Not Offset  
 
Net Amount
Recognized
 
Financial
Instruments
 Collateral 
Net
Amount
December 31, 2016       
Financial assets:       
Derivatives:       
Counterparty A$687
 $(687) $
 $
Counterparty B223
 (223) 
 
Counterparty C158
 (158) 
 
Counterparty D1,820
 (1,820) 
 
Other counterparties910
 (677) (64) 169
Total derivatives3,798
 (3,565) (64) 169
Resell agreements9,642
 
 (9,642) 
Total$13,440
 $(3,565) $(9,706) $169
Financial liabilities:       
Derivatives:       
Counterparty A$11,233
 $(687) $(10,026) $520
Counterparty B6,867
 (223) (6,344) 300
Counterparty C4,578
 (158) (4,415) 5
Counterparty D7,706
 (1,820) (5,886) 
Other counterparties2,150
 (677) (676) 797
Total derivatives32,534
 (3,565) (27,347) 1,622
Repurchase agreements963,317
 
 (963,317) 
Total$995,851
 $(3,565) $(990,664) $1,622

Repurchase Agreements. We utilize securities sold under agreements to repurchase to facilitate the needs of our customers and to facilitate secured short-term funding needs. Securities sold under agreements to repurchase are stated at the amount of cash received in connection with the transaction. We monitor collateral levels on a continuous basis. We may be required to provide additional collateral based on the fair value of the underlying securities. Securities pledged as collateral under repurchase agreements are maintained with our safekeeping agents.
The remaining contractual maturity of repurchase agreements in the consolidated balance sheets as of March 31,September 30, 2017 and December 31, 2016 is presented in the following tables.
Remaining Contractual Maturity of the AgreementsRemaining Contractual Maturity of the Agreements
Overnight and Continuous Up to 30 Days 30-90 Days Greater than 90 Days TotalOvernight and Continuous Up to 30 Days 30-90 Days Greater than 90 Days Total
March 31, 2017         
September 30, 2017         
Repurchase agreements:                  
U.S. Treasury$834,717
 $
 $
 $
 $834,717
$907,509
 $
 $
 $
 $907,509
Residential mortgage-backed securities44,333
 
 
 
 44,333
80,360
 
 
 
 80,360
Total borrowings$879,050
 $
 $
 $
 $879,050
$987,869
 $
 $
 $
 $987,869
Gross amount of recognized liabilities for repurchase agreementsGross amount of recognized liabilities for repurchase agreements $879,050
Gross amount of recognized liabilities for repurchase agreements $987,869
Amounts related to agreements not included in offsetting disclosures aboveAmounts related to agreements not included in offsetting disclosures above $
Amounts related to agreements not included in offsetting disclosures above $
                  
December 31, 2016                  
Repurchase agreements:                  
U.S. Treasury$841,475
 $
 $
 $
 $841,475
$841,475
 $
 $
 $
 $841,475
Residential mortgage-backed securities121,842
 
 
 
 121,842
121,842
 
 
 
 121,842
Total borrowings$963,317
 $
 $
 $
 $963,317
$963,317
 $
 $
 $
 $963,317
Gross amount of recognized liabilities for repurchase agreementsGross amount of recognized liabilities for repurchase agreements $963,317
Gross amount of recognized liabilities for repurchase agreements $963,317
Amounts related to agreements not included in offsetting disclosures aboveAmounts related to agreements not included in offsetting disclosures above $
Amounts related to agreements not included in offsetting disclosures above $
Note 11 - Stock-Based Compensation
A combined summary of activity in our active stock plans is presented in the table. Performance stock units outstanding are presented assuming attainment of the maximum payout rate as set forth by the performance criteria. The target award level for performance stock units granted in 2016 was 29,240. As of March 31,September 30, 2017, there were 1,472,1381,499,399 shares remaining available for grant for future stock-based compensation awards.
 
Director Deferred
Stock Units
Outstanding
 
Non-Vested Stock
Awards/Stock Units
Outstanding
 Performance Stock Units Outstanding 
Stock Options
Outstanding
 
Director Deferred
Stock Units
Outstanding
 
Non-Vested Stock
Awards/Stock Units
Outstanding
 Performance Stock Units Outstanding 
Stock Options
Outstanding
 Number of Units 
Weighted-
Average
Fair Value
at Grant
 
Number
of Shares/Units
 
Weighted-
Average
Fair Value
at Grant
 Number of Units 
Weighted-
Average
Fair Value
at Grant
 
Number
of Shares
 
Weighted-
Average
Exercise
Price
 Number of Units 
Weighted-
Average
Fair Value
at Grant
 
Number
of Shares/Units
 
Weighted-
Average
Fair Value
at Grant
 Number of Units 
Weighted-
Average
Fair Value
at Grant
 
Number
of Shares
 
Weighted-
Average
Exercise
Price
Balance, January 1, 2017 53,659
 $61.48
 256,850
 $73.43
 43,860
 69.70
 4,089,028
 $62.67
 53,659
 $61.48
 256,850
 $73.43
 43,860
 $69.70
 4,089,028
 $62.67
Authorized 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Granted 
 
 
 
 
 
 
 
 5,447
 95.37
 
 
 
 
 
 
Exercised/vested (1,180) 67.75
 (1,730) 76.07
 
 
 (439,144) 56.35
 (6,098) 62.29
 (1,730) 76.07
 
 
 (766,971) 59.22
Forfeited/expired 
 
 (260) 76.07
 
 
 (20,656) 67.47
 
 
 (2,860) 76.07
 
 
 (50,764) 69.65
Balance, March 31, 2017 52,479
 $61.34
 254,860
 $73.41
 43,860
 69.70
 3,629,228
 $63.41
Balance, September 30, 2017 53,008
 $64.87
 252,260
 $73.38
 43,860
 $69.70
 3,271,293
 $63.37

Shares issued in connection with stock compensation awards are issued from available treasury shares. If no treasury shares are available, new shares are issued from available authorized shares. Shares issued in connection with stock compensation awards along with other related information were as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
New shares issued from available authorized shares283,342
 
9,299
 
 602,662
 
Issued from available treasury stock158,712
 1,875
13,425
 841,846
 172,137
 908,921
Total442,054
 1,875
22,724
 841,846
 774,799
 908,921
          
Proceeds from stock option exercises$24,747
 $97
$1,274
 $44,287
 $45,422
 $47,873
Stock-based compensation expense is recognized ratably over the requisite service period for all awards. For most stock option awards, the service period generally matches the vesting period. For stock options granted to certain executive officers and for non-vested stock units granted to all participants, the service period does not extend past the date the participant reaches 65 years of age. Deferred stock units granted to non-employee directors generally have immediate vesting and the related expense is fully recognized on the date of grant. For performance stock units, the service period generally matches the three-year performance period specified by the award, however, the service period does not extend past the date the participant reaches 65 years of age. Expense recognized each period is dependent upon our estimate of the number of shares that will ultimately be issued.
Stock-based compensation expense and the related income tax benefit is presented in the following table.
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Stock options$1,787
 $2,125
$1,532
 $2,163
 $4,892
 $6,405
Non-vested stock awards/stock units1,033
 357
813
 358
 2,747
 1,073
Director deferred stock units
 

 
 519
 520
Performance stock units283
 
377
 
 855
 
Total$3,103
 $2,482
$2,722
 $2,521
 $9,013
 $7,998
Income tax benefit$1,086
 $869
$953
 $882
 $3,155
 $2,799
Unrecognized stock-based compensation expense at March 31,September 30, 2017 is presented in the table below. Unrecognized stock-based compensation expense related to performance stock units is presented assuming attainment of the maximum payout rate as set forth by the performance criteria.
Stock options$10,439
$6,952
Non-vested stock awards/stock units9,360
7,448
Performance stock units2,774
2,202
Total$22,573
$16,602

Note 12 - Earnings Per Common Share
Earnings per common share is computed using the two-class method as more fully described in our 2016 Form 10-K. The following table presents a reconciliation of net income available to common shareholders, net earnings allocated to common stock and the number of shares used in the calculation of basic and diluted earnings per common share.
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Net income$84,941
 $68,816
$93,131
 $80,219
 $263,625
 $220,542
Less: Preferred stock dividends2,016
 2,016
2,016
 2,016
 6,047
 6,047
Net income available to common shareholders82,925
 66,800
91,115
 78,203
 257,578
 214,495
Less: Earnings allocated to participating securities435
 235
475
 282
 1,346
 769
Net earnings allocated to common stock$82,490
 $66,565
$90,640
 $77,921
 $256,232
 $213,726
          
Distributed earnings allocated to common stock$34,475
 $32,822
$36,174
 $33,918
 $107,194
 $100,203
Undistributed earnings allocated to common stock48,015
 33,743
54,466
 44,003
 149,038
 113,523
Net earnings allocated to common stock$82,490
 $66,565
$90,640
 $77,921
 $256,232
 $213,726
          
Weighted-average shares outstanding for basic earnings per common share63,738,191
 61,929,466
63,667,356
 62,449,660
 63,822,011
 62,114,075
Dilutive effect of stock compensation999,194
 69,897
897,945
 691,543
 957,337
 448,290
Weighted-average shares outstanding for diluted earnings per common share64,737,385
 61,999,363
64,565,301
 63,141,203
 64,779,348
 62,562,365
Note 13 - Defined Benefit Plans
The components of the combined net periodic expense (benefit) for our defined benefit pension plans are presented in the table below.
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Expected return on plan assets, net of expenses$(2,779) $(2,890)$(2,779) $(2,890) $(8,338) $(8,669)
Interest cost on projected benefit obligation1,547
 1,749
1,547
 1,732
 4,642
 5,230
Net amortization and deferral1,357
 1,553
1,357
 1,585
 4,072
 4,691
SERP settlement costs
 
 
 187
Net periodic expense (benefit)$125
 $412
$125
 $427
 $376
 $1,439
Our non-qualified defined benefit pension plan is not funded. No contributions to the qualified defined benefit pension plan were made during the threenine months ended March 31,September 30, 2017. We do not expect to make any contributions to the qualified defined benefit plan during the remainder of 2017.

Note 14 - Income Taxes
Income tax expense was as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Current income tax expense$15,702
 $13,787
$15,224
 $12,848
 $44,636
 $40,251
Deferred income tax expense (benefit)(4,301) (4,395)(5,332) (1,996) (9,505) (11,629)
Income tax expense, as reported$11,401
 $9,392
$9,892
 $10,852
 $35,131
 $28,622
          
Effective tax rate11.8% 12.0%9.6% 11.9% 11.8% 11.5%
Net deferred tax assets totaled $57.9$28.9 million at March 31,September 30, 2017 and $63.7 million at December 31, 2016. No valuation allowance for deferred tax assets was recorded at March 31,September 30, 2017 as management believes it is more likely than not that all of the deferred tax assets will be realized because they were supported by recoverable taxes paid in prior years.
The effective income tax rates differed from the U.S. statutory rate of 35% during the comparable periods primarily due to the effect of tax-exempt income from loans, securities and life insurance policies and the income tax effects associated with stock-based compensation. The effective income tax rates for the three and nine months ended September 30, 2017 were also impacted by the correction of an over-accrual of taxes that resulted from incorrectly classifying certain tax-exempt loans as taxable for federal income tax purposes since 2013. As a result, we recognized tax benefits totaling $3.7 million, which included $2.9 million related to the 2013 through 2016 tax years and $756 thousand related to the first and second quarters of 2017. There were no unrecognized tax benefits during any of the reported periods. Interest and/or penalties related to income taxes are reported as a component of income tax expense. Such amounts were not significant during the reported periods.

We file income tax returns in the U.S. federal jurisdiction. We are no longer subject to U.S. federal income tax examinations by tax authorities for years before 2013.

Note 15 - Other Comprehensive Income (Loss)
The before and after tax amounts allocated to each component of other comprehensive income (loss) are presented in the following table. Reclassification adjustments related to securities available for sale are included in net gain (loss) on securities transactions in the accompanying consolidated statements of income. Reclassification adjustments related to defined-benefit post-retirement benefit plans are included in the computation of net periodic pension expense (see Note 13 – Defined Benefit Plans).
Three Months Ended 
 March 31, 2017
 Three Months Ended 
 March 31, 2016
Three Months Ended 
 September 30, 2017
 Three Months Ended 
 September 30, 2016
Before Tax
Amount
 
Tax  Expense,
(Benefit)
 
Net of  Tax
Amount
 
Before Tax
Amount
 
Tax  Expense,
(Benefit)
 
Net of  Tax
Amount
Before Tax
Amount
 
Tax  Expense,
(Benefit)
 
Net of  Tax
Amount
 
Before Tax
Amount
 
Tax  Expense,
(Benefit)
 
Net of  Tax
Amount
Securities available for sale and transferred securities:                      
Change in net unrealized gain/loss during the period$33,811
 $11,834
 $21,977
 $122,218
 $42,776
 $79,442
$7,082
 $2,479
 $4,603
 $(95,641) $(33,473) $(62,168)
Change in net unrealized gain on securities transferred to held to maturity(6,286) (2,200) (4,086) (8,166) (2,858) (5,308)(3,514) (1,230) (2,284) (7,278) (2,547) (4,731)
Reclassification adjustment for net (gains) losses included in net income
 
 
 (14,903) (5,216) (9,687)4,867
 1,703
 3,164
 37
 12
 25
Total securities available for sale and transferred securities27,525
 9,634
 17,891
 99,149
 34,702
 64,447
8,435
 2,952
 5,483
 (102,882) (36,008) (66,874)
Defined-benefit post-retirement benefit plans:                      
Reclassification adjustment for net amortization of actuarial gain/loss included in net income1,357
 475
 882
 1,553
 544
 1,009
Change in the net actuarial gain/loss
 
 
 
 
 
Reclassification adjustment for net amortization of actuarial gain/loss included in net income as a component of net periodic cost (benefit)1,357
 475
 882
 1,585
 555
 1,030
Total defined-benefit post-retirement benefit plans1,357
 475
 882
 1,553
 544
 1,009
1,357
 475
 882
 1,585
 555
 1,030
Total other comprehensive income (loss)$28,882
 $10,109
 $18,773
 $100,702
 $35,246
 $65,456
$9,792
 $3,427
 $6,365
 $(101,297) $(35,453) $(65,844)
Nine Months Ended 
 September 30, 2017
 Nine Months Ended 
 September 30, 2016
Before Tax
Amount
 
Tax  Expense,
(Benefit)
 
Net of  Tax
Amount
 
Before Tax
Amount
 
Tax  Expense,
(Benefit)
 
Net of  Tax
Amount
Securities available for sale and transferred securities:           
Change in net unrealized gain/loss during the period$131,283
 $45,949
 $85,334
 $191,865
 $67,154
 $124,711
Change in net unrealized gain on securities transferred to held to maturity(13,660) (4,781) (8,879) (24,629) (8,620) (16,009)
Reclassification adjustment for net (gains) losses included in net income4,917
 1,721
 3,196
 (14,866) (5,204) (9,662)
Total securities available for sale and transferred securities122,540
 42,889
 79,651
 152,370
 53,330
 99,040
Defined-benefit post-retirement benefit plans:           
Change in the net actuarial gain/loss
 
 
 (862) (302) (560)
Reclassification adjustment for net amortization of actuarial gain/loss included in net income as a component of net periodic cost (benefit)4,072
 1,425
 2,647
 4,878
 1,708
 3,170
Total defined-benefit post-retirement benefit plans4,072
 1,425
 2,647
 4,016
 1,406
 2,610
Total other comprehensive income (loss)$126,612
 $44,314
 $82,298
 $156,386
 $54,736
 $101,650

Activity in accumulated other comprehensive income (loss), net of tax, was as follows:
Securities
Available
For Sale
 
Defined
Benefit
Plans
 
Accumulated
Other
Comprehensive
Income
Securities
Available
For Sale
 
Defined
Benefit
Plans
 
Accumulated
Other
Comprehensive
Income
Balance January 1, 2017$16,153
 $(40,776) $(24,623)$16,153
 $(40,776) $(24,623)
Other comprehensive income (loss) before reclassifications17,891
 
 17,891
76,455
 
 76,455
Amounts reclassified from accumulated other comprehensive income (loss)
 882
 882
3,196
 2,647
 5,843
Net other comprehensive income (loss) during period17,891
 882
 18,773
79,651
 2,647
 82,298
Balance at March 31, 2017$34,044
 $(39,894) $(5,850)
Balance at September 30, 2017$95,804
 $(38,129) $57,675
          
Balance January 1, 2016$160,611
 $(46,748) $113,863
$160,611
 $(46,748) $113,863
Other comprehensive income (loss) before reclassifications74,134
 1,009
 75,143
108,702
 2,489
 111,191
Amounts reclassified from accumulated other comprehensive income (loss)(9,687) 
 (9,687)(9,662) 121
 (9,541)
Net other comprehensive income (loss) during period64,447
 1,009
 65,456
99,040
 2,610
 101,650
Balance at March 31, 2016$225,058
 $(45,739) $179,319
Balance at September 30, 2016$259,651
 $(44,138) $215,513


Note 16 – Operating Segments
We are managed under a matrix organizational structure whereby our two primary operating segments, Banking and Frost Wealth Advisors, overlap a regional reporting structure. See our 2016 Form 10-K for additional information regarding our operating segments. Summarized operating results by segment were as follows:
Banking 
Frost  Wealth
Advisors
 Non-Banks ConsolidatedBanking 
Frost  Wealth
Advisors
 Non-Banks Consolidated
Revenues from (expenses to) external customers:              
Three months ended:              
March 31, 2017$258,911
 $34,588
 $(1,290) $292,209
March 31, 2016255,273
 31,723
 (1,129) 285,867
September 30, 2017$266,582
 $36,529
 $(2,285) $300,826
September 30, 2016244,343
 33,536
 (1,258) 276,621
Nine months ended:       
September 30, 2017$786,743
 $107,829
 $(5,669) $888,903
September 30, 2016737,060
 97,484
 (3,537) 831,007
Net income (loss):              
Three months ended:              
March 31, 2017$80,869
 $5,294
 $(1,222) $84,941
March 31, 201665,967
 4,152
 (1,303) 68,816
September 30, 2017$88,368
 $6,417
 $(1,654) $93,131
September 30, 201676,347
 4,797
 (925) 80,219
Nine months ended:       
September 30, 2017$250,766
 $17,990
 $(5,131) $263,625
September 30, 2016210,454
 13,809
 (3,721) 220,542

