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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-K
Annual report pursuant to Section 13 or 15(d) of the
Securities Exchange Act of 1934 for the fiscal year ended December 31, 20142017
Commission File Number 001-15811
MARKEL CORPORATION
(Exact name of registrant as specified in its charter)
A Virginia Corporation
IRS Employer Identification No. 54-1959284
4521 Highwoods Parkway, Glen Allen, Virginia 23060-6148
(Address of principal executive offices) (Zip code)
Registrant's telephone number, including area code: (804) 747-0136
Securities registered pursuant to Section 12(b) of the Act:
Common Stock, no par value
New York Stock Exchange, Inc.
(title of each class and name of the exchange on which registered)
Securities registered pursuant to Section 12(g) of the Act: None
Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.    Yes  x    No  ¨
Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act.    Yes  ¨    No  x
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  x    No  ¨
Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Website, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files).    Yes  x    No  ¨
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K is not contained herein, and will not be contained, to the best of registrant's knowledge, in definitive proxy or information statements incorporated by reference in Part III of this Form 10-K or any amendment to this Form 10-K.  ¨
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, or a smaller reporting company, or an emerging growth company. See the definitions of "large accelerated filer," "accelerated filer"filer," "smaller reporting company," and "smaller reporting"emerging growth company" in Rule 12b-2 of the Exchange Act.
Large accelerated filer  x
Accelerated filer  o
Non-accelerated filer  o
Large accelerated filer  x        Accelerated filer  ¨        Non-accelerated filer  ¨Smaller reporting companyo
Emerging growth company o
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  x
The aggregate market value of the shares of the registrant's Common Stock held by non-affiliates as of June 30, 20142017 was approximately $8,808,000,000.$13,238,000,000.
The number of shares of the registrant's Common Stock outstanding at February 9, 2015: 13,962,386.6, 2018: 13,900,897.
Documents Incorporated By Reference
The portions of the registrant's Proxy Statement for the Annual Meeting of Shareholders scheduled to be held on May 11, 2015,14, 2018, referred to in Part III.


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Index and Cross References-Form 10-K Annual Report
Item No. Page Page
Part I    
1.Business2-26, 127-128
Business2-35, 154-156
1A.Risk Factors22-26
Risk Factors28-35
1B.Unresolved Staff CommentsNONE
Unresolved Staff CommentsNONE
2.Properties (note 6 and note 16)50-51, 68
Properties (note 6 and note 16)64, 88
3.Legal Proceedings (note 16)68
Legal Proceedings (note 16)88
4.Mine Safety DisclosuresNONE
Mine Safety DisclosuresNONE
Part II    
5.Market for Registrant's Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities83, 127
Market for Registrant's Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities105, 154-156
6.Selected Financial Data27-28
Selected Financial Data36-37
7.Management's Discussion and Analysis of Financial Condition and Results of Operations87-126
Management's Discussion and Analysis of Financial Condition and Results of Operations106-153
7A.Quantitative and Qualitative Disclosures About Market Risk120-123
Quantitative and Qualitative Disclosures About Market Risk145-148
8.
Financial Statements and Supplementary Data
The response to this item is submitted in Item 15 and on page 83.
 
Financial Statements and Supplementary Data
The response to this item is submitted in Item 15.
 
9.Changes in and Disagreements With Accountants on Accounting and Financial DisclosureNONE
Changes in and Disagreements With Accountants on Accounting and Financial DisclosureNONE
9A.Controls and Procedures85-86, 124
Controls and Procedures38-40, 151
9B.Other InformationNONE
Other InformationNONE
Part III    
10.Directors, Executive Officers and Corporate Governance*129
Directors, Executive Officers and Corporate Governance*157
Code of Conduct128
Code of Conduct156
11.Executive Compensation* Executive Compensation* 
12.Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters* Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters* 
13.Certain Relationships and Related Transactions, and Director Independence* Certain Relationships and Related Transactions, and Director Independence* 
14.Principal Accounting Fees and Services* Principal Accounting Fees and Services* 
*Portions of Item 10 and Items 11, 12, 13 and 14 will be incorporated by reference from the Registrant's Proxy Statement for its 2015 Annual Meeting of Shareholders pursuant to instructions G(1) and G(3) of the General Instructions to Form 10-K. 
*Portions of Item 10 and Items 11, 12, 13 and 14 will be incorporated by reference from the Registrant's Proxy Statement for its 2018 Annual Meeting of Shareholders pursuant to instructions G(1) and G(3) of the General Instructions to Form 10-K.*Portions of Item 10 and Items 11, 12, 13 and 14 will be incorporated by reference from the Registrant's Proxy Statement for its 2018 Annual Meeting of Shareholders pursuant to instructions G(1) and G(3) of the General Instructions to Form 10-K. 
Part IV    
15.Exhibits, Financial Statement Schedules Exhibits, Financial Statement Schedules 
a.Documents filed as part of this Form 10-K a.Documents filed as part of this Form 10-K 
 (1)Financial Statements  (1)Reports of Independent Registered Public Accounting Firm39-41
 Consolidated Balance Sheets29
 Financial Statements 
 Consolidated Statements of Income and Comprehensive Income30
 Consolidated Balance Sheets42
 Consolidated Statements of Changes in Equity31
 Consolidated Statements of Income and Comprehensive Income43
 Consolidated Statements of Cash Flows32
 Consolidated Statements of Changes in Equity44
 Notes to Consolidated Financial Statements33-83
 Consolidated Statements of Cash Flows45
 Reports of Independent Registered Public Accounting Firm84-85
 Notes to Consolidated Financial Statements46-105
 (2)Schedules have been omitted since they either are not required or are not applicable, or the information called for is shown in the Consolidated Financial Statements and Notes thereto.  (2)Schedules have been omitted since they either are not required or are not applicable, or the information called for is shown in the Consolidated Financial Statements and Notes thereto. 
 (3)See Index to Exhibits on page 130 for a list of Exhibits filed as part of this report  (3)See Index to Exhibits for a list of Exhibits filed as part of this report 
b.See Index to Exhibits and Item 15a(3) b.See Index to Exhibits and Item 15a(3) 
c.See Index to Financial Statements and Item 15a(2) c.See Index to Financial Statements and Item 15a(2) 
16.Form 10-K SummaryNONE