Note 17 – Fair Value Measurements
The fair value of an asset or liability is the price that would be received to sell that asset or paid to transfer that liability in an orderly transaction occurring in the principal market (or most advantageous market in the absence of a principal market) for such asset or liability. In estimating fair value, we utilize valuation techniques that are consistent with the market approach, the income approach and/or the cost approach. Such valuation techniques are consistently applied. Inputs to valuation techniques include the assumptions that market participants would use in pricing an asset or liability. ASC Topic 820 establishes a three-level fair value hierarchy for valuation inputs that gives the highest priority to quoted prices in active markets for identical assets or liabilities and the lowest priority to unobservable inputs. See our 2016 Form 10-K for additional information regarding the fair value hierarchy and a description of our valuation techniques.
Financial Assets and Financial Liabilities. The table below summarizes financial assets and financial liabilities measured at fair value on a recurring basis as of March 31,September 30, 2017 and December 31, 2016, segregated by the level of the valuation inputs within the fair value hierarchy of ASC Topic 820 utilized to measure fair value.
Level 1
Inputs
 Level 2
Inputs
 Level 3
Inputs
 Total Fair
Value
Level 1
Inputs
 Level 2
Inputs
 Level 3
Inputs
 Total Fair
Value
March 31, 2017       
September 30, 2017       
Securities available for sale:              
U.S. Treasury$4,221,231
 $
 $
 $4,221,231
$3,473,628
 $
 $
 $3,473,628
Residential mortgage-backed securities
 736,919
 
 736,919

 681,195
 
 681,195
States and political subdivisions
 5,611,838
 
 5,611,838

 5,987,739
 
 5,987,739
Other
 42,505
 
 42,505

 42,538
 
 42,538
Trading account securities:              
U.S. Treasury17,094
 
 
 17,094
18,814
 
 
 18,814
States and political subdivisions
 
 
 

 907
 
 907
Derivative assets:              
Interest rate swaps, caps and floors
 27,216
 
 27,216

 23,974
 
 23,974
Commodity swaps and options
 2,733
 
 2,733

 3,404
 
 3,404
Foreign currency forward contracts17
 
 
 17
139
 
 
 139
Derivative liabilities:              
Interest rate swaps, caps and floors
 27,884
 
 27,884

 18,376
 
 18,376
Commodity swaps and options
 2,537
 
 2,537

 3,004
 
 3,004
Foreign currency forward contracts5
 
 
 5
104
 
 
 104
December 31, 2016       
Securities available for sale:       
U.S. Treasury$4,019,731
 $
 $
 $4,019,731
Residential mortgage-backed securities
 785,167
 
 785,167
States and political subdivisions
 5,355,885
 
 5,355,885
Other
 42,494
 
 42,494
Trading account securities:       
U.S. Treasury16,594
 
 
 16,594
States and political subdivisions
 109
 
 109
Derivative assets:       
Interest rate swaps, caps and floors
 29,059
 
 29,059
Commodity swaps and options
 6,179
 
 6,179
Foreign currency forward contracts29
 
 
 29
Derivative liabilities:       
Interest rate swaps, caps and floors
 29,968
 
 29,968
Commodity swaps and options
 5,963
 
 5,963
Foreign currency forward contracts33
 
 
 33

 Level 1
Inputs
 Level 2
Inputs
 Level 3
Inputs
 Total Fair
Value
December 31, 2016       
Securities available for sale:       
U.S. Treasury$4,019,731
 $
 $
 $4,019,731
Residential mortgage-backed securities
 785,167
 
 785,167
States and political subdivisions
 5,355,885
 
 5,355,885
Other
 42,494
 
 42,494
Trading account securities:       
U.S. Treasury16,594
 
 
 16,594
States and political subdivisions
 109
 
 109
Derivative assets:       
Interest rate swaps, caps and floors
 29,059
 
 29,059
Commodity swaps and options
 6,179
 
 6,179
Foreign currency forward contracts29
 
 
 29
Derivative liabilities:       
Interest rate swaps, caps and floors
 29,968
 
 29,968
Commodity swaps and options
 5,963
 
 5,963
Foreign currency forward contracts33
 
 
 33
Certain financial assets and financial liabilities are measured at fair value on a nonrecurring basis; that is, the instruments are not measured at fair value on an ongoing basis but are subject to fair value adjustments in certain circumstances (for example, when there is evidence of impairment). Financial assets measured at fair value on a non-recurring basis during the reported periods include certain impaired loans reported at the fair value of the underlying collateral if repayment is expected solely from the collateral. The following table presents impaired loans that were remeasured and reported at fair value through a specific valuation allowance allocation of the allowance for loan losses based upon the fair value of the underlying collateral during the reported periods.
Three Months Ended 
 March 31, 2017
 Three Months Ended 
 March 31, 2016
Nine Months Ended 
 September 30, 2017
 Nine Months Ended 
 September 30, 2016
Level 2 Level 3 Level 2 Level 3Level 2 Level 3 Level 2 Level 3
Carrying value of impaired loans before allocations$
 $24,171
 $
 $45,751
$
 $64,287
 $
 $11,023
Specific valuation allowance (allocations) reversals of prior allocations
 (1,340) 
 (11,144)
 (13,477) 
 (3,750)
Fair value$
 $22,831
 $
 $34,607
$
 $50,810
 $
 $7,273
Non-Financial Assets and Non-Financial Liabilities. We do not have any non-financial assets or non-financial liabilities measured at fair value on a recurring basis. Non-financial assets measured at fair value on a non-recurring basis during the reported periods include certain foreclosed assets which, upon initial recognition, were remeasured and reported at fair value through a charge-off to the allowance for loan losses and certain foreclosed assets which, subsequent to their initial recognition, were remeasured at fair value through a write-down included in other non-interest expense. The following table presents foreclosed assets that were remeasured and reported at fair value during the reported periods:
Three Months Ended 
 March 31, 2017
Nine Months Ended 
 September 30, 2017
2017 20162017 2016
Foreclosed assets remeasured at initial recognition:      
Carrying value of foreclosed assets prior to remeasurement$
 $379
$
 $425
Charge-offs recognized in the allowance for loan losses
 (3)
 (3)
Fair value$
 $376
$
 $422
Foreclosed assets remeasured subsequent to initial recognition:      
Carrying value of foreclosed assets prior to remeasurement$89
 $
$89
 $492
Write-downs included in other non-interest expense(16) 
(16) (217)
Fair value$73
 $
$73
 $275
Financial Instruments Reported at Amortized Cost. The estimated fair values of financial instruments that are reported at amortized cost in our consolidated balance sheets, segregated by the level of the valuation inputs within the fair value hierarchy utilized to measure fair value, were as follows:
March 31, 2017 December 31, 2016September 30, 2017 December 31, 2016
Carrying
Amount
 
Estimated
Fair Value
 
Carrying
Amount
 
Estimated
Fair Value
Carrying
Amount
 
Estimated
Fair Value
 
Carrying
Amount
 
Estimated
Fair Value
Financial assets:              
Level 2 inputs:              
Cash and cash equivalents$4,529,173
 $4,529,173
 $4,141,445
 $4,141,445
$5,091,903
 $5,091,903
 $4,141,445
 $4,141,445
Securities held to maturity1,640,255
 1,664,773
 2,250,460
 2,262,747
1,442,222
 1,476,653
 2,250,460
 2,262,747
Cash surrender value of life insurance policies178,206
 178,206
 177,884
 177,884
179,789
 179,789
 177,884
 177,884
Accrued interest receivable115,308
 115,308
 156,714
 156,714
118,035
 118,035
 156,714
 156,714
Level 3 inputs:              
Loans, net12,032,589
 12,088,725
 11,822,347
 11,903,956
12,552,001
 12,574,862
 11,822,347
 11,903,956
Financial liabilities:              
Level 2 inputs:              
Deposits26,142,164
 26,142,216
 25,811,575
 25,812,039
26,403,269
 26,398,885
 25,811,575
 25,812,039
Federal funds purchased and repurchase agreements895,200
 895,200
 976,992
 976,992
997,919
 997,919
 976,992
 976,992
Junior subordinated deferrable interest debentures136,141
 137,115
 136,127
 137,115
136,170
 137,115
 136,127
 137,115
Subordinated notes payable and other borrowings98,446
 99,777
 99,990
 100,000
98,512
 102,072
 99,990
 100,000
Accrued interest payable1,230
 1,230
 1,204
 1,204
1,737
 1,737
 1,204
 1,204

Note 18 - Accounting Standards Updates
Information about certain recently issued accounting standards updates is presented below. Also refer to Note 21 - Accounting Standards Updates in our 2016 Form 10-K for additional information related to previously issued accounting standards updates.
Accounting Standards Update (“ASU”) 2014-09, “Revenue from Contracts with Customers (Topic 606).” ASU 2014-09 implements a common revenue standard that clarifies the principles for recognizing revenue. The core principle of ASU 2014-09 is that an entity should recognize revenue to depict the transfer of promised goods or services to customers in an amount that reflects the consideration to which the entity expects to be entitled in exchange for those goods or services. To achieve that core principle, an entity should apply the following steps: (i) identify the contract(s) with a customer, (ii) identify the performance obligations in the contract, (iii) determine the transaction price, (iv) allocate the transaction price to the performance obligations in the contract and (v) recognize revenue when (or as) the entity satisfies a performance obligation. ASU 2014-09 was originally going to be effective for us on January 1, 2017; however, the FASB issued ASU 2015-14, “Revenue from Contracts with Customers (Topic 606) – Deferral of the Effective Date" which deferred the effective date of ASU 2014-09 by one year to January 1, 2018. Our revenue is comprised of net interest income on financial assets and financial liabilities, which is explicitly excluded from the scope of ASU 2014-09, and non-interest income. We expect that ASU 2014-09 will require us to change how we recognize certain recurring revenue streams within trust and investment management fees, insurance commissions and fees and other categories of non-interest income; however, we do not expect these changes to have a significant impact on our financial statements. We expect to adopt the standard in the first quarter of 2018 with a cumulative effect adjustment to opening retained earnings, if such adjustment is deemed to be significant.
ASU 2016-02,“Leases (Topic 842).” ASU 2016-02 will, among other things, require lessees to recognize a lease liability, which is a lessee's obligation to make lease payments arising from a lease, measured on a discounted basis; and a right-of-use asset, which is an asset that represents the lessee’s right to use, or control the use of, a specified asset for the lease term. ASU 2016-02 does not significantly change lease accounting requirements applicable to lessors; however, certain changes were made to align, where necessary, lessor accounting with the lessee accounting model and ASC Topic 606, “Revenue from Contracts with Customers.” ASU 2016-02 will be effective for us on January 1, 2019 and will require transition using a modified retrospective approach for leases existing at, or entered into after, the beginning of the earliest comparative period presented in the financial statements. We are currently evaluating the potential impact of ASU 2016-02 on our financial statements. In that regard, we have selected, and will soon implement, a third-party vendor solution to assist us in the application of ASU 2016-02.
ASU 2016-13, “Financial Instruments - Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments.” ASU 2016-13 requires the measurement of all expected credit losses for financial assets held at the reporting date based on historical experience, current conditions, and reasonable and supportable forecasts and requires enhanced disclosures related to the significant estimates and judgments used in estimating credit losses, as well as the credit quality and underwriting standards of an organization’s portfolio. In addition, ASU 2016-13 amends the accounting for credit losses on available-for-sale debt securities and purchased financial assets with credit deterioration. ASU 2016-13 will be effective on January 1, 2020. We are currently evaluating the potential impact of ASU 2016-13 on our financial statements. In that regard, we have formed a cross-functional working group, under the direction of our Chief Financial Officer and our Chief Risk Officer. The working group is comprised of individuals from various functional areas including credit, risk management, finance and information technology, among others. We are currently developing an implementation plan to include assessment of processes, portfolio segmentation, model development, system requirements and the identification of data and resource needs, among other things. We are also currently evaluating selected third-party vendor solutions to assist us in the application of the ASU 2016-13. The adoption of the ASU 2016-13 is likely to result in an increase in the allowance for loan losses as a result of changing from an “incurred loss” model, which encompasses allowances for current known and inherent losses within the portfolio, to an “expected loss” model, which encompasses allowances for losses expected to be incurred over the life of the portfolio. Furthermore, ASU 2016-13 will necessitate that we establish an allowance for expected credit losses on debt securities. While we are currently unable to reasonably estimate the impact of adopting ASU 2016-13, we expect that the impact of adoption will be significantly influenced by the composition, characteristics and quality of our loan and securities portfolios as well as the prevailing economic conditions and forecasts as of the adoption date.
ASU 2017-04, “Intangibles - Goodwill and Other (Topic 350) - Simplifying the Test for Goodwill Impairment.” ASU 2017-04 eliminates Step 2 from the goodwill impairment test which required entities to compute the implied fair value of goodwill. Under ASU 2017-04, an entity should perform its annual, or interim, goodwill impairment test by comparing the fair value of a reporting unit with its carrying amount. An entity should recognize an impairment charge for the amount by which the carrying amount exceeds the reporting unit’s fair value; however, the loss recognized should not exceed the total amount of goodwill allocated to that reporting unit. ASU 2017-04 will be effective for us on January 1, 2020, with early adoption permitted for interim or annual impairment tests beginning in 2017. ASU 2017-04 is not expected to have a significant impact on our financial statements.

ASU 2017-05, “Other Income - Gains and Losses from the Derecognition of Nonfinancial Assets (Subtopic 610-20) - Clarifying the Scope of Asset Derecognition Guidance and Accounting for Partial Sales of Nonfinancial Assets.” ASU 2017-05 clarifies the scope of Subtopic 610-20 and adds guidance for partial sales of nonfinancial assets, including partial sales of real estate. Historically, U.S. GAAP contained several different accounting models to evaluate whether the transfer of certain assets qualified for sale treatment. ASU 2017-05 reduces the number of potential accounting models that might apply and clarifies which model does apply in various circumstances. ASU 2017-05 will be effective for us on January 1, 2018 and is not expected to have a significant impact on our financial statements.
ASU 2017-08, “Receivables“Receivables - Nonrefundable Fees and Other Costs (Subtopic 310-20) - Premium Amortization on Purchased Callable Debt Securities.” ASU 2017-08 shortens the amortization period for certain callable debt securities held at a premium to require such premiums to be amortized to the earliest call date unless applicable guidance related to certain pools of securities is applied to consider estimated prepayments. Under prior guidance, entities were generally required to amortize premiums on individual, non-pooled callable debt securities as a yield adjustment over the contractual life of the security. ASU 2017-08 does not change the accounting for callable debt securities held at a discount. ASU 2017-08 will be effective for us on January 1, 2019, with early adoption permitted. We are currently evaluating the potential impact of ASU 2017-08 on our financial statements.
ASU 2017-09, “Compensation - Stock Compensation (Topic 718) - Scope of Modification Accounting.” ASU 2017-09 clarifies when changes to the terms or conditions of a share-based payment award must be accounted for as modifications. Under ASU 2017-09, an entity will not apply modification accounting to a share-based payment award if all of the following are the same immediately before and after the change: (i) the award's fair value, (ii) the award's vesting conditions and (iii) the award's classification as an equity or liability instrument. ASU 2017-09 will be effective for us on January 1, 2018 and is not expected to have a significant impact on our financial statements.
ASU 2017-12, “Derivatives and Hedging (Topic 815) - Targeted Improvements to Accounting for Hedging Activities.” ASU 2017-12 amends the hedge accounting recognition and presentation requirements in ASC 815 to improve the transparency and understandability of information conveyed to financial statement users about an entity’s risk management activities to better align the entity’s financial reporting for hedging relationships with those risk management activities and to reduce the complexity of and simplify the application of hedge accounting. ASU 2017-12 will be effective for us on January 1, 2019 and is not expected to have a significant impact on our financial statements.


Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations
Financial Review
Cullen/Frost Bankers, Inc.
The following discussion should be read in conjunction with our consolidated financial statements, and notes thereto, for the year ended December 31, 2016, and the other information included in the 2016 Form 10-K. Operating results for the three and nine months ended March 31,September 30, 2017 are not necessarily indicative of the results for the year ending December 31, 2017 or any future period.
Dollar amounts in tables are stated in thousands, except for per share amounts.
Forward-Looking Statements and Factors that Could Affect Future Results
Certain statements contained in this Quarterly Report on Form 10-Q that are not statements of historical fact constitute forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995 (the “Act”), notwithstanding that such statements are not specifically identified as such. In addition, certain statements may be contained in our future filings with the SEC, in press releases, and in oral and written statements made by us or with our approval that are not statements of historical fact and constitute forward-looking statements within the meaning of the Act. Examples of forward-looking statements include, but are not limited to: (i) projections of revenues, expenses, income or loss, earnings or loss per share, the payment or nonpayment of dividends, capital structure and other financial items; (ii) statements of plans, objectives and expectations of Cullen/Frost or its management or Board of Directors, including those relating to products or services; (iii) statements of future economic performance; and (iv) statements of assumptions underlying such statements. Words such as “believes”, “anticipates”, “expects”, “intends”, “targeted”, “continue”, “remain”, “will”, “should”, “may” and other similar expressions are intended to identify forward-looking statements but are not the exclusive means of identifying such statements.
Forward-looking statements involve risks and uncertainties that may cause actual results to differ materially from those in such statements. Factors that could cause actual results to differ from those discussed in the forward-looking statements include, but are not limited to:
Local, regional, national and international economic conditions and the impact they may have on us and our customers and our assessment of that impact.
Volatility and disruption in national and international financial and commodity markets.
Government intervention in the U.S. financial system.
Changes in the mix of loan geographies, sectors and types or the level of non-performing assets and charge-offs.
Changes in estimates of future reserve requirements based upon the periodic review thereof under relevant regulatory and accounting requirements.
The effects of and changes in trade and monetary and fiscal policies and laws, including the interest rate policies of the Federal Reserve Board.
Inflation, interest rate, securities market and monetary fluctuations.
The effect of changes in laws and regulations (including laws and regulations concerning taxes, banking, securities and insurance) with which we and our subsidiaries must comply.
The soundness of other financial institutions.
Political instability.
Impairment of our goodwill or other intangible assets.
Acts of God or of war or terrorism.
The timely development and acceptance of new products and services and perceived overall value of these products and services by users.
Changes in consumer spending, borrowings and savings habits.
Changes in the financial performance and/or condition of our borrowers.
Technological changes.
Acquisitions and integration of acquired businesses.
Our ability to increase market share and control expenses.
Our ability to attract and retain qualified employees.
Changes in the competitive environment in our markets and among banking organizations and other financial service providers.
The effect of changes in accounting policies and practices, as may be adopted by the regulatory agencies, as well as the Public Company Accounting Oversight Board, the Financial Accounting Standards Board and other accounting standard setters.
Changes in the reliability of our vendors, internal control systems or information systems.
Changes in our liquidity position.

Changes in our organization, compensation and benefit plans.

The costs and effects of legal and regulatory developments, the resolution of legal proceedings or regulatory or other governmental inquiries, the results of regulatory examinations or reviews and the ability to obtain required regulatory approvals.
Greater than expected costs or difficulties related to the integration of new products and lines of business.
Our success at managing the risks involved in the foregoing items.
Forward-looking statements speak only as of the date on which such statements are made. We do not undertake any obligation to update any forward-looking statement to reflect events or circumstances after the date on which such statement is made, or to reflect the occurrence of unanticipated events.
Application of Critical Accounting Policies and Accounting Estimates
We follow accounting and reporting policies that conform, in all material respects, to accounting principles generally accepted in the United States and to general practices within the financial services industry. The preparation of financial statements in conformity with accounting principles generally accepted in the United States requires management to make estimates and assumptions that affect the amounts reported in the financial statements and accompanying notes. While we base estimates on historical experience, current information and other factors deemed to be relevant, actual results could differ from those estimates.
We consider accounting estimates to be critical to reported financial results if (i) the accounting estimate requires management to make assumptions about matters that are highly uncertain and (ii) different estimates that management reasonably could have used for the accounting estimate in the current period, or changes in the accounting estimate that are reasonably likely to occur from period to period, could have a material impact on our financial statements. Accounting policies related to the allowance for loan losses are considered to be critical as these policies involve considerable subjective judgment and estimation by management.
For additional information regarding critical accounting policies, refer to Note 1 - Summary of Significant Accounting Policies and Note 3 - Loans in the notes to consolidated financial statements and the sections captioned “Application of Critical Accounting Policies and Accounting Estimates” and “Allowance for Loan Losses” in Management’s Discussion and Analysis of Financial Condition and Results of Operations included in the 2016 Form 10-K. There have been no significant changes in our application of critical accounting policies related to the allowance for loan losses since December 31, 2016.
Overview
A discussion of our results of operations is presented below. Certain reclassifications have been made to make prior periods comparable. Taxable-equivalent adjustments are the result of increasing income from tax-free loans and investments by an amount equal to the taxes that would be paid if the income were fully taxable based on a 35% federal tax rate, thus making tax-exempt yields comparable to taxable asset yields.

Results of Operations
Net income available to common shareholders totaled $82.9$91.1 million, or $1.28$1.41 per diluted common share and $257.6 million, or $3.98 per diluted common share, for the three and nine months ended March 31,September 30, 2017 compared to $66.8$78.2 million, or $1.07$1.24 per diluted common share, and $214.5 million, or $3.42 per diluted common share, for the three and nine months ended March 31,September 30, 2016.
Selected data for the comparable periods was as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Taxable-equivalent net interest income$252,393
 $229,173
$264,406
 $235,665
 $774,819
 $694,997
Taxable-equivalent adjustment43,884
 39,449
45,195
 41,158
 132,311
 120,264
Net interest income208,509
 189,724
219,211
 194,507
 642,508
 574,733
Provision for loan losses7,952
 28,500
10,980
 5,045
 27,358
 42,734
Net interest income after provision for loan losses200,557
 161,224
208,231
 189,462
 615,150
 531,999
Non-interest income83,700
 96,143
81,615
 82,114
 246,395
 256,274
Non-interest expense187,915
 179,159
186,823
 180,505
 562,789
 539,109
Income before income taxes96,342
 78,208
103,023
 91,071
 298,756
 249,164
Income taxes11,401
 9,392
9,892
 10,852
 35,131
 28,622
Net income84,941
 68,816
93,131
 80,219
 263,625
 220,542
Preferred stock dividends2,016
 2,016
2,016
 2,016
 6,047
 6,047
Net income available to common shareholders$82,925
 $66,800
$91,115
 $78,203
 $257,578
 $214,495
Earnings per common share – basic$1.29
 $1.07
$1.43
 $1.24
 $4.02
 $3.44
Earnings per common share – diluted1.28
 1.07
1.41
 1.24
 3.98
 3.42
Dividends per common share0.54
 0.53
0.57
 0.54
 1.68
 1.61
Return on average assets1.12% 0.96%1.19% 1.07% 1.14% 1.01%
Return on average common equity11.55
 9.55
11.71
 10.31
 11.44
 9.87
Average shareholders’ equity to average assets10.14
 10.53
10.63
 10.85
 10.43
 10.70
Net income available to common shareholders increased $12.9 million, or 16.5% for the three months ended March 31,September 30, 2017 and increased $16.1$43.1 million, or 24.1%20.1% for the nine months ended September 30, 2017 compared to the same periodperiods in 2016. The increase during the three months ended September 30, 2017 was primarily the result of a $20.5$24.7 million increase in net interest income and a $960 thousand decrease in income tax expense partly offset by a $6.3 million increase in non-interest expense, a $5.9 million increase in the provision for loan losses and a $499 thousand decrease in non-interest income. The increase during the nine months ended September 30, 2017 was primarily the result of a $67.8 million increase in net interest income and a $15.4 million decrease in the provision for loan losses and an $18.8 million increase in net interest income partly offset by a $12.4$23.7 million increase in non-interest expense, a $9.9 million decrease in non-interest income an $8.8 million increase in non-interest expense and a $2.0$6.5 million increase in income tax expense.
Details of the changes in the various components of net income are further discussed below.
During the third quarter of 2017, our operations in our Houston and Corpus Christi market areas were disrupted by hurricane Harvey. As a result, we incurred certain additional expenses, as discussed below; lost potential revenue as a result of branch closures; and allocated a portion of our allowance for loan losses for probable losses related to the impact of the hurricane, as discussed below. While the ultimate impact of the hurricane on our operations is uncertain, we expect that it will be mitigated, at least in part, by insurance coverage and, based on the information available to us at this time, we do not expect any significant impact on our financial statements.
Net Interest Income
Net interest income is the difference between interest income on earning assets, such as loans and securities, and interest expense on liabilities, such as deposits and borrowings, which are used to fund those assets. Net interest income is our largest source of revenue, representing 71.4%72.3% of total revenue during the first quarternine months of 2017. Net interest margin is the ratio of taxable-equivalent net interest income to average earning assets for the period. The level of interest rates and the volume and mix of earning assets and interest-bearing liabilities impact net interest income and net interest margin.
The Federal Reserve influences the general market rates of interest, including the deposit and loan rates offered by many financial institutions. Our loan portfolio is significantly affected by changes in the prime interest rate. The prime interest rate, which is the rate offered on loans to borrowers with strong credit, remained at 3.50% during most of 2016. In December 2016, the prime rate increased 25 basis points to 3.75% and remained at that level until March 2017, when the prime rated increased

another 25 basis points to 4.00%. In June 2017, the prime rate increased an additional 25 basis points to 4.25%. Our loan portfolio is also impacted to a lesser extent, by changes in the London Interbank Offered Rate (LIBOR). At March 31,September 30, 2017, the one-month and three-month U.S. dollar LIBOR interest rates were 0.98%1.23% and 1.15%1.33%, respectively, while at March 31,September 30, 2016, the one-month and three-month U.S. dollar LIBOR interest rates were 0.44%0.53% and 0.63%0.85%, respectively. The effective federal funds rate, which is the cost of immediately available overnight funds, remained at 0.50% during most of 2016. In December 2016, the effective federal funds rate increased 25 basis points to 0.75% and remained at that level until March 2017, when the effective federal funds rate increased another 25 basis points to 1.00%. In June 2017, the effective federal funds rate was increased an additional 25 basis points to 1.25%.
We are primarily funded by core deposits, with non-interest-bearing demand deposits historically being a significant source of funds. This lower-cost funding base is expected to have a positive impact on our net interest income and net interest margin in a rising interest rate environment. The Dodd-Frank Wall Street Reform and Consumer Protection Act (the “Dodd-Frank Act”) repealed the federal prohibitions on the payment of interest on demand deposits, thereby permitting depository institutions to pay interest on business transaction and other accounts beginning July 21, 2011. To date, we have not experienced any significant

additional interest costs as a result of the repeal; however,repeal. However, in light of the aforementioned increases in market interest rates, in late July 2017, we may begin to incurincreased the interest costs associated with certain demand deposits in the future as market conditions warrant.rates we pay on most of our interest-bearing deposit products. See Item 3. Quantitative and Qualitative Disclosures About Market Risk elsewhere in this report for information about the expected impact of this legislation on our sensitivity to interest rates. Further analysis of the components of our net interest margin is presented below.
The following tables present the changes in taxable-equivalent net interest income and identifies the changes due to differences in the average volume of earning assets and interest-bearing liabilities and the changes due to changes in the average interest rate on those assets and liabilities. The changes in net interest income due to changes in both average volume and average interest rate have been allocated to the average volume change or the average interest rate change in proportion to the absolute amounts of the change in each. The comparison between the periods includes an additional change factor that shows the effect of the difference in the number of days in each period for assets and liabilities that accrue interest based upon the actual number of days in the period, as further discussed below.
Three Months EndedThree Months Ended
March 31, 2017 vs. March 31, 2016September 30, 2017 vs. September 30, 2016
Increase (Decrease) Due to Change in  Increase (Decrease) Due to Change in  
Rate Volume Number of Days TotalRate Volume Number of Days Total
Interest-bearing deposits$2,567
 $656
 $(40) $3,183
$6,472
 $217
 $
 $6,689
Federal funds sold and resell agreements30
 20
 (1) 49
75
 121
 
 196
Securities:              
Taxable(1,790) 1,318
 (200) (672)(1,176) (1,518) 
 (2,694)
Tax-exempt(2,271) 13,417
 
 11,146
(3,239) 7,234
 
 3,995
Loans, net of unearned discounts4,890
 6,279
 (1,252) 9,917
13,650
 12,298
 
 25,948
Total earning assets3,426
 21,690
 (1,493) 23,623
15,782
 18,352
 
 34,134
Savings and interest checking
 21
 (3) 18

 83
 
 83
Money market deposit accounts
 (41) (13) (54)3,339
 4
 
 3,343
Time accounts32
 (14) (3) 15
147
 (13) 
 134
Public funds102
 1
 (1) 102
362
 (3) 
 359
Federal funds purchased and repurchase agreements64
 20
 (1) 83
467
 12
 
 479
Junior subordinated deferrable interest debentures158
 
 
 158
181
 
 
 181
Subordinated notes payable and other notes211
 (130) 
 81
819
 (5) 
 814
Total interest-bearing liabilities567
 (143) (21) 403
5,315
 78
 
 5,393
Net change$2,859
 $21,833
 $(1,472) $23,220
$10,467
 $18,274
 $
 $28,741

 Nine Months Ended
 September 30, 2017 vs. September 30, 2016
 Increase (Decrease) Due to Change in  
 Rate Volume Number of Days Total
Interest-bearing deposits$13,757
 $1,630
 $(41) $15,346
Federal funds sold and resell agreements202
 148
 (1) 349
Securities:       
Taxable(4,440) (726) (204) (5,370)
Tax-exempt(9,516) 32,818
 
 23,302
Loans, net of unearned discounts28,934
 25,851
 (1,257) 53,528
Total earning assets28,937
 59,721
 (1,503) 87,155
Savings and interest checking
 117
 (3) 114
Money market deposit accounts3,391
 6
 (13) 3,384
Time accounts231
 (41) (3) 187
Public funds721
 (6) 
 715
Federal funds purchased and repurchase agreements638
 60
 (1) 697
Junior subordinated deferrable interest debentures497
 1
 
 498
Subordinated notes payable and other notes1,875
 (137) 
 1,738
Total interest-bearing liabilities7,353
 
 (20) 7,333
Net change$21,584
 $59,721
 $(1,483) $79,822
Taxable-equivalent net interest income for the first quarter ofthree months ended September 30, 2017 increased $23.2$28.7 million, or 10.1%12.2%, while taxable-equivalent net interest income for the nine months ended September 30, 2017 increased $79.8 million, or 11.5%, compared to the same periodperiods in 2016. Taxable-equivalent net interest income for the first quarter ofnine months ended September 30, 2017 included 90273 days compared to 91274 days for the same period in 2016 as a result of the leap year. The additional day added approximately $1.5 million to taxable-equivalent net interest income during the first quarter ofnine months ended September 30, 2016. Excluding the impact of the additional day results in an effective increase in taxable-equivalent net interest income of approximately $24.7$81.3 million during the first quarter ofnine months ended September 30, 2017. This effective increaseThe increases in taxable-equivalent net interest income during the first quarterthree and nine months ended September 30, 2017, excluding the impact of 2017 wasthe aforementioned additional day during the nine months ended September 30, 2016, were primarily related to the impact of increases in the average volume of tax-exempt securities, loans and loansinterest-bearing deposits as well as increases in the average yields on loans and interest-bearing deposits partly offset by the impact of decreases in the average yields on tax-exempt and taxable securities.securities and the impact of increases in the average rate paid on interest-bearing liabilities. The average volume of interest-earning assets for the first quarter ofthree months ended September 30, 2017 increased $2.1$1.3 billion, while the average volume of interest-earning assets during the nine months ended September 30, 2017 increased $1.7 billion compared to the same periodperiods in 2016. The increase in average earning assets during the first quarter ofthree months ended September 30, 2017, included a $797.0$1.1 billion increase in average loans, a $377.0 million increase in average tax-exempt securities, and a $592.1$161.3 million increase in average interest-bearing deposits partly offset by a $421.2 million decrease in average taxable securities. The increase in average earning assets during the nine months ended September 30, 2017, included an $821.8 million increase in average loans, a $459.5$648.9 million increase in average tax-exempt securities and a $384.9 million increase in average interest-bearing deposits andpartly offset by a $204.6$133.6 million increasedecrease in average taxable securities.
The net interest margin increased 620 basis points from 3.58%3.53% during the first quarter ofthree months ended September 30, 2016 to 3.64%3.73% during the first quarter ofthree months ended September 30, 2017 and increased 13 basis points from 3.56% during the nine months ended September 30, 2016 to 3.69% during the nine months ended September 30, 2017. The increaseincreases in the net interest margin wasduring the three and nine months ended September 30, 2017 were primarily due to an increaseincreases in the average yield on interest earning assets. The average yield on interest-earning assets increased 528 basis points from 3.63%3.57% during the first quarter ofthree months ended September 30, 2016 to 3.68%3.85% during the first quarter ofthree months ended September 30, 2017 and increased 17 basis points from 3.60% during the nine months ended September 30, 2016 to 3.77% during the nine months ended September 30, 2017. The increaseincreases in the average yield on interest earning assets wasduring the three and nine months ended September 30, 2017 were mostly due to increases in the average yields on interest-bearing deposits and loans. The average yield on interest-earning assets is primarily impacted by changes in market interest rates as well as changes in the volume and relative mix of interest-earning assets.

The average yield on loans increased 1632 basis points from 3.99%4.00% during the first quarternine months of 2016 to 4.15%4.32% during the first quarternine months of 2017. The average yield on loans was positively impacted by increases in market interest rates compared to the same period in 2016, as discussed above. The average volume of loans during the first quarternine months of 2017 increased $592.1$821.8 million, or 5.1%7.1%, compared to the first quarter ofsame period in 2016. Loans made up approximately 43.2%43.8% of average interest-earning assets during the first quarternine months of 2017 compared to 44.3%43.6% during the first quarter ofsame period in 2016.