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BUSINESS OVERVIEW

We are a diverse financial holding company serving a variety of niche markets. Our principal business markets and underwrites specialty insurance products. We believe that our specialty product focus and niche market strategy enable us to develop expertise and specialized market knowledge. We seek to differentiate ourselves from competitors by our expertise, service, continuity and other value-based considerations. We also own interests in various industrial and service businesses that operate outside of the specialty insurance marketplace. Our financial goals are to earn consistent underwriting and operating profits and superior investment returns to build shareholder value.

On May 1, 2013, we completedOur business is comprised of the acquisitionfollowing types of Alterra Capital Holdings Limited (Alterra),operations:
Underwriting - our underwriting operations are comprised of our risk-bearing insurance operations, which include the run-off of underwriting operations that were discontinued in conjunction with acquisitions
Investing - our investing activities are primarily related to our underwriting operations
Program Services - our program services business serves as a Bermuda-headquartered global enterprise providing diversified specialtyfronting platform that provides other insurance companies access to the U.S. property and casualty insurance and reinsurance productsmarket
Markel CATCo - our Markel CATCo operations include an investment fund manager that offers insurance-linked securities to corporations, public entities and other property and casualty insurers.investors
Markel Ventures - our Markel Ventures operations include our controlling interests in a diverse portfolio of businesses that operate outside of the specialty insurance marketplace

Underwriting


Specialty Insurance and Reinsurance


The specialty insurance market differs significantly from the standard market. In the standard market, insurance rates and forms are highly regulated, products and coverages are largely uniform with relatively predictable exposures and companies tend to compete for customers on the basis of price. In contrast, the specialty market provides coverage for hard-to-place risks that generally do not fit the underwriting criteria of standard carriers.

Competition in the specialty insurance market tends to focus less on price than in the standard insurance market and more on other value-based considerations, such as availability, service and expertise. While specialty market exposures may have higher perceived insurance risks than their standard market counterparts, we seek to manage these risks to achieve higher financial returns. To reach our financial and operational goals, we must have extensive knowledge and expertise in our chosen markets. Many of our accounts are considered on an individual basis where customized forms and tailored solutions are employed.

By focusing on the distinctive risk characteristics of our insureds, we have been able to identify a variety of niche markets where we can add value with our specialty product offerings. Examples of niche insurance markets that we have targeted include wind and earthquake-exposed commercial properties, liability coverage for highly specialized professionals, equine-related risks, workers' compensation insurance for small businesses, classic cars and marine, energy and environmental-related activities. Our market strategy in each of these areas of specialization is tailored to the unique nature of the loss exposure, coverage and services required by insureds. In each of our niche markets, we assign teams of experienced underwriters and claims specialists who provide a full range of insurance services.

We also participate in the reinsurance market in certain classes of reinsurance product offerings, which were expanded in 2013 through the acquisition of Alterra.offerings. In the reinsurance market, our clients are other insurance companies, or cedents. We typically write our reinsurance products in the form of treaty reinsurance contracts, which are contractual arrangements that provide for automatic reinsuring of a type or category of risk underwritten by cedents. Generally, we participate on reinsurance treaties with a number of other reinsurers, each with an allocated portion of the treaty, with the terms and conditions of the treaty being substantially the same for each participating reinsurer. With treaty reinsurance contracts, we do not separately evaluate each of the individual risks assumed under the contracts and are largely dependent on the individual underwriting decisions made by the cedent. Accordingly, we review and analyze the cedent's risk management and underwriting practices in deciding whether to provide treaty reinsurance and in pricing of treaty reinsurance contracts.