The average yield on securities was 3.99%3.96% during the first quarternine months of 2017, decreasing 75 basis points from 4.06%4.01% during the first quarternine months of 2016. Despite the fact that the average yield on taxable securities decreased 1412 basis points from 2.10%2.02% during the first quarternine months of 2016 to 1.96%1.90% during the first quarternine months of 2017 and the average yield on tax-exempt securities decreased 1419 basis point from 5.58% during the first quarternine months of 2016 to 5.44%5.39% during the first quarternine months of 2017, the overall average yield on securities only decreased 75 basis points because of a higher proportion of average securities invested in higher yielding tax-exempt securities during 2017.the first nine months of 2017 compared to the same period in 2016. Tax exempt securities made up approximately 58.0%58.8% of total average securities during the first quarternine months of 2017, compared to 56.2%55.9% during the first quarter ofsame period in 2016. The average volume of total securities during the first quarternine months of 2017 increased $1.0 billion,$515.3 million, or 8.7%4.3%, compared to the same period in 2016. Securities made up approximately 44.8%44.1% of average interest-earning assets during the first quarternine months of 2017 compared to 44.5%45.1% during the first quarter ofsame period in 2016.
Average federal funds sold, resell agreements and interest-bearing deposits during the first quarternine months of 2017 increased $470.4$407.3 million compared to the same period in 2016.The increase in average federal funds sold, resell agreements and interest-bearing deposits was primarily related to growth in average deposits. Federal funds sold, resell agreements and interest-bearing deposits made up approximately 12.0%12.1% of average interest-earning assets during the first quarternine months of 2017 compared to 11.2%11.3% during the first quarter ofsame period in 2016. The combined average yield on federal funds sold, resell agreements and interest-bearing deposits was 0.84%1.07% during the first quarternine months of 2017 compared to 0.51% during the first quarter ofsame period in 2016. As discussed above, the effective federal funds rate increased from 0.50% to 0.75% in December 2016, and increased from 0.75% to 1.00% in March 2017 and increased from 1.00% to 1.25% in June 2017.
The average rate paid on interest-bearing liabilities was 0.13% during the first nine months of 2017, increasing 5 basis points from 0.08% during the both first quarter of 2017 and the first quarter ofsame period in 2016. Average deposits increased $1.9$1.5 billion during the first quarternine months of 2017 compared to the first quarter ofsame period in 2016. Average non-interest-bearing deposits for the first quarternine months of 2017 increased $666.9$832.2 million compared to the first quarter ofsame period in 2016, while average interest-bearing deposits for the first quarternine months of 2017 increased $1.2 billion$699.7 million compared to the first quarter ofsame period in 2016. The ratio of average interest-bearing deposits to total average deposits was 58.5%58.3% during the first quarternine months of 2017 compared to 58.0%59.1% during the first quarter ofsame period in 2016. The average cost of deposits is primarily impacted by changes in market interest rates as well as changes in the volume and relative mix of interest-bearing deposits. The average cost of interest-bearing deposits and total deposits was 0.09% and 0.05%, respectively, during the first nine months of 2017 compared to 0.05% and 0.03%, respectively, during both the first quarter of 2017 and the first quarternine months of 2016. The average cost of interest-bearing deposits remained flat overduring 2017 was impacted by the comparable periods asaforementioned increases in interest rates paid on most of our interest-bearing deposit products during the average cost of time accounts and public funds were offset by the impact of decreases in the relative proportions of these account types as well as the relative proportion of money market accounts to total interest-bearing deposits while the relative proportion of lower cost savings and interest checking accounts increased.third quarter.
Our net interest spread, which represents the difference between the average rate earned on earning assets and the average rate paid on interest-bearing liabilities, was 3.60%3.64% during the first quarternine months of 2017 compared to 3.55%3.52% during the first quarter ofsame period in 2016. The net interest spread, as well as the net interest margin, will be impacted by future changes in short-term and long-term interest rate levels, as well as the impact from the competitive environment. A discussion of the effects of changing interest rates on net interest income is set forth in Item 3. Quantitative and Qualitative Disclosures About Market Risk included elsewhere in this report.
Our hedging policies permit the use of various derivative financial instruments, including interest rate swaps, swaptions, caps and floors, to manage exposure to changes in interest rates. Details of our derivatives and hedging activities are set forth in Note 9 - Derivative Financial Instruments in the accompanying notes to consolidated financial statements included elsewhere in this report. Information regarding the impact of fluctuations in interest rates on our derivative financial instruments is set forth in Item 3. Quantitative and Qualitative Disclosures About Market Risk included elsewhere in this report.
Provision for Loan Losses
The provision for loan losses is determined by management as the amount to be added to the allowance for loan losses after net charge-offs have been deducted to bring the allowance to a level which, in management’s best estimate, is necessary to absorb inherent losses within the existing loan portfolio. The provision for loan losses totaled $8.0$11.0 million and $27.4 million for the first quarter ofthree and nine months ended September 30, 2017 compared to $28.5$5.0 million and $42.7 million for the first quarter ofthree and nine months ended September 30, 2016. See the section captioned “Allowance for Loan Losses” elsewhere in this discussion for further analysis of the provision for loan losses.

Non-Interest Income
The components of non-interest income were as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Trust and investment management fees$26,470
 $25,334
$27,493
 $26,451
 $81,690
 $77,806
Service charges on deposit accounts20,769
 20,364
20,967
 20,540
 62,934
 60,769
Insurance commissions and fees13,821
 15,423
10,892
 11,029
 34,441
 35,812
Interchange and debit card transaction fees5,574
 5,022
5,884
 5,435
 17,150
 15,838
Other charges, commissions and fees9,592
 9,053
10,493
 10,703
 29,983
 29,825
Net gain (loss) on securities transactions
 14,903
(4,867) (37) (4,917) 14,866
Other7,474
 6,044
10,753
 7,993
 25,114
 21,358
Total$83,700
 $96,143
$81,615
 $82,114
 $246,395
 $256,274
Total non-interest income for the three and nine months ended March 31,September 30, 2017 decreased $12.4$499 thousand, or 0.6% and decreased $9.9 million, or 12.9%3.9%, compared to the same periodperiods in 2016.2016, respectively. Excluding the impact of the net gain (loss) on securities transactions, in 2016, total non-interest income effectively increased $2.5$4.3 million, or 3.0%5.3%, and $9.9 million, or 4.1%, respectively, for the three and nine months ended March 31,September 30, 2017 compared to the same period in 2016. Changes in the various components of non-interest income are discussed in more detail below.
Trust and Investment Management Fees. Trust and investment management fees for the three and nine months ended March 31,September 30, 2017 increased $1.1$1.0 million, or 4.5%3.9%, and increased $3.9 million, or 5.0%, compared to the same periodperiods in 2016.2016, respectively. Investment fees are the most significant component of trust and investment management fees, making up approximately 84.2%83.5% and 82.0%81.6% of total trust and investment management fees for the first threenine months of 2017 and 2016, respectively. Investment and other custodial account fees are generally based on the market value of assets within a trust account. Volatility in the equity and bond markets impacts the market value of trust assets and the related investment fees.
The increase in trust and investment management fees during the three and nine months ended March 31,September 30, 2017 compared to the same period in 2016 was primarily the result of an increaseincreases in trust investment fees (up $1.5$1.6 million or 7.3%) partly offset by decreases in estate fees (down $212 thousand) and oil and gas fees (down $118 thousand)$4.7 million, respectively). The increase in trust investment fees during 2017 was due to higher average equity valuations and an increasevaluations. The increases in the number of accounts. The decreasetrust investment fees were partly offset by decreases in estate fees (down $212 thousand and $537 thousand during the three and nine months ended September 30, 2017, was related to a decrease in the aggregate value of estates settled compared to 2016. The decrease inrespectively) and oil and gas fees (down $294 thousand and $159 thousand during the three and nine months ended September 30, 2017, was related to decreased production.respectively).
At March 31,September 30, 2017, trust assets, including both managed assets and custody assets, were primarily composed of equity securities (48.5%(49.6% of assets), fixed income securities (39.3%(39.1% of assets) and cash equivalents (7.7%(6.9% of assets). The estimated fair value of these assets was $30.1$31.0 billion (including managed assets of $13.6$13.9 billion and custody assets of $16.5$17.2 billion) at March 31,September 30, 2017, compared to $29.3 billion (including managed assets of $13.4 billion and custody assets of $15.9 billion) at December 31, 2016 and $29.3$29.7 billion (including managed assets of $13.1$13.3 billion and custody assets of $16.2$16.4 billion) at March 31,September 30, 2016.
Service Charges on Deposit Accounts. Service charges on deposit accounts for the three months ended March 31,September 30, 2017 increased $405$427 thousand, or 2.0%2.1%, compared to the same period in 2016. The increase was primarily due to increases in consumer service charges (up $429 thousand) and overdraft/insufficient funds charges on consumer and commercial accounts (up $315 thousand and $62 thousand, respectively) partly offset by a decrease in commercial service charges (down $368 thousand). Service charges on deposit accounts for the nine months ended September 30, 2017 increased $2.2 million, or 3.6%, compared to the same period in 2016. The increase was primarily due to increases in overdraft/insufficient funds charges on consumer and commercial accounts (up $606$1.6 million and $361 thousand, respectively) and $130 thousand, respectively)consumer service charges (up $451 thousand) partly offset by a decrease in consumercommercial service charges (down $239$221 thousand). Overdraft/insufficient funds charges totaled $8.5$8.7 million ($6.66.8 million consumer and $2.0 million commercial) during the first quarter ofthree months ended September 30, 2017 compared to $7.8$8.4 million ($6.06.5 million consumer and $1.8$1.9 million commercial) during the same period in 2016. Overdraft/insufficient funds charges totaled $25.9 million ($20.0 million consumer and $5.9 million commercial) during the nine months ended September 30, 2017 compared to $23.9 million ($18.4 million consumer and $5.5 million commercial) during the same period in 2016.
Insurance Commissions and Fees. Insurance commissions and fees for the three months ended March 31,September 30, 2017 decreased $1.6 million,$137 thousand, or 10.4%1.2%, compared to the same period in 2016. The decrease was related to a decrease in contingent income (down $2.6$212 thousand) partly offset by an increase in commission income (up $75 thousand). Insurance commissions and fees for the nine months ended September 30, 2017 decreased $1.4 million, or 3.8%, compared to the same period in 2016. The decrease was

related to a decrease in contingent income (down $2.7 million) partly offset by an increase in commission income (up $1.0$1.3 million). Insurance commissions and fees include contingent income totaling $2.4$358 thousand and $3.4 million during the three and nine months ended March 31,September 30, 2017, respectively, and $5.0$570 thousand and $6.1 million during the same periods in 2016. Contingent income primarily consists of amounts received from various property and casualty insurance carriers related to the loss performance of insurance policies previously placed. These performance related contingent payments are seasonal in nature and are mostly received during the first quarter of each year, andyear. This performance related contingent income totaled $1.7$2.1 million and $4.4$4.6 million during the threenine months ended March 31,September 30, 2017 and 2016, respectively. The decrease in performance related contingent income during 2017 was primarily related to a lack of growth within the portfolio and a deterioration in the loss performance of insurance policies previously placed. Contingent income also includes amounts received from various benefit plan insurance companies related to the volume of business generated and/or the subsequent retention of such business. This benefit plan related contingent income totaled $634$311 thousand and $644 thousand$1.3 million during the three and nine months ended March 31,September 30, 2017 and 2016, respectively.$417 thousand and $1.5 million during the three and nine months ended September 30, 2016. The increaseincreases in commission income

was during the three and nine months ended September 30, 2016 were primarily related to increases in benefit plan commissions due to increased business volumes partly offset by decreases in commissions on property and casualty commissions and consulting fees.policies.
Interchange and Debit Card Transaction Fees. Interchange fees, or “swipe” fees, are charges that merchants pay to us and other card-issuing banks for processing electronic payment transactions. Interchange and debit card transaction fees consist of income from check card usage, point of sale income from PIN-based debit card transactions and ATM service fees. Interchange and debit card transaction fees for the three and nine months ended March 31,September 30, 2017 increased $552$449 thousand, or 11.0%8.3%, and $1.3 million, or 8.3%, compared to the same period in 2016three and nine months ended September 30, 2016. The increases were primarily due to increases in income from debit card transactions (up $399 thousand)$381 thousand and income from$1.0 million for the three and nine months ended September 30, 2017, respectively) and ATM service fees (up $153 thousand)$68 thousand and $267 thousand for the three and nine months ended September 30, 2017, respectively). The increases were primarily related to increased transaction volumes.
Federal Reserve rules applicable to financial institutions that have assets of $10 billion or more provide that the maximum permissible interchange fee for an electronic debit transaction is the sum of 21 cents per transaction and 5 basis points multiplied by the value of the transaction. An upward adjustment of no more than 1 cent to an issuer's debit card interchange fee is allowed if the card issuer develops and implements policies and procedures reasonably designed to achieve certain fraud-prevention standards. The Federal Reserve also has rules governing routing and exclusivity that require issuers to offer two unaffiliated networks for routing transactions on each debit or prepaid product.
Other Charges, Commissions and Fees. Other charges, commissions and fees for the three months ended March 31,September 30, 2017 decreased $210 thousand, or 2.0%, compared to the same period in 2016. The decrease included decreases in human resources consulting fee income (down $160 thousand) and income from corporate finance and capital market advisory services (down $109 thousand), among other things. These items were partly offset by an increase in income related to the sale of mutual funds (up $128 thousand), among other things. Other charges, commissions and fees for the nine months ended September 30, 2017 increased $539$158 thousand, or 6.0%0.5%, compared to the same period in 2016. The increase included increases in income related to the sale of mutual funds (up $458$911 thousand) and loan processingwire transfer fees (up $397$235 thousand), among other things. These increasesitems were partly offset by a decreasedecreases in human resources consulting fee income related to the sale of annuities (down $247$486 thousand) and income from corporate finance and capital market advisory services (down $476 thousand), among other things. FluctuationsHuman resources consulting fee income decreased as we no longer provide these services. Changes in the other aforementioned itemscategories of other charges, commissions and fees were due to fluctuations in business volumes.
Net Gain/Loss on Securities Transactions. During the nine months ended September 30, 2017, we sold certain available-for-sale U.S Treasury securities with an amortized cost totaling $8.2 billion and realized a net loss of $50 thousand on those sales. The sales were primarily related to securities purchased during 2017 and subsequently sold in connection with our tax planning strategies related to the Texas franchise tax. The gross proceeds from the sales of these securities outside of Texas are included in total revenues/receipts from all sources reported for Texas franchise tax purposes, which results in a reduction in the overall percentage of revenues/receipts apportioned to Texas and subjected to taxation under the Texas franchise tax. We did not realize any gains or losses on securities transactionsalso sold, during the threethird quarter of 2017, certain other available-for-sale U.S. Treasury securities with an amortized cost totaling $751.4 million and realized a net loss of $4.9 million on those sales. These securities were sold with the intent to reinvest the sales proceeds in higher yielding debt securities and other investments.
During the nine months ended March 31, 2017. During the three months ended March 31,September 30, 2016, we sold certain available-for sale U.S. Treasury securities with an amortized cost totaling $8.0 billion and realized a net loss of $37 thousand on those sales. The sales were primarily related to securities purchased during 2016 and subsequently sold in connection with our aforementioned tax planning strategies related to the Texas franchise tax. We also sold certain other available-for-sale U.S. Treasury securities with an amortized cost totaling $749.5 million and realized a net gain of $2.8 million on those sales. The securities sold were due to mature during 2016. Most of the proceeds from the sale of these securities were reinvested into U.S. Treasury securities having comparable yields, but longer-terms. As more fully discussed in Note 2 - Securities in our 2016 Form 10-K, duringDuring the first quarter ofnine months ended September 30, 2016, we also sold certain municipal securities that were classified as both available for

sale and held to maturity due to a significant deterioration in the creditworthiness of the issuers. These securities had a total amortized cost of $431.4 million and we realized a gain of $12.1 million on those sales. Refer to our 2016 Form 10-K for additional information related to these sales.
Other Non-Interest Income. Other non-interest income for the three months ended March 31,September 30, 2017 increased $1.4$2.8 million, or 23.7%34.5%, compared to the same period in 2016. The increase was primarily related to increases in sundry and other miscellaneous income (up $735 thousand), public finance underwriting fees (up $556 thousand)$1.1 million), income from customer foreign currency transactionsderivative and trading activities (up $125$935 thousand) and, gains on the sale of foreclosed and other assets (up $117$724 thousand) and income from customer foreign currency transactions (up $248 thousand). Sundry and other miscellaneous income during the three months ended September 30, 2017 included $1.2 million related to the collection of amounts charged-off by Western National Bank prior to our acquisition and $426 thousand related to recoveries of prior write-offs, among other things, while sundry and other miscellaneous income during the same period in 2016 included $453 thousand related to recoveries of prior write-offs, among other things. The fluctuations in income from customer derivative and trading activities and income from customer foreign currency transactions were primarily related to changes in business volumes. During the third quarter of 2017, gains on the sale of foreclosed and other assets included $700 thousand related to amortization of the deferred gain on our headquarters building, which we sold in December 2016.
Other non-interest income for the nine months ended September 30, 2017 increased $3.8 million, or 17.6%, compared to the same period in 2016. The increase was primarily related to increases in gains on the sale of foreclosed and other assets (up $1.5 million), sundry and other miscellaneous income (up $1.5 million), income from customer foreign currency transactions (up $497 thousand) and income from customer derivative and trading activities (up $422 thousand), among other things, partly offset by decreases in lease rental income (down $137$384 thousand) and income from customer derivative and trading activitiesearnings on the cash surrender value of life insurance policies (down $121$311 thousand)., among other things. Sundry income during the nine months ended September 30, 2017 included $758the aforementioned $1.2 million related to the collection of amounts charged-off by Western National Bank prior to our acquisition, $864 thousand related to the settlement of a non-solicitation agreement and $115$541 thousand related to recoveries of prior write-offs among other things, while sundry and other miscellaneous income during the recoverysame period in 2016 included $1.1 million related to recoveries of a prior write-off.write-offs, among other things. The fluctuations in public finance underwriting fees, income from customer foreign currency transactions and income from customer derivative and trading activities were primarily related to changes in business volumes. During the first nine months of 2017, gains on the sale of foreclosed and other assets included $795 thousand$2.2 million related to amortization of the aforementioned deferred gain on our headquarters building, which we sold in December 2016. During the first quarter of 2016, gains on the sale of foreclosed and other assets include $666 thousand related to the sale of a branch facility.building.
Non-Interest Expense
The components of non-interest expense were as follows:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Salaries and wages$82,512
 $79,297
$84,388
 $79,411
 $247,895
 $236,814
Employee benefits21,625
 20,305
17,730
 17,844
 57,553
 55,861
Net occupancy19,237
 17,187
19,391
 18,202
 57,781
 53,631
Furniture and equipment17,990
 17,517
18,743
 17,979
 54,983
 53,474
Deposit insurance4,915
 3,657
4,862
 4,558
 15,347
 12,412
Intangible amortization458
 664
405
 586
 1,301
 1,869
Other41,178
 40,532
41,304
 41,925
 127,929
 125,048
Total$187,915
 $179,159
$186,823
 $180,505
 $562,789
 $539,109
Total non-interest expense for the three and nine months ended March 31,September 30, 2017 increased $8.8$6.3 million, or 4.9%3.5% and $23.7 million, or 4.4%, compared to the same periods in 2016. Changes in the various components of non-interest expense are discussed below.
Salaries and Wages. Salaries and wages for the three and nine months ended March 31,September 30, 2017 increased $3.2$5.0 million, or 4.1%6.3%, and $11.1 million, or 4.7%, compared to the same periodperiods in 2016. The increase was primarily related to an increase in salaries, due to an increase in the number of employees and normal annual merit and market increases, as well an increaseas increases in stock compensation expense.and incentive compensation. Salaries and wages during the three and nine months ended September 30, 2017 also included approximately $1.2 million in severance expense primarily related to the closure of certain branch locations.
Employee Benefits. Employee benefits expense for the three months ended March 31,September 30, 2017 decreased $114 thousand, or 0.6%, compared to the same period in 2016. The decrease was primarily due to decreases in medical insurance expense (down $502 thousand), expenses related to our defined benefit retirement plans (down $302 thousand) and other employee benefits (down $120 thousand) partly offset by an increase in expenses related to our 401(k) and profit sharing plans (up $851 thousand). Employee

benefits expense for the nine months ended September 30, 2017 increased $1.3$1.7 million, or 6.5%3.0%, compared to the same period in 2016. The increase was primarily due to increases in payroll taxes (up $896 thousand), expenses related to our 401(k) and profit sharing plans (up $592 thousand) medical insurance expense$1.6 million) and payroll taxes (up $260 thousand),$1.1 million) partly offset by a decrease in expenses related to our defined benefit retirement plans (down $287 thousand)$1.1 million).
During the first quarter ofthree and nine months ended September 30, 2017, we recognized a combined net periodic pension expense of $125 thousand and $376 thousand, respectively, related to our defined benefit retirement plans compared to a combined net periodic pension expense of $412$427 thousand and $1.4 million during the first quartersame periods in 2016. Net periodic pension expense during the nine months ended September 30, 2016 included $187 thousand in supplemental executive retirement plan (“SERP”) settlement costs related to the retirement of 2016.a former executive officer. Our defined benefit retirement and restoration plans were frozen effective as of December 31, 2001 and were replaced by a profit sharing plan. Management believes these actions helped to reduce the volatility in retirement plan expense. However, we still have funding obligations related to the defined benefit and restoration plans and could recognize retirement expense related to these plans in future years, which would be dependent on the return earned on plan assets, the level of interest rates and employee turnover.
Net Occupancy. Net occupancy expense for the three and nine months ended March 31,September 30, 2017 increased $2.1$1.2 million, or 11.9%6.5%, and $4.2 million, or 7.7%, compared to the same periodperiods in 2016. The increase during the three months ended September 30, 2017 was primarily related to increases in lease expense (up $1.1 million), repairs and maintenance/service contracts expense (up $443$782 thousand), property taxes (up $338 thousand), utilities expense (up $140 thousand) and depreciation on leasehold improvements (up $293 thousand) and utilities expense (up $275$125 thousand) partly offset by a decrease in building depreciation (down $389$372 thousand). The increase during the nine months ended September 30, 2017 was primarily related to increases in lease expense (up $2.6 million), property taxes (up $1.0 million), depreciation on leasehold improvements (up $604 thousand), repairs and maintenance/service contracts expense (up $535 thousand) and utilities expense (up $336 thousand) partly offset by a decrease in building depreciation (down $1.1 million). The increases in lease expense and the decreasedecreases in building depreciation during the reported periods were primarily related to the sale and lease back of our headquarters building in December 2016, as more fully discussed in our 2016 Form 10-K.
Furniture and Equipment. Furniture and equipment expense for the three and nine months ended March 31,September 30, 2017 increased $473$764 thousand, or 2.7%4.2%, and $1.5 million, or 2.8%, compared to the same periodperiods in 2016. The increase wasincreases were primarily related to increases in software maintenance (up $974 thousand and $2.3 million for the three and nine months ended September 30, 2017, respectively) and depreciation on furniture and equipment (up $756 thousand)$198 thousand and software maintenance (up $644 thousand)$1.4 million for the three and nine months ended September 30, 2017, respectively) partly offset by decreasesa decrease in equipment rental expense (down $589 thousand)$576 thousand and software amortization$1.6 million for the three and nine months ended September 30, 2017, respectively), and, for the nine months ended September 30, 2017, a decrease in service contracts (down $229$413 thousand), among other things.
Deposit Insurance. Deposit insurance expense totaled $4.9 million for the three months ended March 31, 2017 compared to $3.7and $15.3 million for the three and nine months ended March 31,September 30, 2017 compared to $4.6 million and $12.4 million for the three and nine months ended September 30, 2016. TheDeposit insurance expense was impacted by an increase was related toin assets and, during the nine-months ended September 30, 2017, an increase in the overall assessment rate and an increase in assets.rate. The increase in the assessment rate was partly related to a new surcharge that became applicable during the third quarter of 2016. In August 2016, the Federal Deposit Insurance Corporation (“FDIC”) announced that the Deposit Insurance Fund (“DIF”) reserve ratio had surpassed 1.15% as of June 30, 2016. As a result, beginning in the third quarter of 2016, the range of initial assessment rates for all institutions was adjusted downward and institutions with $10 billion or more in assets were assessed a quarterly surcharge. The quarterly surcharge will continue to be assessed until such time as the reserve ratio reaches the statutory minimum of 1.35% required by the Dodd-Frank Wall Street Reform and Consumer Protection Act.
Intangible Amortization. Intangible amortization is primarily related to core deposit intangibles and, to a lesser extent, intangibles related to customer relationships and non-compete agreements. Intangible amortization for the three and nine months ended March 31,September 30, 2017 decreased $206$181 thousand, or 31.0%30.9%, and $568 thousand, or 30.4%, respectively, compared to the same periodperiods in 2016. The decrease in amortization was primarily related to the completion of amortization of certain previously recognized intangible assets as well as a reduction in the annual amortization rate of certain previously recognized intangible assets as we use an accelerated amortization approach which results in higher amortization rates during the earlier years of the useful lives of intangible assets.
Other Non-Interest Expense. Other non-interest expense for the three months ended March 31,September 30, 2017 increased $646decreased $621 thousand, or 1.6%1.5%, compared to the same period in 2016. The decrease included decreases in check card expense (down $1.2 million), sundry and other miscellaneous expense (down $711 thousand), regulatory examination fees (down $198 thousand) and losses on the sale/write-down of foreclosed and other assets (down $170 thousand). These items were partly offset by increases in guard services expense (up $580 thousand), the provision for losses on unfunded loan commitments (up$250 thousand), business development expenses (up $207 thousand), point-of-sale related expenses (up $205 thousand), platform fees associated with our managed mutual funds (up $198 thousand) and travel/meals and entertainment expense (up $194 thousand), among other things. Other non-interest expense for the nine months ended September 30, 2017 increased

$2.9 million, or 2.3%, compared to the same period in 2016. The increase included increases in professionalguard services expense (up $422$1.1 million), fraud losses (up $924 thousand), guard servicetravel/meals and entertainment expense (up $349$828 thousand), advertising/promotions expense (up $688 thousand) and sundry and other miscellaneousoutside computer services expense (up $291$760 thousand), among other things. These items were partly offset by a decrease in fraud losses, primarily check card related,expense (down $825 thousand)$1.8 million), among other things. Guard services expense during the three and nine months ended September 30, 2017 was impacted by the effects of hurricane Harvey during the third quarter. The increase in fraud losses was primarily related to check cards, ATMs and checks.

Results of Segment Operations
Our operations are managed along two primary operating segments: Banking and Frost Wealth Advisors. A description of each business and the methodologies used to measure financial performance is described in Note 16 - Operating Segments in the accompanying notes to consolidated financial statements included elsewhere in this report. Net income (loss) by operating segment is presented below:
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Banking$80,869
 $65,967
$88,368
 $76,347
 $250,766
 $210,454
Frost Wealth Advisors5,294
 4,152
6,417
 4,797
 17,990
 13,809
Non-Banks(1,222) (1,303)(1,654) (925) (5,131) (3,721)
Consolidated net income$84,941
 $68,816
$93,131
 $80,219
 $263,625
 $220,542
Banking
Net income for the three and nine months ended March 31,September 30, 2017 increased $14.9$12.0 million, or 22.6%15.7%, and $40.3 million, or 19.2%, compared to the same periodperiods in 2016. The increase during the three months ended March 31,September 30, 2017 was primarily the result of a $20.5$24.0 million increase in net interest income and a $1.8 million decrease in income tax expense partly offset by a $6.1 million increase in non-interest expense, a $5.9 million increase in the provision for loan losses and a $1.8 million decrease in non-interest income. The increase during the nine months ended September 30, 2017 was primarily the result of a $65.0 million increase in net interest income and a $15.4 million decrease in the provision for loan losses and a $17.6 million increase in net interest income partly offset by a $13.9$20.2 million increase in non-interest expense, a $15.4 million decrease in non-interest income a $7.8 million increase in non-interest expense and a $1.4$4.5 million increase in income tax expense.
Net interest income for the three and nine months ended March 31,September 30, 2017 increased $17.6$24.0 million, or 9.3%12.5%, and $65.0 million, or 11.4%, compared to the same periodperiods in 2016. Taxable-equivalent net interest income for the first quarternine months of 2017 included 90273 days compared to 91274 days for the same period in 2016 as a result of the leap year. The additional day added approximately $1.5 million to taxable-equivalent net interest income during the first quarternine months of 2016. Despite the effect of this additional day during 2016, net interest income during the three and nine months ended March 31,September 30, 2017 increased as a resultdue to the impact of increases in the average volume of tax-exempt securities, loans and loansinterest-bearing deposits as well as increases in the average yields on loans and interest-bearing deposits partly offset by the impact of decreases in the average yields on tax-exempt and taxable securities.securities combined with the impact of increases in the average rate paid on interest-bearing liabilities. See the analysis of net interest income included in the section captioned “Net Interest Income” included elsewhere in this discussion.
The provision for loan losses for the three and nine months ended March 31,September 30, 2017 totaled $8.0$11.0 million and $27.4 million compared to $28.5$5.0 million and $42.7 million for the same periodperiods in 2016. See the analysis of the provision for loan losses included in the section captioned “Allowance for Loan Losses” included elsewhere in this discussion.
Non-interest income for the three months ended March 31,September 30, 2017 decreased $13.9$1.8 million, or 20.9%3.5%, while non-interest income for the nine months ended September 30, 2017 decreased $15.4 million, or 9.2%, compared to the same periodperiods in 2016. The decrease was primarily related toBoth the three and nine months ended September 30, 2017 included a decrease in the net gainloss on securities transactions and,of $4.9 million compared to a lesser extent,net loss of $37 thousand during the three months ended September 30, 2016 and a decreasenet gain of $14.9 million during the nine months ended September 30, 2016. See the analysis of these net gains and losses included in insurance commissionsthe section captioned “Net Gain/Loss on Securities Transactions” included elsewhere in this discussion. Excluding the impact of the net gains or losses on securities transactions, total non-interest income during the three and fees. The decreasenine months ended September 30, 2017 effectively increased $3.0 million, or 5.9%, and $4.4 million, or 2.9%, respectively compared to the same periods in 2016 primarily due to these items was partly offset by increases in other non-interest income, service charges on deposit accounts and interchange and debit card transactiontransactions fees partly offset by decreases in insurance commissions and fees and other charges, commissions and fees. During 2016,The increases in other non-interest income for the net gainthree and nine months ended September 30, 2017 were primarily related to increases in gains on securities transactions totaled $14.9 million, which resulted from the sale of certain municipal securities as a resultforeclosed and other assets, sundry and other miscellaneous income, income from customer foreign currency transactions and income from customer derivative and trading activities, among other things, partly offset by decreases in lease rental income and earnings on the cash surrender value of a significant deterioration inlife insurance policies, among other things. Sundry income during the creditworthinessthree and nine months ended September 30, 2017 included $1.2 million related to the collection of the issuers andamounts charged-off by Western National Bank prior to our acquisition,

among other things. Gains on the sale of certain U.S. Treasury securities.foreclosed and other assets during 2017 included the amortization of the deferred gain on our headquarters building, which we sold in December 2016. The increase in service charges on deposit accounts during the three and nine months ended September 30, 2017 were primarily due to increases in overdraft/insufficient funds charges on consumer and commercial accounts and consumer service charges partly offset by decreases in commercial service charges. The increase in interchange and debit card transactions fees during the three and nine months ended September 30, 2017 were primarily due to increases in income from debit card transactions and ATM service fees. The increases were primarily related to increased transaction volumes. The decrease in insurance commissions and fees was dueduring the three and nine months ended September 30, 2017 were related to a decreasedecreases in contingent income, resulting fromprimarily related to a lack of growth within the portfolio and a deterioration in the loss performance of insurance policies previously placed, partly offset by an increaseincreases in commission income, related to benefit plans. The increase in other non-interest income was primarily related to increases in sundry and other miscellaneous income and public finance underwriting fees. The increase in interchange and debit card transaction fees was primarilybenefit plan commissions due to increases in income from debit card transactions and ATM service fees related to increased transactionbusiness volumes. The increasedecrease in other charges, commissions and fees during the three and nine months ended September 30, 2017 was primarily relateddue to decreases in human resources consulting fee income and income from corporate finance and capital market advisory services, among other things, partly offset by increases in wire transfer fees, and for the nine months ended September 30, 2017, an increase in loan processing fees, among other things. See the analysis of these categories of non-interest income included in the section captioned “Non-Interest Income” included elsewhere in this discussion.
Non-interest expense for the three and nine months ended March 31,September 30, 2017 increased $7.8$6.1 million, or 5.2%4.0%, and $20.2 million, or 4.4%, compared to the same periodperiods in 2016. The increase during the three months ended March 31,September 30, 2017 was primarily related to increases in salaries and wages, other non-interest expense and furniture and equipment expense. The increase during the nine months ended September 30, 2017 was primarily related to increases in salaries and wages, other non-interest expense, deposit insurance expense, employee benefits and net occupancy.furniture and equipment expense. The increaseincreases in salaries waswere primarily due to an increaseincreases in the number of employees and normal annual merit and market increases, as well as an increaseincreases in stock compensation expense.and incentive compensation. The increaseincreases in other non-interest expense waswere primarily related to increases in professionalguard services expense, guard service expense and sundry and other miscellaneous expense and travel/meals and entertainment, among other things,things. Guard services expense during the three and nine months ended September 30, 2017 was impacted by the effects of hurricane Harvey during the third quarter. The increases in furniture and equipment expense were primarily related to increases in software maintenance and depreciation on furniture and equipment partly offset by a decrease in fraud losses.equipment rental expense, among other things. The increase in deposit insurance expense during the nine months ended September 30, 2017 was related to an increase in the assessment rate due to a new quarterly surcharge which began in the third quarter of 2016 and an increase in assets. The increase in employee benefits expenseduring the nine months ended September 30, 2017 was primarily due to increases in payroll taxes and expenses related to our 401(k) and profit sharing plans and medical insurance expense partly offset by a decrease in expenses related to our defined benefit retirement plans. The increase in net occupancy expense was primarily related to increases in lease expense, repairs and maintenance/service contracts expense, property taxes, depreciation on leasehold improvements and utilities expense partly offset by a decrease in building depreciation. The increase in lease expense and the decrease in building depreciation

were related to the sale and lease back of our headquarters building in December 2016, as more fully discussed in our 2016 Form 10-K. See the analysis of these categories of non-interest expense included in the section captioned “Non-Interest Expense” included elsewhere in this discussion.
Frost Insurance Agency, which is included in the Banking operating segment, had gross commission revenues of $14.0$10.9 million and $34.6 million during the three and nine months ended March 31,September 30, 2017 and $15.6$11.0 million and $35.9 million during the three and nine months ended March 31,September 30, 2016. The decrease wasdecreases were primarily related to decreases in contingent commissions, property and casualty commissions and consulting fees partly offset by an increaseincreases in benefit plan commissions. See the analysis of insurance commissions and fees included in the section captioned “Non-Interest Income” included elsewhere in this discussion.
Frost Wealth Advisors
Net income for the three and nine months ended March 31,September 30, 2017 increased $1.1$1.6 million, or 27.5%33.8% and $4.2 million, or 30.3%, compared to the same periodperiods in 2016. The increase during the three months ended March 31,September 30, 2017 was primarily due to a $1.5$1.7 million increase in net interest income and a $1.4$1.3 million increase in non-interest income partly offset by an $873 thousand increase in income tax expense and a $1.1$500 thousand increase in non-interest expense. The increase during the nine months ended September 30, 2017 was primarily due to a $5.4 million increase in non-interest income and a $5.0 million increase in net interest income partly offset by a $3.9 million increase in non-interest expense and a $615 thousand$2.3 million increase in income tax expense.
Net interest income for the three and nine months ended September 30, 2017 increased $1.5$1.7 million, or 63.6%57.0%, and $5.0 million, or 64.5%, compared to the same periodperiods in 2016. The increase wasincreases were primarily due to an increase in the funds transfer price received for funds provided related to Frost Wealth Advisors' repurchase agreements and an increaseincreases in the average volume of funds provided.
Non-interest income for the three and nine months ended March 31,September 30, 2017 increased $1.4$1.3 million, or 4.8%4.3%, and $5.4 million, or 6.0%, compared to the same periodperiods in 2016. The increaseincreases in non-interest income during the three and nine months ended March 31,September 30, 2017 waswere primarily related to increases in trust and investment management fees and other charges, commissions and fees. Trust and investment management fee income is the most significant income component for Frost Wealth Advisors. Investment fees are the most significant component of trust and investment management fees, making up approximately 84.2%83.5% of total trust and investment management fees for the first threenine months of 2017. Investment and other custodial account fees are

generally based on the market value of assets within a trust account. Volatility in the equity and bond markets impacts the market value of trust assets and the related investment fees. The increaseincreases in trust and investment management fees during the three and nine months ended March 31,September 30, 2017 compared to the same periodperiods in 2016 waswere primarily the result of an increaseincreases in trust investment fees partly offset by decreases in estate fees and oil and gas fees. The increase in trust investment fees during 2017 was due to higher average equity valuations and an increase in the number of accounts. The decrease in estate fees was related to a decrease in the aggregate value of estates settled compared to 2016. The decrease in oil and gas fees was related to decreased production. The increase in other charges, commissions and fees during the three and nine months ended March 31,September 30, 2017 was primarily due to an increaseincreases in income related to the sale of mutual funds partly offset by a decrease in income related to the sale of annuities.funds. See the analysis of trust and investment management fees and other charges, commissions and fees included in the section captioned “Non-Interest Income” included elsewhere in this discussion.
Non-interest expense for the three and nine months ended March 31,September 30, 2017 increased $1.1$500 thousand, or 1.9%, and $3.9 million, or 4.4%5.1%, compared to the same periodperiods in 2016. The increase wasincreases during the three and nine months ended September 30, 2017 were primarily related to increases in net occupancy expense, and salaries and wages and employee benefits partly offset by a decreasedecreases in other non-interest expense. The increase in net occupancy expense and decrease in other non-interest expense were related to a change in the way we allocate occupancy expenses among our operating segments. Beginning in 2017, operating segments receive a direct charge for occupancy expense based upon cost centers within the segment. Such amounts are now reported as occupancy expense. Previously, these costs were included within the allocated overhead and reported as a component of other non-interest expense. The increases in salaries and wages during the three and nine months ended March 31,September 30, 2017 waswere primarily related to an increaseincreases in the number of employees and normal annual merit and market increases. The increases in employee benefits expense during the three and an increasenine months ended September 30, 2017 were primarily related to increases in stock compensationpayroll taxes, expenses related to our defined benefit retirement plans and medical insurance expense.
Non-Banks
The Non-Banks operating segment had a net loss of $1.2$1.7 million and $5.1 million for the three and nine months ended March 31,September 30, 2017, respectively, compared to a net loss of $1.3$925 thousand and $3.7 million for the same periodperiods in 2016. The decreaseincreases in net loss during the three and nine months ended March 31,September 30, 2017 waswere primarily due to a $188 thousand decrease in non-interest expense, a $78 thousand increase in non-interest income and a $54 thousand increase in income tax benefit partly offset by a $239 thousand increaseincreases in net interest expense primarily relateddue to an increase in the interest rates paid on our long-term borrowings.