Our reinsurance products are written on both a quota share and excess of loss basis. Quota share contracts require us to share the losses and expenses in an agreed proportion with the cedent. Excess of loss contracts require us to indemnify the cedent against all or a specified portion of losses and expenses in excess of a specified dollar or percentage amount. In both types of contracts, we may provide a ceding commission to the cedent.

We distinguish ourselves in the reinsurance market by the expertise of our underwriting teams, our access to global reinsurance markets, our ability to offer large lines and our ability to customize reinsurance solutions to fit our client's needs. Our specialty reinsurance product offerings include coverage for general casualty, professional liability, property, automobileworkers' compensation and credit and surety risks.


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Markets


In the United States, we write business in the excess and surplus lines (E&S) and specialty admitted insurance and reinsurance markets. In 2013,2016, the E&S market represented approximately $38$42 billion, or 7%, of the approximately $546$613 billion United States property and casualty industry.(1) In 2013,2016, we were the sixth largest E&S writer in the United States as measured by direct premium writings.(1)  

Our E&S insurance operations are conducted through Essex Insurance Company (Essex) and Alterra Excess & Surplus Insurance Company (AESIC), both domiciled in Delaware, and Evanston Insurance Company (Evanston), domiciled in Illinois. The majority of our specialty admitted insurance operations are conducted through Markel Insurance Company (MIC), domiciled in Illinois; Markel American Insurance Company (MAIC), domiciled in Virginia; FirstComp Insurance Company (FCIC), domiciled in Nebraska;Nebraska and Essentia Insurance Company (Essentia), domiciled in Missouri; and Alterra AmericaMissouri. Beginning in 2017, our specialty admitted operations also include Suretec Insurance Company (AAIC)(SIC), Suretec Indemnity Company (SINC), State National Insurance Company, Inc. (SNIC) and National Specialty Insurance Company (NSIC), all of which are domiciled in Delaware.Texas. Our United States reinsurance operations are conducted through AlterraMarkel Global Reinsurance USA Inc. (Alterra Re USA)Company (Markel Global Re), a Delaware-domiciled reinsurance company.

In Europe, we participate in the London insurance market primarily through Markel Capital Limited (Markel Capital) and Markel International Insurance Company Limited (MIICL). Markel Capital is the corporate capital provider for Markel Syndicate 3000, through which our Lloyd's of London (Lloyd's) operations are conducted. Markel Syndicate 3000 is managed by Markel Syndicate Management Limited (MSM). In 2013, our Lloyd's operations also included Lloyd's Syndicate 1400, which is also managed by MSM. Business previously written by Alterra on Lloyd's Syndicate 1400 is now being written on Markel Syndicate 3000 and MSM continues to manage the run-off of Lloyd's Syndicate 1400. Markel Capital and MIICL are headquartered in London, England and have offices across the United Kingdom, Europe, Canada, Latin America, Asia Pacific and the Middle East through which we are able to offer insurance and reinsurance. The London insurance market which produced approximately $68$62 billion of gross written premium in 2013,2016.(2) isIn 2016, the largestUnited Kingdom non-life insurance market was the second largest in Europe and thirdfifth largest in the world.(3)In 2013,2016, gross premium written through Lloyd's syndicates generated roughly 60%65% of the London market's international insurance business,(2) making Lloyd's the world's largest commercial surplus lines insurer(1) and fourthsixth largest reinsurer.(4) Corporate capital providers often provide a majority of a syndicate's capacity and also generally own or control the syndicate's managing agent. This structure permits the capital provider to exert greater influence on, and demand greater accountability for, underwriting results. In 2013,2016, corporate capital providers accounted for approximately 88%90% of total underwriting capacity in Lloyd's.(5) Through 2014, our other European insurance and reinsurance operations primarily have been conducted through Markel Europe plc (Markel Europe), which is headquartered in Dublin, Ireland. Beginning January 1, 2015, business previously underwritten by Markel Europe generally will be underwritten by MIICL.

In Latin America, we provide reinsurance through MIICL, using our representative office in Bogota, Colombia, and our service company in Buenos Aires, Argentina; through Markel Resseguradora do Brasil S.A. (Markel Brazil)Brazil Re), our reinsurance company in Rio de Janeiro, Brazil; and through Markel Syndicate 3000, using Lloyd's admitted status in Rio de Janeiro. Additionally, MIICL and Markel Syndicate 3000 are able to offer reinsurance in a number of Latin American countries through offices outside of Latin America. Beginning in 2017, we provide insurance through Markel Seguradora do Brasil S.A. (Markel Brazil), our insurance company in Rio de Janeiro, Brazil.

In Bermuda, we write business in the worldwide insurance and reinsurance markets. Bermuda's share of the globalThe Bermuda property and casualty insurance and reinsurance market was approximately 8%produced $64 billion of gross written premium in 2013.2015.(6) We conduct our Bermuda operations through Markel Bermuda Limited (Markel Bermuda), which is registered as a Class 4 insurer and Class C long-term insurer under the insurance laws of Bermuda.


Our reinsurance operations, which include our operations based in the United States, the United Kingdom, Latin America and Bermuda, as described above, made us the 34th37th largest reinsurer in 2013,2016, as measured by worldwide gross reinsurance premium writings.(4)  



(1)  U.S. Surplus Lines Segment Review Special Report, A.M. Best (September 15, 2014)1, 2017).
(2)  London Company Market Statistics Report, International Underwriting Association (October 2014)2017).
(3)  UK Insurance Key FactsSwiss Re Sigma, Association of British Insurers (2014March 2017).
(4)  Global Reinsurance Segment Review Special Report, A.M. Best (September 8, 2014)5, 2017).
(5)  Lloyd's Annual Report 20132016.
(6) Bermuda Insurance Market Report 2014, Deloitte Limited (2014).
Monetary Authority 2016 Annual Report.

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In 2014, 27%2017, 21% of consolidated gross premium writings from our underwriting segments related to foreign risks (i.e., coverage for risks or cedents located outside of the United States), of which 34% were from the United Kingdom and 10%12% were from Canada. In 2013, 25%2016, 23% of our premium writings related to foreign risks, of which 25%32% were from the United Kingdom and 13%11% were from Canada. In 2012, 30%2015, 24% of our premium writings related to foreign risks, of which 20%37% were from the United Kingdom and 16%10% were from Canada. In each of these years, there was no other individual foreign country from which premium writings were material. Premium writings are attributed to individual countries based upon location of risk.risk or cedent.

Most of our business is placed through insurance and reinsurance brokers. Some of our insurance business is also placed through managing general agents. We seek to develop and capitalize on relationships with insurance and reinsurance brokers, insurance and reinsurance companies, large global corporations and financial intermediaries to develop and underwrite business. A significant volume of premium for the property and casualty insurance and reinsurance industry is produced through a small number of large insurance and reinsurance brokers. During the years ended December 31, 20142017, 2016 and 2013,2015, the top three independent brokers accounted for approximately27%, 28% and 24%27%, respectively, of our gross premiums written.written in our underwriting segments.

Competition


We compete with numerous domestic and international insurance companies and reinsurers, Lloyd's syndicates, risk retention groups, insurance buying groups, risk securitization programs, alternative capital sources and alternative self-insurance mechanisms. We also compete with new companies that continue to be formed to enter the insurance and reinsurance markets, particularly companies with new or "disruptive" technologies or business models. Competition may take the form of lower prices, broader coverages, greater product flexibility, higher coverage limits, higher quality services or higher ratings by independent rating agencies. In all of our markets, we compete by developing specialty products to satisfy well-defined market needs and by maintaining relationships with agents, brokers and insureds who rely on our expertise. This expertise is our principal means of competing. We offer a diverse portfolio of products, each with its own distinct competitive environment, which enables us to be responsive to changes in market conditions for individual product lines. With each of our products, we seek to compete with innovative ideas, appropriate pricing, expense control and quality service to policyholders, agents and brokers.

Few barriers exist to prevent insurers and reinsurers from entering our markets of the property and casualty industry. Market conditions and capital capacity influence the degree of competition at any point in time. Periods of intense competition, which typically include broader coverage terms, lower prices and excess underwriting capacity, are referred to as a "soft market." A favorable insurance market is commonly referred to as a "hard market" and is characterized by stricter coverage terms, higher prices and lower underwriting capacity. During soft markets, unfavorable conditions exist due in part to what many perceive as excessive amounts of capital in the industry. In an attempt to use their capital, many insurance companies seek to write additional premiums without appropriate regard for ultimate profitability, and standard insurance companies are more willing to write specialty coverages. The opposite is typically true during hard markets. Historically, the performance of the property and casualty reinsurance and insurance industries has tended to fluctuate in cyclical periods of price competition and excess underwriting capacity, followed by periods of high premium rates and shortages of underwriting capacity. This cyclical market pattern can be more pronounced in the specialty insurance and reinsurance markets in which we compete than the standard insurance market.


We have experienced soft insurance market conditions, including price deterioration in virtually all of our product lines, sincestarting in the mid-2000s. Beginning in 2012, prices stabilized and we have generally seensaw low to mid-single digit favorable rate changes in many of our product lines in the following years as market conditions improved and revenues, gross receipts and payrolls of our insureds were favorably impacted by improving economic conditions; however, during the latter part ofconditions. However, beginning in 2013 and continuing into 2014,through the end of 2017, we have experienced softening prices onacross most of our international catastrophe-exposed property product lines, as well as on our marine and energy lines. Our large account business has also been subject to more pricing pressure and competition remains strong in the reinsurance market. Following the high level of natural catastrophes that occurred in the third and fourth quarters of 2017, beginning in first quarter of 2018, we saw more favorable rates, particularly on our propertycatastrophe exposed product lines. We are also seeing more stabilized pricing on our other product lines and continue to see pricing margins in most reinsurance book.lines of business. Despite stabilization of prices on certain product lines during the most recent threelast several years, we still consider the overall property and casualty insurance market to be soft. We routinely review the pricing of our major product lines and will continue to pursue price increases for most product lines in 2015,2018, when possible. However, when we believe the prevailing market price will not support our underwriting profit targets, the business is not written. As a result of our underwriting discipline, gross premium volume may vary when we alter our product offerings to maintain or improve underwriting profitability.