Income Taxes
We recognized income tax expense of $11.4$9.9 million and $35.1 million, for an effective tax rate of 9.6% and 11.8% for the three and nine months ended March 31,September 30, 2017 compared to $9.4$10.9 million and $28.6 million, for an effective tax rate of 12.0%11.9% and 11.5% for the three and nine months ended March 31,September 30, 2016. The effective income tax rates differed from the U.S. statutory federal income tax rate of 35% during the comparable periods primarily due to the effect of tax-exempt income from loans, securities and life insurance policies and the income tax effects associated with stock-based compensation. The decrease in income tax expense and the effective tax rate during the three months ended September 30, 2017 compared to the same period in 2016 was primarily related to the correction of an over-accrual of taxes that resulted from incorrectly classifying certain tax-exempt loans as taxable for federal income tax purposes since 2013. As a result, we recognized tax benefits totaling $3.7 million, which included $2.9 million related to the 2013 through 2016 tax years and $756 thousand related to the first and second quarters of 2017. The increase in income tax expense and the effective tax rate during the nine months ended September 30, 2017 was primarily related to an increase in total income with a higher proportion of taxable income relative to tax-exempt income, partly offset by the effect of the aforementioned tax benefits related to tax-exempt loans. Excluding the effect of the corrections related to tax-exempt loan interest, our effective tax rates would have been 13.2% and 12.7% for the three and nine months ended September 30, 2017, respectively.
Excluding the deferred tax effects related to other comprehensive income, net deferred tax assets totaled $59.9 million at September 30, 2017. This amount is based upon the current statutory federal income tax benefits realizedrate of 35%. There have been recent legislative proposals to reduce the statutory federal income tax rate. While there can be no assurance that a reduction will ultimately occur, any such reduction in connectionthe statutory federal income tax rate would impact the carrying value of our net deferred tax assets with stock-based compensation awards.a corresponding charge to income tax expense.

Average Balance Sheet
Average assets totaled $30.1$30.2 billion for the threenine months ended March 31,September 30, 2017 representing an increase of $2.1$1.7 billion, or 7.3%6.1%, compared to average assets for the same period in 2016. The growth in average assets was primarily funded by deposit growth, an increase in average federal funds purchased and repurchase agreements and earnings retention. The increase was primarily reflected in earning assets, which increased $2.1$1.7 billion, or 8.0%6.6%, during the first threenine months of 2017 compared to the same period ofin 2016. The increase in earning assets included an $821.8 million increase in average loans, a $797.0$648.9 million increase in average tax-exempt securities, and a $592.1 million increase in average loans, a $459.5$384.9 million increase in average interest-bearing deposits andpartly offset by a $204.6$133.6 million increasedecrease in average taxable securities. Average deposit growth included a $1.2 billion increase in interest-bearing deposit accounts and a $666.9an $832.2 million increase in non-interest bearing deposits.deposits and a $699.7 million increase in interest-bearing deposit accounts. Average non-interest bearing deposits made up 41.5%41.7% and 42.0%40.9% of average total deposits during the first threenine months of 2017 and 2016, respectively.
Loans
Loans were as follows as of the dates indicated:
March 31,
2017
 
Percentage
of Total
 December 31,
2016
 
Percentage
of Total
September 30,
2017
 
Percentage
of Total
 December 31,
2016
 
Percentage
of Total
Commercial and industrial$4,402,276
 36.2% $4,344,000
 36.3%$4,677,923
 36.8% $4,344,000
 36.3%
Energy:              
Production982,266
 8.0
 971,767
 8.1
1,094,927
 8.6
 971,767
 8.1
Service204,797
 1.7
 221,213
 1.8
159,893
 1.3
 221,213
 1.8
Other175,493
 1.5
 193,081
 1.7
132,240
 1.0
 193,081
 1.7
Total energy1,362,556
 11.2
 1,386,061
 11.6
1,387,060
 10.9
 1,386,061
 11.6
Commercial real estate:              
Commercial mortgages3,602,100
 29.6
 3,481,157
 29.1
3,714,172
 29.2
 3,481,157
 29.1
Construction1,063,894
 8.7
 1,043,261
 8.7
1,082,229
 8.5
 1,043,261
 8.7
Land322,790
 2.6
 311,030
 2.6
307,701
 2.4
 311,030
 2.6
Total commercial real estate4,988,784
 40.9
 4,835,448
 40.4
5,104,102
 40.1
 4,835,448
 40.4
Consumer real estate:              
Home equity loans346,632
 2.8
 345,130
 2.9
357,542
 2.8
 345,130
 2.9
Home equity lines of credit269,813
 2.2
 264,862
 2.2
288,981
 2.3
 264,862
 2.2
Other332,531
 2.7
 326,793
 2.7
367,948
 2.9
 326,793
 2.7
Total consumer real estate948,976
 7.7
 936,785
 7.8
1,014,471
 8.0
 936,785
 7.8
Total real estate5,937,760
 48.6
 5,772,233
 48.2
6,118,573
 48.1
 5,772,233
 48.2
Consumer and other483,053
 4.0
 473,098
 3.9
522,748
 4.2
 473,098
 3.9
Total loans$12,185,645
 100.0% $11,975,392
 100.0%$12,706,304
 100.0% $11,975,392
 100.0%
Loans increased $210.3$730.9 million, or 1.8%6.1%, compared to December 31, 2016. The majority of our loan portfolio is comprised of commercial and industrial loans, energy loans and real estate loans. Commercial and industrial loans made up 36.2%36.8% and 36.3% of total loans at March 31,September 30, 2017 and December 31, 2016, respectively, while energy loans made up 11.2%10.9% and 11.6% of total loans, respectively, and real estate loans made up 48.6%48.1% and 48.2% of total loans, respectively, at those dates. Real estate loans include both commercial and consumer balances. Selected details related to our loan portfolio segments are presented below. Refer to our 2016 Form 10-K for a more detailed discussion of our loan origination and risk management processes.
Commercial and industrial. Commercial and industrial loans increased $58.3$333.9 million, or 1.3%7.7%, during the first quarternine months of 2017. Our commercial and industrial loans are a diverse group of loans to small, medium and large businesses. The purpose of these loans varies from supporting seasonal working capital needs to term financing of equipment. While some short-term loans may be made on an unsecured basis, most are secured by the assets being financed with collateral margins that are consistent with our loan policy guidelines. The commercial and industrial loan portfolio also includes commercial leases and purchased shared national credits ("SNC"s).

Energy. Energy loans include loans to entities and individuals that are engaged in various energy-related activities including (i) the development and production of oil or natural gas, (ii) providing oil and gas field servicing, (iii) providing energy-related transportation services (iv) providing equipment to support oil and gas drilling (v) refining petrochemicals, or (vi) trading oil, gas and related commodities. Energy loans decreased $23.5 million,increased $999 thousand, or 1.7%0.1%, during the first quarternine months of 2017 compared to December 31, 2016. The decreaseincrease was primarily related to an increase in production loans mostly offset by decreases in service and other loans. The average loan size, the significance of the portfolio and the specialized nature of the energy industry requires a highly

prescriptive underwriting policy. Exceptions to this policy are rarely granted. Due to the large borrowing requirements of this customer base, the energy loan portfolio includes participations and purchased shared national credits.SNCs.
Purchased Shared National Credits. Purchased shared national credits are participations purchased from upstream financial organizations and tend to be larger in size than our originated portfolio. Our purchased SNC portfolio totaled $823.5$795.4 million at March 31,September 30, 2017, increasing $51.3$23.3 million, or 6.6%3.0%, from $772.2 million at December 31, 2016. At March 31,September 30, 2017, 52.2%53.4% of outstanding purchased SNCs were related to the energy industry and 11.5%16.4% of outstanding purchased SNCs were related to the construction industry. The remaining purchased SNCs were diversified throughout various other industries, with no other single industry exceeding 10% of the total purchased SNC portfolio. Additionally, almost all of the outstanding balance of purchased SNCs was included in the energy and commercial and industrial portfolio, with the remainder included in the real estate categories. SNC participations are originated in the normal course of business to meet the needs of our customers. As a matter of policy, we generally only participate in SNCs for companies headquartered in or which have significant operations within our market areas. In addition, we must have direct access to the company’s management, an existing banking relationship or the expectation of broadening the relationship with other banking products and services within the following 12 to 24 months. SNCs are reviewed at least quarterly for credit quality and business development successes.
Commercial Real Estate. Commercial real estate loans totaled $5.0$5.1 billion at March 31,September 30, 2017, increasing $153.3$268.7 million compared to $4.8 billion at December 31, 2016. At such dates, commercial real estate loans represented 84.0%83.4% and 83.8% of total real estate loans, respectively. The majority of this portfolio consists of commercial real estate mortgages, which includes both permanent and intermediate term loans. These loans are viewed primarily as cash flow loans and secondarily as loans secured by real estate. Consequently, these loans must undergo the analysis and underwriting process of a commercial and industrial loan, as well as that of a real estate loan. Our primary focus for the commercial real estate portfolio has been growth in loans secured by owner-occupied properties. At March 31,September 30, 2017, approximately 44%51% of the outstanding principal balance of our commercial real estate loans were secured by owner-occupied properties.
Consumer Real Estate and Other Consumer Loans. The consumer loan portfolio, including all consumer real estate and consumer installment loans, totaled $1.5 billion at September 30, 2017 and $1.4 billion at both March 31, 2017 and December 31, 2016. Consumer real estate loans, increased $12.2$77.7 million, or 1.3%8.3%, from December 31, 2016. Combined, home equity loans and lines of credit made up 65.0%63.7% and 65.1% of the consumer real estate loan total at March 31,September 30, 2017 and December 31, 2016, respectively. We offer home equity loans up to 80% of the estimated value of the personal residence of the borrower, less the value of existing mortgages and home improvement loans. In general, we do not originate 1-4 family mortgage loans; however, from time to time, we may invest in such loans to meet the needs of our customers.customers or for other regulatory compliance purposes. Consumer and other loans, increased $10.0$49.7 million, or 2.1%10.5%, from December 31, 2016. The consumer and other loan portfolio primarily consists of automobile loans, overdrafts, unsecured revolving credit products, personal loans secured by cash and cash equivalents and other similar types of credit facilities.

Non-Performing Assets
Non-performing assets and accruing past due loans are presented in the table below. Troubled debt restructurings on non-accrual status are reported as non-accrual loans. Troubled debt restructurings on accrual status are reported separately.
March 31,
2017
 December 31,
2016
September 30,
2017
 December 31,
2016
Non-accrual loans:      
Commercial and industrial$26,531
 $31,475
$37,239
 $31,475
Energy78,747
 57,571
96,717
 57,571
Commercial real estate:      
Buildings, land and other7,608
 8,550
6,773
 8,550
Construction
 

 
Consumer real estate2,987
 2,130
2,167
 2,130
Consumer and other303
 425
208
 425
Total non-accrual loans116,176
 100,151
143,104
 100,151
Restructured loans
 
4,815
 
Foreclosed assets:      
Real estate2,042
 2,440
2,094
 2,440
Other
 

 
Total foreclosed assets2,042
 2,440
2,094
 2,440
Total non-performing assets$118,218
 $102,591
$150,013
 $102,591
      
Ratio of non-performing assets to:      
Total loans and foreclosed assets0.97% 0.86%1.18% 0.86%
Total assets0.39
 0.34
0.48
 0.34
Accruing past due loans:      
30 to 89 days past due$37,532
 $55,456
$52,044
 $55,456
90 or more days past due6,814
 24,864
27,121
 24,864
Total accruing past due loans$44,346
 $80,320
$79,165
 $80,320
Ratio of accruing past due loans to total loans:      
30 to 89 days past due0.31% 0.46%0.41% 0.46%
90 or more days past due0.05
 0.21
0.21
 0.21
Total accruing past due loans0.36% 0.67%0.62% 0.67%
Non-performing assets include non-accrual loans, troubled debt restructurings and foreclosed assets. Non-performing assets at March 31,September 30, 2017 increased $15.6$47.4 million from December 31, 2016 primarily due to an increase in non-accrual energy loans partly offset byand, to a decrease inlesser extent, non-accrual commercial and industrial loans. Non-accrual energy loans included fivefour credit relationships in excess of $5 million totaling $72.9$86.4 million at MarchSeptember 30, 2017. Of this amount, $29.0 million related to two credit relationships that were previously reported as non-accrual at December 31, 20172016 and four such$57.5 million related to two credit relationships that were placed on non-accrual status during the third quarter of 2017, one of which was a $43.1 million credit relationship that was previously reported as a potential problem loan at June 30, 2017. Non-accrual energy loans included four credit relationships in excess of $5 million totaling $52.1 million at December 31, 2016. Of this amount, we charged-off a total of $10.0 million related to two credit relationships during the first and second quarters of 2017. The increaseoutstanding balance of these two credit relationships was $20.5 million at December 31, 2016. Subsequent to the charge-off, the remaining balance of one of these credit relationships was paid-off. The outstanding balance of the other credit relationship totaled $4.9 million at September 30, 2017 and is included in non-accrual energy loans during 2017 was primarily related to a single credit relationship totaling $25.2 million at March 31, 2017.in the table above. Non-accrual commercial and industrial loans included one credit relationship in excess of $5 million totaling $22.0 million at both March 31,September 30, 2017. This credit relationship was placed on non-accrual status during the third quarter of 2017 and was previously classified as “substandard - accrual” (risk grade 11) at June 30, 2017, though not reported as a potential problem at that time. Non-accrual commercial and industrial loans included one credit relationship in excess of $5 million totaling $9.8 million at December 31, 2016. ThisOf this amount, we charged-off $4.7 million during the third quarter of 2017. The outstanding balance of this credit relationship totaled $9.8$4.9 million at both March 31,September 30, 2017 and December 31, 2016.is included in non-accrual commercial and industrial loans in the table above. Non-accrual real estate loans primarily consist of land development, 1-4 family residential construction credit relationships and loans secured by office buildings and religious facilities.
Generally, loans are placed on non-accrual status if principal or interest payments become 90 days past due and/or management deems the collectibility of the principal and/or interest to be in question, as well as when required by regulatory requirements. Once interest accruals are discontinued, accrued but uncollected interest is charged to current year operations. Subsequent receipts

on non-accrual loans are recorded as a reduction of principal, and interest income is recorded only after principal recovery is reasonably assured. Classification of a loan as non-accrual does not preclude the ultimate collection of loan principal or interest.
Foreclosed assets represent property acquired as the result of borrower defaults on loans. Foreclosed assets are recorded at estimated fair value, less estimated selling costs, at the time of foreclosure. Write-downs occurring at foreclosure are charged against the allowance for loan losses. Regulatory guidelines require us to reevaluate the fair value of foreclosed assets on at least an annual basis. Our policy is to comply with the regulatory guidelines. Write-downs are provided for subsequent declines in value and are included in other non-interest expense along with other expenses related to maintaining the properties. Write-downs of foreclosed assets were not significant during the threenine months ended March 31,September 30, 2017 or 2016.