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Underwriting Philosophy


By focusing on market niches where we have underwriting expertise, we seek to earn consistent underwriting profits, which are a key component of our strategy. The property and casualty insurance industry commonly defines underwriting profit or loss as earned premiums net of losses and loss adjustment expenses and underwriting, acquisition and insurance expenses. We believe that the ability to achieve consistent underwriting profits demonstrates knowledge and expertise, commitment to superior customer service and the ability to manage insurance risk. We use underwriting profit or loss as a basis for evaluating our underwriting performance. To facilitate this strategy, we have a product line leadership group that has primary responsibility for both developing and maintaining underwriting and pricing guidelines on our existing products and new product development. The product line leadership group is under the direction of our Chief Underwriting Officer.

The combined ratio is a measure of underwriting performance and represents the relationship of incurred losses, loss adjustment expenses and underwriting, acquisition and insurance expenses to earned premiums. A combined ratio less than 100% indicates an underwriting profit, while a combined ratio greater than 100% reflects an underwriting loss. In 20142017, our combined ratio was 95%105%. See Management's Discussion & Analysis of Financial Condition and Results of Operations for further discussion of our underwriting results.

The following graph compares our combined ratio to the property and casualty industry's combined ratio for the past five years.



Underwriting Segments


In conjunction with the continued integration of Alterra into our insurance operations, during the first quarter of 2014,Through December 31, 2017, we changed the way we aggregatemonitored and monitor our ongoing underwriting results. Effective January 1, 2014, we monitor and reportreported our ongoing underwriting operations in the following three segments: U.S. Insurance, International Insurance and Reinsurance. In determining how to aggregate and monitor our underwriting results, management considersconsidered many factors, including the geographic location and regulatory environment of the insurance entity underwriting the risk, the nature of the insurance product sold, the type of account written and the type of customer served.

The U.S. Insurance segment includes all direct business and facultative placements written by our insurance subsidiaries domiciled in the United States. The International Insurance segment includes all direct business and facultative placements written by our insurance subsidiaries domiciled outside of the United States, including our syndicate at Lloyd's. The Reinsurance segment includes all treaty reinsurance written across the Company. Results for lines of business discontinued prior to, or in conjunction with, acquisitions are reported in the Other Insurance (Discontinued Lines) segment. The lines were discontinued because we believed some aspect of the product, such as risk profile or competitive environment, would not allow us to earn consistent underwriting profits. Underwriting results attributable to Alterra are included in each of our underwriting segments effective May 1, 2013. Alterra previously offered life and annuity reinsurance products. In 2010, Alterra ceased writing life and annuity reinsurance contracts and placed this business into run-off. Results attributable to the run-off of life and annuity reinsurance business are included in our Other Insurance (Discontinued Lines) segment.

With the continued growth and diversification of our business, beginning in 2018, we no longer consider the geographic location of the insurance entity underwriting the risk when monitoring our underwriting operations and will monitor and report our ongoing underwriting operations on a global basis in the following two segments: Insurance and Reinsurance. The Insurance segment will include all direct business and facultative placements written across the Company, which currently are reported in our U.S. Insurance and International Insurance segments. The Reinsurance segment will remain unchanged.

See note 1920 of the notes to consolidated financial statements for additional segment reporting disclosures.

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Markel Corporation
20142017 Consolidated Gross Premium Volume ($4.85.3 billion)
 


U.S. Insurance Segment

Our U.S. Insurance segment includes both hard-to-place risks written outside of the standard market on an excess and surplus lines basis and unique and hard-to-place risks that must be written on an admitted basis due to marketing and regulatory reasons. Business in this segment is written primarily through our Wholesale, Specialty and Global Insurance divisions. As a result of the acquisition of State National Companies, Inc. (State National), effective November 17, 2017, we created the State National division. The State National division's collateral protection underwriting business is included in the U.S. Insurance segment and the remainder is included in our program services business. Effective January 1, 2018, our Wholesale and Global Insurance divisions were combined to form the Markel Assurance division.

Wholesale Division
The Wholesale division writes commercial risks, primarily on an excess and surplus lines basis. The E&S market focuses on hard-to-place risks and loss exposures that generally cannot be written in the standard market. United States insurance regulations generally require an E&S account to be declined by admitted carriers before an E&S company may write the
business. E&S eligibility allows our insurance subsidiaries to underwrite unique loss exposures with more flexible policy forms and unregulated premium rates. This typically results in coverages that are more restrictive and more expensive than coverages in the standard market.