Potential problem loans consist of loans that are performing in accordance with contractual terms but for which management has concerns about the ability of an obligor to continue to comply with repayment terms because of the obligor’s potential operating or financial difficulties. Management monitors these loans closely and reviews their performance on a regular basis. At March 31,September 30, 2017 and December 31, 2016, we had $101.6$89.7 million and $62.7 million in loans of this type which are not included in any one of the non-accrual, restructured or 90 days past due loan categories. At March 31,September 30, 2017, potential problem loans consisted of sixseven credit relationships. Of the total outstanding balance at March 31,September 30, 2017, 32.9% related to the nursing/assisted living industry, 30.5%32.5% was related to the energy industry, and 23.1%24.8% was related to the manufacturing industry and 13.9% was related to the chemicals industry. Weakness in these organizations’ operating performance and financial condition, loan agreement breaches and borrowing base deficits for certain energy credits, among other factors, have caused us to heighten the attention given to these credits.
Allowance for Loan Losses
The allowance for loan losses is a reserve established through a provision for loan losses charged to expense, which represents management’s best estimate of inherent losses that have been incurred within the existing portfolio of loans. The allowance, in the judgment of management, is necessary to reserve for estimated loan losses and risks inherent in the loan portfolio. Our allowance for loan loss methodology, which is more fully described in our 2016 Form 10-K, follows the accounting guidance set forth in U.S. generally accepted accounting principles and the Interagency Policy Statement on the Allowance for Loan and Lease Losses, which was jointly issued by U.S. bank regulatory agencies. The level of the allowance reflects management’s continuing evaluation of industry concentrations, specific credit risks, loan loss and recovery experience, current loan portfolio quality, present economic, political and regulatory conditions and unidentified losses inherent in the current loan portfolio. Portions of the allowance may be allocated for specific credits; however, the entire allowance is available for any credit that, in management’s judgment, should be charged off.
The table below provides, as of the dates indicated, an allocation of the allowance for loan losses by loan type; however, allocation of a portion of the allowance to one category of loans does not preclude its availability to absorb losses in other categories:
March 31,
2017
 December 31,
2016
September 30,
2017
 December 31,
2016
Commercial and industrial$45,583
 $52,915
$48,437
 $52,915
Energy61,793
 60,653
51,913
 60,653
Commercial real estate34,009
 30,213
38,075
 30,213
Consumer real estate4,823
 4,238
6,875
 4,238
Consumer and other6,848
 5,026
9,003
 5,026
Total$153,056
 $153,045
$154,303
 $153,045
The reserve allocated to commercial and industrial loans at March 31,September 30, 2017 decreased $7.3$4.5 million compared to December 31, 2016. The decrease was due to decreases in historical and specific valuation allowances partly offset by increases in generalmacroeconomic valuation allowances and macroeconomicgeneral valuation allowances. Historical valuation allowances decreased $7.0$6.1 million from $33.3 million at December 31, 2016 to $26.2$27.2 million at March 31,September 30, 2017. The decrease was primarily related to decreases in the historical loss allocation factors for non-classified loans graded as “watch” (risk grade 9) and “special mention” (risk grade 10) and classified commercial and industrial loans partly offset by increases in the volume of certain categories of both non-classified and classified loans. Classified loans consist of loans having a risk grade of 11, 12 or 13. Classified commercial and industrial loans totaled $139.2$150.5 million at March 31,September 30, 2017 compared to $131.9 million at December 31, 2016. The weighted-average risk grade of commercial and industrial loans was 6.38 at March 31,September 30, 2017 compared to 6.35 at December 31, 2016. Commercial loan net charge-offs totaled $2.7$12.2 million during the first threenine months of 2017 compared to $1.1$8.2 million during the first threenine months of 2016. Specific valuation allowances decreased $2.7$3.8 million from $5.4 million at December 31, 2016 to $2.8$1.7 million at March 31,September 30, 2017. The charge-offsCharge-offs in 2017 were mostlyincluded $3.6 million related to a singletwo credit relationshiprelationships that, at the time we recognized the charge-offs,as of December 31, 2016, had associated specific valuation allowances totaling $2.8$3.5 million. General valuation allowancesCharge-offs in 2017 also included $7.4 million related to two credit relationships for commercial and industrial loans increased $1.4 million from $6.7 million atwhich we had no specific allocation as of December 31, 2016, to $8.1 millionor at March 31, 2017. The increase was primarily related to an increase in the allocation for highly leveraged credit relationships, a decrease in the adjustment for recoveries and an increase in the allocation for large credit relationships.time of charge-off. Macroeconomic valuation allowances for commercial and industrial loans increased $1.0$4.7 million from $7.5 million at December 31,

2016 to $8.5$12.2 million at March 31,September 30, 2017. The increase was primarily related to an increase in the general macroeconomic allocation (up $5.5 million) partly offset by a decrease in the environmental risk adjustment.adjustment (down $980 thousand). The general macroeconomic risk allocation at September 30, 2017 was partly impacted by the effect of hurricane Harvey on our Houston and Corpus Christi market areas. General valuation allowances for commercial and industrial loans increased $689 thousand from $6.7 million at December 31, 2016 to $7.4 million at September 30, 2017. The increase was primarily related to increases in the allocations for highly leveraged credit relationships, large credit relationships and loans not reviewed by concurrence combined with a decrease in the adjustment for recoveries. These items were partly offset by a decrease in the allocation for excessive industry concentrations.
The reserve allocated to energy loans at March 31,September 30, 2017 increased $1.1decreased $8.7 million compared to December 31, 2016. As a result, reserves allocated to energy loans as a percentage of total energy loans totaled 4.54%3.74% at March 31,September 30, 2017 compared to 4.38% at December 31, 2016. This increasedecrease was primarily related to increasesdecreases in historical valuation allowances and generalmacroeconomic valuation allowances and partly offset by decreasesincreases in specific valuation allowances and macroeconomicgeneral valuation allowances. Historical valuation allowances increased $4.0decreased $12.7 million from $34.6 million at December 31, 2016 to $38.7$21.9 million at March 31,September 30, 2017. The increasedecrease was primarily related to decreases in the volume of classified energy loans and higher risk categories of non-classified energy loans partly offset by increases in the historical loss allocation factors for both non-classified and classified energy

loans partly offset by a decrease in the volume of classified energy loans. Classified energy loans totaled $278.9$190.7 million at March 31,September 30, 2017 compared to $302.0 million at December 31, 2016.2016, decreasing $111.2 million. Non-classified energy loans graded as “watch” and “special mention” totaled $207.5$114.0 million at March 31,September 30, 2017 compared to $229.4 million at December 31, 2016, decreasing $21.9$115.4 million, while "pass" grade energy loans increased $21.5$227.7 million from $854.7 million at December 31, 2016 to $876.2 million$1.1 billion at March 31,September 30, 2017. As a result of these changes, the weighted-average risk grade of energy loans decreased to 7.867.21 at March 31,September 30, 2017 from 7.95 at December 31, 2016. Specific valuation allowances for energy loans decreased $2.9 million from $3.8 million at December 31, 2016 to $850 thousand at March 31, 2017. Energy loan net charge-offs totaled $4.2 million during the first three months of 2017 compared to net charge-offs of $1.0 million during the first three months of 2016. The charge-offs in 2017 included $3.9 million related to two credit relationships that, at the time we recognized the charge-offs, had associated specific valuation allowances totaling $3.4 million. Macroeconomic valuation allowances related to energy loans decreased $1.5$6.4 million from $18.5 million at December 31, 2016 to $17.0$12.1 million at March 31,September 30, 2017, in part due to improving trends in the weighted-average risk grade of the energy loan portfolio and decreased oil price volatility. The price per barrel of crude oil was approximately $54 at December 31, 2016 and $51$52 at MarchSeptember 30, 2017. Despite the overall decrease, macroeconomic valuation allowances related to energy loans at September 30, 2017 were partly impacted by the effect of hurricane Harvey on our Houston and Corpus Christi market areas. Specific valuation allowances for energy loans increased $9.5 million from $3.8 million at December 31, 2016 to $13.3 million at September 30, 2017. Specific valuation allowances at September 30, 2017 were related to two credit relationships totaling $61.8 million while specific valuation allowances at December 31, 2016 were related to three credit relationships totaling $29.8 million. Energy loan net charge-offs totaled $10.0 million during the first nine months of 2017 compared to net charge-offs of $18.6 million during the first nine months of 2016. The charge-offs in 2017 included $10.0 million related to two credit relationships that, as of December 31, 2016, had associated specific valuation allowances totaling $3.4 million. General valuation allowances increased $1.5 million$908 thousand primarily due to an increase in the allocation for excessive industry concentrations.concentrations partly offset by and increase in the adjustment for recoveries.
The reserve allocated to commercial real estate loans at March 31,September 30, 2017 increased $3.8$7.9 million compared to December 31, 2016. The increase was primarily related to increases in macroeconomic valuation allowances general valuation allowances and historical valuation allowances. Macroeconomic valuation allowances increased $1.5$6.7 million from $8.2 million at December 31, 2016 to $9.7$14.9 million at March 31,September 30, 2017. The increase was primarily related to an increase in the general macroeconomic allocation (up $976 thousand)$6.3 million) and the environmental risk adjustment (up $660$503 thousand). The increase in macroeconomic valuation allowances reflects current economic trends impacting our Houston market area which has been impacted by decreased construction, higher rent concessions and higher vacancy rates. GeneralMacroeconomic valuation allowances were also partly impacted by the effect of hurricane Harvey on our Houston and Corpus Christi market areas. Historical valuation allowances increased $1.3 million from $5.0 million at December 31, 2016 to $6.3 million at March 31, 2017. The increase was primarily related to a decrease in the adjustment for recoveries (down $736 thousand) and an increase in the allocation for large credit relationships (up $419 thousand ). Historical valuation allowances increased $956 thousand primarily due to an increase in the volume of non-classified commercial real estate loans. Non-classified commercial real estate loans increased $145.4$267.5 million from December 31, 2016 to March 31,September 30, 2017 primarily due to an increase in commercial real estate loans graded as “pass.” Classified commercial real estate loans increased $7.9$1.2 million from $76.3 million at December 31, 2016 to $84.2$77.5 million at March 31,September 30, 2017 due to an increase in loans classified as “substandard - accrual” (risk grade 11). The weighted-average risk grade of commercial real estate loans was 6.996.98 at March 31,September 30, 2017 compared to 6.96 at December 31, 2016.
The reserve allocated to consumer real estate loans at March 31,September 30, 2017 increased $585 thousand$2.6 million compared to December 31, 2016. This increase was mostly due to a $287$1.9 million increase in macroeconomic valuation allowances, which was partly impacted by the effect of hurricane Harvey on our Houston and Corpus Christi market areas, and a $534 thousand increase in general valuation allowances, which was primarily related to an increase in allowances allocated for loans not reviewed by concurrence and a $146 thousand decrease in the reduction for recoveries.
The reserve allocated to consumer and other loans at March 31,September 30, 2017 increased $1.8$4.0 million compared to December 31, 2016. The increase was primarily related to increases in macroeconomic valuation allowances, historical valuation allowances and, to a lesser extent, an increase in general valuation allowances. The increase in macroeconomic valuation allowances was related to a $933 thousand$2.7 million increase in the general macroeconomic allocation.allocation, which was primarily related to growth in unsecured personal lines of credit, and also partly impacted by the effect of hurricane Harvey on our Houston and Corpus Christi market

areas. The increase in historical valuation allowances was primarily due to an increase in the volume of non-classified consumer and other loans. The increase in general valuation allowances was primarily related to an increase in the allocation for loans not reviewed by concurrence and a decrease in the adjustment for recoveries.

Activity in the allowance for loan losses is presented in the following table.
Three Months Ended 
 March 31,
Three Months Ended 
 September 30,
 Nine Months Ended 
 September 30,
2017 20162017 2016 2017 2016
Balance at beginning of period$153,045
 $135,859
$149,558
 $149,714
 $153,045
 $135,859
Provision for loan losses7,952
 28,500
10,980
 5,045
 27,358
 42,734
Charge-offs:          
Commercial and industrial(3,527) (1,861)(5,468) (4,036) (14,574) (10,754)
Energy(4,278) (1,011)
 (884) (10,595) (18,644)
Commercial real estate
 (28)
 (9) (14) (56)
Consumer real estate(11) (154)(766) (287) (779) (464)
Consumer and other(3,548) (2,724)(4,120) (3,300) (11,291) (9,276)
Total charge-offs(11,364) (5,778)(10,354) (8,516) (37,253) (39,194)
Recoveries:          
Commercial and industrial798
 729
903
 957
 2,419
 2,577
Energy53
 
451
 19
 585
 21
Commercial real estate45
 96
268
 277
 790
 875
Consumer real estate107
 253
137
 92
 357
 442
Consumer and other2,420
 2,221
2,360
 2,185
 7,002
 6,459
Total recoveries3,423
 3,299
4,119
 3,530
 11,153
 10,374
Net charge-offs(7,941) (2,479)(6,235) (4,986) (26,100) (28,820)
Balance at end of period$153,056
 $161,880
$154,303
 $149,773
 $154,303
 $149,773
          
Ratio of allowance for loan losses to:          
Total loans1.26% 1.40%1.21% 1.29% 1.21% 1.29%
Non-accrual loans131.74
 91.22
107.83
 154.67
 107.83
 154.67
Ratio of annualized net charge-offs to average total loans0.27
 0.09
0.20
 0.17
 0.28
 0.33
The provision for loan losses decreased $20.5$15.4 million, or 72.1%36.0%, during the threenine months ended March 31,September 30, 2017 compared to the same period in 2016. The level of the provision for loan losses in 2016 was reflective of a significant increase in the volume of classified energy loans, specific valuation allowances taken on certain classified energy loans and increases in the weighted-average risk grades of our energy, commercial and industrial and commercial real estate loan portfolios. Classified energy, commercial and industrial and commercial real estate loans totaled $502.3$418.7 million at March 31,September 30, 2017 compared to $510.1 million at December 31, 2016 and $505.4$498.7 million at March 31,September 30, 2016. Specific valuation allowances related to energy, commercial and industrial and commercial real estate loans totaled $3.6$14.9 million at March 31,September 30, 2017 compared to $9.2 million at December 31, 2016 and $30.3$7.8 million at March 31,September 30, 2016. The overall weighted-average risk grade of our energy, commercial and industrial and commercial real estate loan portfolios was 6.856.76 at March 31,September 30, 2017 compared to 6.84 at both December 31, 2016 and March 31,6.85 at September 30, 2016. The level of the provision for loan losses during 2017 was mostly reflective of the level of net charge-offs. Net charge-offs during during the threenine months ended March 31,September 30, 2017, which totaled $7.9 million compared to $2.5 million during the same period in 2016, with the majority of the increase$26.1 million. These charge-offs were mostly related to energy and commercial and industrial loans.six credit relationships, as discussed above. The ratio of the allowance for loan losses to total loans was 1.26%1.21% at March 31,September 30, 2017 compared to 1.28% at December 31, 2016. Management believes the recorded amount of the allowance for loan losses is appropriate based upon management’s best estimate of probable losses that have been incurred within the existing portfolio of loans. Should any of the factors considered by management in evaluating the appropriate level of the allowance for loan losses change, our estimate of probable loan losses could also change, which could affect the level of future provisions for loan losses.

Capital and Liquidity
Capital. Shareholders’ equity totaled $3.1$3.2 billion at March 31,September 30, 2017 and $3.0 billion December 31, 2016. In addition to net income of $84.9$263.6 million, other sources of capital during the threenine months ended March 31,September 30, 2017 included $24.7$82.3 million of other comprehensive income, net of tax, $45.4 million in proceeds from stock option exercises other comprehensive income, net of tax, of $18.8 million and $3.1$9.0 million related to stock-based compensation. Uses of capital during the threenine months ended March 31,September 30, 2017 included $36.7$113.8 million of dividends paid on preferred and common stock.
The accumulated other comprehensive income/loss component of shareholders’ equity totaled a net, after-tax, unrealized lossgain of $5.9$57.7 million at March 31,September 30, 2017 compared to a net, after-tax, unrealized loss of $24.6 million at December 31, 2016. The decreasechange was primarily due to a $22.0an $85.3 million net, after-tax, increase in the net unrealized gain on securities available for sale.
In connection with the adoption ofUnder the Basel III Capital Rules, on January 1, 2015, we have elected to opt-out of the requirement to include most components of accumulated other comprehensive income in regulatory capital. Accordingly, amounts reported as accumulated other comprehensive income/loss do not increase or reduce regulatory capital and are not included in the calculation of risk-based capital and leverage ratios. Regulatory agencies for banks and bank holding companies utilize capital guidelines designed to measure capital and take into consideration the risk inherent in both on-balance sheet and off-balance sheet items. See Note 8 - Capital and Regulatory Matters in the accompanying notes to consolidated financial statements included elsewhere in this report.
We paid a quarterly dividend of $0.54, $0.57 and $0.57 per common share during the first, quartersecond and third quarters of 2017, respectively, and a quarterly dividend of $0.53, $0.54 and $0.54 per common share during the first, quartersecond and third quarters of 2016.2016, respectively. This equates to a common stock dividend payout ratio of 41.8% and 49.3%46.9% during the first quartersnine months of 2017 and 2016, respectively. Our ability to declare or pay dividends on, or purchase, redeem or otherwise acquire, shares of our capital stock may be impacted by certain restrictions under the terms of our junior subordinated deferrable interest debentures and our Series A Preferred Stock as described in Note 8 - Capital and Regulatory Matters in the accompanying notes to consolidated financial statements included elsewhere in this report.
Stock Repurchase Plans. From time to time, our board of directors has authorized stock repurchase plans. In general, stock repurchase plans allow us to proactively manage our capital position and return excess capital to shareholders. Shares purchased under such plans also provide us with shares of common stock necessary to satisfy obligations related to stock compensation awards. On October 27, 2016, our board of directors authorized a $100.0 million stock repurchase program allowing us to repurchase shares of our common stock over a two-year period from time to time at various prices in the open market or through private transactions. AsDuring the third quarter of March 31, 2017, nowe repurchased 1,134,966 shares have been repurchased under the plan.plan at a total cost of $100.0 million. On October 24, 2017, our board of directors authorized a new $150.0 million stock repurchase plan allowing us to repurchase shares of our common stock over a two-year period from time to time at various prices in the open market or through private transactions. See Part II, Item 2 - Unregistered Sales of Equity Securities and Use of Proceeds, included elsewhere in this report.
Liquidity. As more fully discussed in our 2016 Form 10-K, our liquidity position is continuously monitored and adjustments are made to the balance between sources and uses of funds as deemed appropriate. Liquidity risk management is an important element in our asset/liability management process. We regularly model liquidity stress scenarios to assess potential liquidity outflows or funding problems resulting from economic disruptions, volatility in the financial markets, unexpected credit events or other significant occurrences deemed problematic by management. These scenarios are incorporated into our contingency funding plan, which provides the basis for the identification of our liquidity needs. As of March 31,September 30, 2017, management is not aware of any events that are reasonably likely to have a material adverse effect on our liquidity, capital resources or operations. In addition, management is not aware of any regulatory recommendations regarding liquidity, that would have a material adverse effect on us.
Since Cullen/Frost is a holding company and does not conduct operations, its primary sources of liquidity are dividends upstreamed from Frost Bank and borrowings from outside sources. Banking regulations may limit the amount of dividends that may be paid by Frost Bank. See Note 8 - Capital and Regulatory Matters in the accompanying notes to consolidated financial statements included elsewhere in this report regarding such dividends. At March 31,September 30, 2017, Cullen/Frost had liquid assets, including cash and resell agreements, totaling $320.5$241.3 million.
Accounting Standards Updates
See Note 18 - Accounting Standards Updates in the accompanying notes to consolidated financial statements included elsewhere in this report for details of recently issued accounting pronouncements and their expected impact on our financial statements.