Our E&S business is written through two distribution channels,channels: professional surplus lines general agents who have limited quoting and binding authority and wholesale brokers. The majority of ourOur E&S business produced by this segment is written on a surplus lines basis through Essex, Evanston, or AESIC.

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Tablewhich is authorized to write business in all 50 states and the District of ContentsColumbia, Guam, Puerto Rico and the U.S. Virgin Islands.


Specialty Division
The Specialty division writes program insurance and other specialty coverages for well-defined niche markets, primarily on an admitted basis. Our business written in the admitted market focuses on risks that, although unique and hard-to-place in the standard market, must remain with an admitted insurance company for marketing and regulatory reasons. Hard-to-place risks written in the admitted market cover insureds engaged in similar, but highly specialized, activities whothat require a total insurance program not otherwise available from standard insurers or insurance products that are overlooked by large admitted carriers. The admitted market is subject to more state regulation than the E&S market, particularly with regard to rate and form filing requirements, restrictions on the ability to exit lines of business, premium tax payments and membership in various state associations, such as state guaranty funds and assigned risk plans.

The majority of our business written in the Specialty division is written by retail insurance agents who have very limited or no underwriting authority.authority although we also utilize managing general agents, who have broader underwriting authority, for certain of our product lines. Agents are carefully selected and agency business is controlled through regular audits and pre- approvals.pre-approvals. Certain products and programs are marketed directly to consumers or distributed through wholesale producers. Personal lines coverages included in this segment are marketed directly to the consumer using direct mail, internet and telephone promotions, as well as relationships with various motorcycle and boat manufacturers, dealers and associations.


The majority of the business produced by this division is written either through MIC, MAIC, FCIC, or Essentia.Essentia, SIC, and SINC. MIC, MAIC and Essentia are licensed to write property and casualty insurance in all 50 states and the District of Columbia. MAIC is also licensed to write property and casualty insurance in Puerto Rico. Essentia specializes in coverage for classic cars and boats. FCIC is currently licensed in 28 states and specializes in workers' compensation coverage. SIC and SINC specialize in surety coverages. SIC is currently licensed in all 50 states and the District of Columbia. SINC is currently licensed in California and Texas.

Global Insurance Division
The Global Insurance division writes risks outside of the standard market on both an admitted and non-admitted basis and is comprised of business previously written by Alterra.basis. The portion of Global Insurance division business written by our U.S. insurance subsidiaries is included in this segment, and the remainder is included in the International Insurance segment. U.S. business produced by this division is primarily written on either AESIC or AAIC. AESICEvanston and MAIC.

State National Division
The State National division writes collateral protection insurance (CPI), which insures personal automobiles and other vehicles held as collateral for loans made by credit unions, banks and specialty finance companies through its lender services product line on both an admitted and non-admitted basis. This business is authorized to write propertyprimarily written on SNIC and casualty insurance in 49 states and the District of Columbia, Guam, Puerto Rico and the U.S. Virgin Islands. AAIC isNSIC, which are licensed to write property and casualty insurance in all 50 states and the District of Columbia.

Our U.S. Insurance segment reported gross premium volume of $2.5$2.9 billion, earned premiums of $2.0$2.4 billion and an underwriting profit of $99.3$119.9 million in 2014.2017.

U.S. Insurance Segment
20142017 Gross Premium Volume ($2.52.9 billion)


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Product offerings within the U.S. Insurance segment fall within the following major product groupings:
General Liability
Professional Liability
Property
Personal Lines
Specialty Programs
Workers' Compensation
Other Product Lines


General Liability product offerings include a variety of primary and excess liability coverages targeting apartments and office buildings, retail stores and contractors, as well as business in the life sciences, energy, medical, recreational and hospitality industries. Specific products include the following:
excess and umbrella products, which provide coverage over approved underlying insurance carriers on either an occurrence or claims-made basis;
products liability products, which provide coverage on either an occurrence or claims-made basis to manufacturers, distributors, importers and re-packagers of manufactured products;
environmental products, which provide coverage on either an occurrence or claims-made basis and include environmental consultants' professional liability, contractors' pollution liability and site-specific environmental impairment liability coverages; and
casualty facultative reinsurance written for individual casualty risks focusing on general liability, products liability, automobile liability and certain classes of miscellaneous professional liability and targeting classes which include low frequency, high severity general liability risks.

Professional liability coverages include unique solutions for highly specialized professions, including architects and engineers, lawyers, agents and brokers, service technicians and computer consultants. We offer claims-made medical malpractice coverage for doctors and dentists; claims-made professional liability coverage to individual healthcare providers such as therapists, pharmacists, physician assistants and nurse anesthetists; and coverages for medical facilities and other allied healthcare risks such as clinics, laboratories, medical spas, home health agencies, small hospitals, pharmacies and senior living facilities. Other professional liability coverages include errors and omissions, union liability, executive liability for financial institutions and Fortune 1000 companies and management liability. Our management liability coverages, which can be bundled with other coverages or written monoline,on a standalone basis, include employment practices liability, directors' and officers' liability and fiduciary liability coverages. Additionally, we offer a data privacy and security product,cyber liability products, which providesprovide coverage primarily for data breach and privacy liability, data breach loss to insureds and electronic media coverage.

Property coverages consist principally of fire, allied lines (including windstorm, hail and water damage) and other specialized property coverages, including catastrophe-exposed property risks such as earthquake and wind on both a primary and excess basis. Catastrophe-exposed property risks are typically larger and are lower frequency and higher severity in nature than more standard property risks. Our property risks range from small, single-location accounts to large, multi-state, multi-location accounts. Other types of property products include:
inland marine products, which provide a number of specialty coverages for risks such as motor truck cargo coverage for damage to third party cargo while in transit, warehouseman's legal liability coverage for damage to third party goods in storage, contractor's equipment coverage for first party property damage and builder's risk coverage and fine arts coverage; and
railroad-related products, which provide first party coverages for short-line and regional railroads, scenic and tourist railroads, commuter and light rail trains and railroad equipment.

Personal lines products provide first and third party coverages for classic cars, motorcycles and a variety of personal watercraftswatercraft, including vintage boats, high performance boats and yachts and recreational vehicles, such as motorcycles, snowmobiles and ATVs. Based on the seasonal nature of much of our personal lines business, we generally will experience higher claims activity during the second and third quarters of the year. Additionally, property coverages are offered for mobile homes, dwellings and homeowners that do not qualify for standard homeowner's coverage. Other products offered include special event protection, performance bicycle coverage, pet health coverage, supplemental natural disaster coverage, renters' protection coverage and excess flood coverage.


8

Table of Contents

ProgramSpecialty programs business included in this segment is offered on a monolinestandalone or package basis and generally targets specialized commercial markets and customer groups. Targeted groups include youth and recreation oriented organizations and camps, child care operators, schools, social service organizations, museums and historic homes, performing arts organizations, senior living facilities and wineries. Other programspecialty programs business written in this segment includes:
general agent programs that use managing general agents to offer single source admitted and non-admitted programs for a specific class or line of business;
first and third party coverages for medical transport, small fishing ventures, charters, utility boats and boat rentals; and
property and liability coverages for farms and animal boarding, breeding and training facilities.


Workers' compensation products provide wage replacement and medical benefits to employees injured in the course of employment and target main-street, service and artisan contractor businesses, retail stores and restaurants.

Other product lines within the U.S. Insurance segment include:
transportation-related products, which provide auto physical damage coverage for high-value automobiles as well as all types of specialty commercial vehicles, dealers' open lot and garagekeeper legal liability coverages, vehicular liability and physical damage coverages for local and intermediate haul commercial trucks and liability coverage to operators of non-emergency ambulances and multi-line specialty products designed for the unique characteristics of the garage industry;
ocean marine products, which provide general liability, professional liability, property and cargo coverages for marine artisan contractors, boat dealers and marina owners including hull physical damage, protection and indemnity and third party property coverages for ocean cargo;
surety products, which consist primarily of contract, commercial and court bonds;
CPI, which provides coverage on automobiles or other vehicles held as collateral for loans made by credit unions, banks and specialty finance companies; and
coverages for equine-related risks, such as horse mortality, theft, infertility, transit and specified perils.

International Insurance Segment

Our International Insurance segment writes risks that are characterized by either the unique nature of the exposure or the high limits of insurance coverage required by the insured. Business included in this segment is produced through our Markel International and Global Insurance divisions.


9


Markel International Division
The Markel International division writes business worldwide from our London-based platform includingand branch offices around the world. This platform includes Markel Syndicate 3000, through which our Lloyd's operations are conducted, and MIICL. The London insurance market is known for its ability to provide innovative, tailored coverage and capacity for unique and hard-to-place risks. Hard-to-place risks in the London market are generally distinguishable from standard risks due to the complexity or significant size of the risk. It is primarily a broker market, which means that insurance brokers bring most of the business to the market. Risks written in the Markel International division are written on either a direct basis or a subscription basis, the latter of which means that loss exposures brought into the market are typically insured by more than one insurance company or Lloyd's syndicate, often due to the high limits of insurance coverage required. When we write business in the subscription market, we prefer to participate as lead underwriter in order to control underwriting terms, policy conditions and claims handling.

Global Insurance Division
Global Insurance division business written by our non-U.S. insurance subsidiaries, which primarily targets Fortune 1000 accounts, is included in the International Insurance segment. The Global Insurance division is comprised of business previously written by Alterra and is written through Markel Bermuda and MIICL, as well as Markel Europe through 2014.MIICL.