Consolidated Average Balance Sheets and Interest Income Analysis - Quarter To Date
(Dollars in thousands - taxable-equivalent basis)
 September 30, 2017 September 30, 2016
 Average
Balance
 Interest
Income/
Expense
 Yield/
Cost
 Average
Balance
 Interest
Income/
Expense
 Yield/
Cost
Assets:           
Interest-bearing deposits$3,351,576
 $10,800
 1.28% $3,190,306
 $4,111
 0.51%
Federal funds sold and resell agreements72,239
 244
 1.34
 28,152
 48
 0.68
Securities:           
Taxable4,970,647
 23,203
 1.88
 5,391,848
 25,897
 1.97
Tax-exempt7,360,643
 96,912
 5.34
 6,983,626
 92,917
 5.53
Total securities12,331,290
 120,115
 3.94
 12,375,474
 118,814
 3.97
Loans, net of unearned discounts12,587,290
 141,622
 4.46
 11,457,464
 115,674
 4.02
Total Earning Assets and Average Rate Earned28,342,395
 272,781
 3.85
 27,051,396
 238,647
 3.57
Cash and due from banks483,497
     487,456
    
Allowance for loan losses(152,237)     (152,549)    
Premises and equipment, net522,413
     564,764
    
Accrued interest and other assets1,194,316
     1,180,987
    
Total Assets$30,390,384
     $29,132,054
    
            
Liabilities:           
Non-interest-bearing demand deposits:           
Commercial and individual$10,159,636
     $9,225,059
    
Correspondent banks233,748
     292,971
    
Public funds362,779
     484,543
    
Total non-interest-bearing demand deposits10,756,163
     10,002,573
    
Interest-bearing deposits:           
Private accounts           
Savings and interest checking6,344,476
 347
 0.02
 5,948,616
 264
 0.02
Money market deposit accounts7,501,285
 4,513
 0.24
 7,473,650
 1,170
 0.06
Time accounts766,339
 412
 0.21
 807,055
 278
 0.14
Public funds381,632
 396
 0.41
 420,281
 37
 0.03
Total interest-bearing deposits14,993,732
 5,668
 0.15
 14,649,602
 1,749
 0.05
Total deposits25,749,895
     24,652,175
    
Federal funds purchased and repurchase agreements1,005,486
 523
 0.21
 797,417
 44
 0.02
Junior subordinated deferrable interest debentures136,164
 1,020
 3.00
 136,107
 839
 2.47
Subordinated notes payable and other notes98,498
 1,164
 4.73
 99,948
 350
 1.40
Total Interest-Bearing Funds and Average Rate Paid16,233,880
 8,375
 0.21
 15,683,074
 2,982
 0.08
Accrued interest and other liabilities168,572
     285,585
    
Total Liabilities27,158,615
     25,971,232
    
Shareholders’ Equity3,231,769
     3,160,822
    
Total Liabilities and Shareholders’ Equity$30,390,384
     $29,132,054
    
Net interest income  $264,406
     $235,665
  
Net interest spread    3.64%     3.49%
Net interest income to total average earning assets    3.73%     3.53%
For these computations: (i) average balances are presented on a daily average basis, (ii) information is shown on a taxable-equivalent basis assuming a 35% tax rate, (iii) average loans include loans on non-accrual status, and (iv) average securities include unrealized gains and losses on securities available for sale while yields are based on average amortized cost.


Consolidated Average Balance Sheets and Interest Income Analysis - Year To Date
(Dollars in thousands - taxable-equivalent basis)
March 31, 2017 March 31, 2016September 30, 2017 September 30, 2016
Average
Balance
 Interest
Income/
Expense
 Yield/
Cost
 Average
Balance
 Interest
Income/
Expense
 Yield/
Cost
Average
Balance
 Interest
Income/
Expense
 Yield/
Cost
 Average
Balance
 Interest
Income/
Expense
 Yield/
Cost
Assets:                      
Interest-bearing deposits$3,323,244
 $6,836
 0.83% $2,863,735
 $3,653
 0.51%$3,341,710
 $26,712
 1.07% $2,956,822
 $11,366
 0.51%
Federal funds sold and resell agreements48,005
 107
 0.90
 37,096
 58
 0.63
56,581
 514
 1.21
 34,179
 165
 0.64
Securities:                      
Taxable5,263,538
 25,302
 1.96
 5,058,920
 25,974
 2.10
5,112,072
 72,032
 1.90
 5,245,649
 77,402
 2.02
Tax-exempt7,282,991
 99,575
 5.44
 6,486,033
 88,429
 5.58
7,309,739
 293,888
 5.39
 6,660,843
 270,586
 5.58
Total securities12,546,529
 124,877
 3.99
 11,544,953
 114,403
 4.06
12,421,811
 365,920
 3.96
 11,906,492
 347,988
 4.01
Loans, net of unearned discounts12,089,586
 123,856
 4.15
 11,497,523
 113,939
 3.99
12,319,125
 397,817
 4.32
 11,497,340
 344,289
 4.00
Total Earning Assets and Average Rate Earned28,007,364
 255,676
 3.68
 25,943,307
 232,053
 3.63
28,139,227
 790,963
 3.77
 26,394,833
 703,808
 3.60
Cash and due from banks532,541
     531,617
    503,818
     504,074
    
Allowance for loan losses(153,810)     (139,178)    (152,604)     (151,643)    
Premises and equipment, net524,640
     557,357
    522,768
     561,215
    
Accrued interest and other assets1,233,469
     1,188,017
    1,211,309
     1,180,513
    
Total Assets$30,144,204
     $28,081,120
    $30,224,518
     $28,488,992
    
                      
Liabilities:                      
Non-interest-bearing demand deposits:                      
Commercial and individual$9,958,059
     $9,132,927
    $10,054,481
     $9,055,750
    
Correspondent banks284,592
     356,098
    253,567
     322,495
    
Public funds483,382
     570,132
    417,555
     515,195
    
Total non-interest-bearing demand deposits10,726,033
     10,059,157
    10,725,603
     9,893,440
    
Interest-bearing deposits:                      
Private accounts                      
Savings and interest checking6,315,152
 273
 0.02
 5,114,262
 255
 0.02
6,352,986
 892
 0.02
 5,610,695
 778
 0.02
Money market deposit accounts7,478,330
 1,136
 0.06
 7,453,163
 1,190
 0.06
7,454,421
 6,929
 0.12
 7,441,626
 3,545
 0.06
Time accounts786,763
 307
 0.16
 821,191
 292
 0.14
777,202
 1,040
 0.18
 813,297
 853
 0.14
Public funds514,354
 152
 0.12
 508,357
 50
 0.04
433,395
 848
 0.26
 452,655
 133
 0.04
Total interest-bearing deposits15,094,599
 1,868
 0.05
 13,896,973
 1,787
 0.05
15,018,004
 9,709
 0.09
 14,318,273
 5,309
 0.05
Total deposits25,820,632
     23,956,130
    25,743,607
     24,211,713
    
Federal funds purchased and repurchase agreements905,002
 139
 0.06
 685,169
 56
 0.03
942,400
 849
 0.12
 734,022
 152
 0.03
Junior subordinated deferrable interest debentures136,136
 908
 2.67
 136,078
 750
 2.20
136,150
 2,890
 2.83
 136,092
 2,392
 2.34
Subordinated notes payable and other notes64,184
 368
 2.29
 99,888
 287
 1.15
87,173
 2,696
 4.12
 99,918
 958
 1.28
Total Interest-Bearing Funds and Average Rate Paid16,199,921
 3,283
 0.08
 14,818,108
 2,880
 0.08
16,183,727
 16,144
 0.13
 15,288,305
 8,811
 0.08
Accrued interest and other liabilities163,079
     246,347
    161,643
     259,131
    
Total Liabilities27,089,033
     25,123,612
    27,070,973
     25,440,876
    
Shareholders’ Equity3,055,171
     2,957,508
    3,153,545
     3,048,116
    
Total Liabilities and Shareholders’ Equity$30,144,204
     $28,081,120
    $30,224,518
     $28,488,992
    
Net interest income  $252,393
     $229,173
    $774,819
     $694,997
  
Net interest spread    3.60%     3.55%    3.64%     3.52%
Net interest income to total average earning assets    3.64%     3.58%    3.69%     3.56%
For these computations: (i) average balances are presented on a daily average basis, (ii) information is shown on a taxable-equivalent basis assuming a 35% tax rate, (iii) average loans include loans on non-accrual status, and (iv) average securities include unrealized gains and losses on securities available for sale while yields are based on average amortized cost.



Item 3. Quantitative and Qualitative Disclosures About Market Risk
The disclosures set forth in this item are qualified by the section captioned “Forward-Looking Statements and Factors that Could Affect Future Results” included in Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations of this report and other cautionary statements set forth elsewhere in this report.
Refer to the discussion of market risks included in Item 7A. Quantitative and Qualitative Disclosures About Market Risk in the 2016 Form 10-K. There has been no significant change in the types of market risks we face since December 31, 2016.
We utilize an earnings simulation model as the primary quantitative tool in measuring the amount of interest rate risk associated with changing market rates. The model quantifies the effects of various interest rate scenarios on projected net interest income and net income over the next 12 months. The model measures the impact on net interest income relative to a flat-rate case scenario of hypothetical fluctuations in interest rates over the next 12 months. These simulations incorporate assumptions regarding balance sheet growth and mix, pricing and the repricing and maturity characteristics of the existing and projected balance sheet. The impact of interest rate derivatives, such as interest rate swaps, caps and floors, is also included in the model. Other interest rate-related risks such as prepayment, basis and option risk are also considered.
For modeling purposes, as of March 31,September 30, 2017, the model simulations projected that a 100 and 200 basis point ratable increaseincreases in interest rates would result in positive variances in net interest income of 1.0%1.2% and 2.2%3.3%, respectively, relative to the flat-rate case over the next 12 months, while a decrease100 and 125 basis point ratable decreases in interest rates of 100 basis points would result in a negative variancevariances in net interest income of 5.1% and 9.9%, respectively, relative to the flat-rate case over the next 12 months. The March 31,September 30, 2017 model simulations for increased interest rates were impacted by the assumption, for modeling purposes, that we will begin to pay interest on commercial demand deposits (those not already receiving an earnings credit rate) in the secondfourth quarter of 2017, as further discussed below. For modeling purposes, as of March 31,September 30, 2016, the model simulations projected that a 100 and 200 basis point ratable increaseincreases in interest rates would result in a negative variancepositive variances in net interest income of 0.1%0.4% and a 200 basis point ratable increase in interest rates would result in a positive variance in net interest income of 0.7%1.5%, respectively, relative to the flat-rate case over the next 12 months, while a decrease in interest rates of 50 basis points would result in a negative variance in net interest income of 5.9%6.5% relative to the flat-rate case over the next 12 months. The March 31,September 30, 2016 model simulations for increased interest rates were impacted by the assumption, for modeling purposes, that we would begin to pay interest on commercial demand deposits (those not already receiving an earnings credit rate) in the secondfourth quarter of 2016, as further discussed below. The likelihood of a decrease in interest rates beyond 100125 basis points as of March 31,September 30, 2017 and 50 basis points as of March 31,September 30, 2016 was considered to be remote given prevailing interest rate levels.
The model simulations as of March 31,September 30, 2017 indicate that our balance sheet is more asset sensitive in comparison to our balance sheet as of March 31,September 30, 2016. The shift to a more asset sensitive position was primarily due to a decrease in the assumed interest rates paid on projected commercial demand deposits and an increaseincreases in the relative proportion of federal funds sold to projected average interest-earning assets. Federal funds sold are more immediately impacted by changes in interest rates in comparison to other categories of earning assets.
As mentioned above, financialFinancial regulatory reform legislation entitled the “Dodd-Frank Wall Street Reform and Consumer Protection Act” (the “Dodd-Frank Act”) repealed the federal prohibition on the payment of interest on demand deposits, thereby permitting depository institutions to pay interest on business transaction and other accounts beginning July 21, 2011. To date, we have not experienced any significant additional interest costs as a result of the repeal; however,repeal. However, in light of recent increases in market interest rates, in late July 2017, we may beginincreased the interest rates we pay on most of our interest-bearing deposit products. If we began to incurpay interest costs associated with certainon commercial demand deposits in the future as market conditions warrant. If this were to occur,(those not already receiving an earnings credit rate), our balance sheet would likely become less asset sensitive. Because the interest rate that will ultimately be paid on these commercial demand deposits depends upon a variety of factors, some of which are beyond our control, we assumed an aggressive pricing structure for the purposes of the model simulations discussed above with interest payments beginning in the secondfourth quarter of 2017. Should the actual interest rate paid on commercial demand deposits be less than the rate assumed in the model simulations, or should the interest rate paid for commercial demand deposits become an administered rate with less direct correlation to movements in general market interest rates, our balance sheet could be more asset sensitive than the model simulations might otherwise indicate.
As of March 31,September 30, 2017, the effects of a 200 basis point increase and a 100125 basis point decrease in interest rates on our derivative holdings would not result in a significant variance in our net interest income.
The effects of hypothetical fluctuations in interest rates on our securities classified as “trading” under ASC Topic 320, “Investments—Debt and Equity Securities,” are not significant, and, as such, separate quantitative disclosure is not presented.

Item 4. Controls and Procedures
As of the end of the period covered by this Quarterly Report on Form 10-Q, an evaluation was carried out by management, with the participation of its Chief Executive Officer and Chief Financial Officer, of the effectiveness of our disclosure controls and procedures (as defined in Rule 13a-15(e) under the Securities Exchange Act of 1934). Based upon that evaluation, the Chief Executive Officer and Chief Financial Officer concluded that the disclosure controls and procedures were effective as of the end of the period covered by this report. No change in our internal control over financial reporting (as defined in Rule 13a-15(f) under the Securities Exchange Act of 1934) occurred during the last fiscal quarter that materially affected, or is reasonably likely to materially affect, our internal control over financial reporting.

Part II. Other Information
Item 1. Legal Proceedings
We are subject to various claims and legal actions that have arisen in the course of conducting business. Management does not expect the ultimate disposition of these matters to have a material adverse impact on our financial statements.
Item 1A. Risk Factors
There has been no material change in the risk factors disclosed under Item 1A. of our 2016 Form 10-K.
Item 2. Unregistered Sales of Equity Securities and Use of Proceeds
The following table provides information with respect to purchases we made or were made on our behalf or any “affiliated purchaser” (as defined in Rule 10b-18(a)(3) under the Securities Exchange Act of 1934), of our common stock during the three months ended March 31,September 30, 2017. Dollar amounts in thousands.
Period
Total Number of
Shares Purchased
 
Average Price
Paid Per Share
 
Total Number of
Shares Purchased
as Part of Publicly
Announced Plan
 
Maximum
Number of Shares
(or Approximate
Dollar Value)
That May Yet Be
Purchased Under
the Plan at the
End of the Period
January 1, 2017 to January 31, 2017469
(1) 
$89.02
 
 $100,000
February 1, 2017 to February 28, 2017
 
 
 100,000
March 1, 2017 to March 31, 2017
 
 
 100,000
Total469
 $89.02
 
  
Period
Total Number of
Shares Purchased
 
Average Price
Paid Per Share
 
Total Number of
Shares Purchased
as Part of Publicly
Announced Plan
 
Maximum
Number of Shares
(or Approximate
Dollar Value)
That May Yet Be
Purchased Under
the Plan at the
End of the Period
July 1, 2017 to July 31, 2017169,342
 $91.11
 169,342
 $84,572
August 1, 2017 to August 31, 2017614,493
 88.69
 614,493
 30,070
September 1, 2017 to September 30, 2017351,131
 85.64
 351,131
 
Total1,134,966
 $88.11
 1,134,966
  
(1) All of these repurchases were made in connection with the vesting of certain share awards.

Item 3. Defaults Upon Senior Securities
None.
Item 4. Mine Safety Disclosures
None.
Item 5. Other Information
None.
Item 6. Exhibits
(a) Exhibits
Exhibit
Number
Description
31.1
31.2
32.1+
32.2+
101Interactive Data File
+This exhibit shall not be deemed “filed” for purposes of Section 18 of the Securities Exchange Act of 1934, or otherwise subject to the liability of that section, and shall not be deemed to be incorporated by reference into any filing under the Securities Act of 1933 or the Securities Exchange Act of 1934.

Signatures
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.

      
   Cullen/Frost Bankers, Inc. 
   (Registrant) 
      
Date:AprilOctober 26, 2017 By:  /s/ Jerry Salinas 
    Jerry Salinas 
    Group Executive Vice President 
    and Chief Financial Officer 
    (Duly Authorized Officer, Principal Financial 
    Officer and Principal Accounting Officer) 

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