In 2014, 67%2017, 63% of gross premium written in the International Insurance segment related to foreign risks, of which 37%36% was from the United Kingdom and 14%15% was from Canada. In 2013, 68%2016, 64% of gross premium written in the International Insurance segment related to foreign risks, of which 24%36% was from the United Kingdom and 17%16% was from Canada. In 2012, 85%2015, 66% of gross premium written in the International Insurance segment related to foreign risks, of which 20%40% was from the United Kingdom and 18%13% was from Canada. In each of these years, there was no other individual foreign country from which premium writings were material.

Our International Insurance segment reported gross premium volume of $1.2$1.3 billion, earned premiums of $909.7$949.9 million and an underwriting profitloss of $67.3$33.6 million in 2014.2017.

International Insurance Segment
20142017 Gross Premium Volume ($1.21.3 billion)

Product offerings within the International segment fall within the following major product groupings:
Professional Liability
Marine and Energy
General Liability
Property
Other Product Lines


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Professional liability products are written on a worldwide basis and include professional indemnity, directors' and officers' liability, errors and omissions, employment practices liability, intellectual property and intellectual property.cyber liability. Our target industries include U.S. and international public companies, as well as large professional firms, including lawyers, financial institutions, accountants, consultants, and architects and engineers.

Marine and energy products include a portfolio of coverages for cargo, energy, hull, liability, war terrorism and specieterrorism risks. The cargo account is an international transit-based book covering many types of cargo. Energy coverage includes all aspects of oil and gas activities. The hull account covers physical damage to ocean-going tonnage, yachts and mortgagees' interests. Liability coverage provides for a broad range of energy liabilities, as well as traditional marine exposures including charterers, terminal operators and ship repairers. The war account covers the hulls of ships and aircraft, and other related interests, against war and associated perils. Terrorism coverage provides for property damage and business interruption related to political violence including war and civil war. The specie account includes coverage for fine art on exhibition and in private collections, securities, bullion, precious metals, cash in transit and jewelry.


General liability products are written on a worldwide basis and include general and products liability coverages targeting consultants, construction professionals, financial service professionals, professional practices, social welfare organizations and medical products. We also write excess liability coverage, which includes excess product liability, excess medical malpractice and excess product recall insurance in the following industries: healthcare, pharmaceutical, medical products, life sciences, transportation, heavy industrial and energy. 

Property products target a wide range of insureds, providing coverage ranging from specie risks and fire to catastrophe perils such as earthquake and windstorm. Business is written primarily on an open market basis for direct and facultative risks targeting Fortune 1000 and large, multi-national companies on a worldwide basis. We also provide property coverage for small to medium-sized commercial risks on both a stand-alone and package basis. The specie account includes coverage for fine art on exhibition and in private collections, securities, bullion, precious metals, cash in transit and jewelry.

Other product lines within the International Insurance segment include:
crime coverage primarily targeting financial institutions and providing protection for bankers' blanket bond, computer crime and commercial fidelity;
contingency coverage including event cancellation, non-appearance and prize indemnity;
accident and health coverage targeting affinity groups and schemes, high value and high risks accounts and sports groups;
coverage for equine-related risks such as horse mortality, theft, infertility, transit and specified perils;
coverage for legal expenses including before the event products that protect commercial clients in the event of legal actions and after the event products covering a wide range of litigation;
specialty coverages include mortality risks for farms, zoos, animal theme parks and safari parks; and
short-term trade credit coverage for commercial risks, including insolvency and protracted default as well as political risks coverage in conjunction with commercial risks for currency inconvertibility, government action, import and export license cancellation, public buyer default and war.

Reinsurance Segment

Our Reinsurance segment includes property and casualty treaty reinsurance products offered to other insurance and reinsurance companies globally through the broker market. Our treaty reinsurance offerings include both quota share and excess of loss reinsurance and are typically written on a participation basis, which means each reinsurer shares proportionally in the business ceded under the reinsurance treaty written. Our reinsurance products may include features such as contractual provisions that require our cedent to share in a portion of losses resulting from ceded risks, may require payment of additional premium amounts if we incur greater losses than those projected at the time of the execution of the contract, may require reinstatement premium to restore the coverage after there has been a loss occurrence or may provide for experience refunds if the losses we incur are less than those projected at the time the contract is executed. Our reinsurance product offerings are underwritten by our Global Reinsurance division and our Markel International division. The Global Reinsurance division operates from platforms in the United States Bermuda and Europe and is primarily comprised of business previously written by Alterra.Bermuda. Business written in the Global Reinsurance division is produced through AlterraMarkel Global Re USA and Markel Bermuda. AlterraMarkel Global Re USA is licensed or accredited to provide reinsurance in all 50 states and the District of Columbia. Markel Bermuda conducts its reinsurance operations from Bermuda. The Markel International division conducts its reinsurance operations from its London- basedLondon-based platform, as described above, and from its platform in Latin America, which includes Markel Brazil.


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In 2014, 43%2017, 27% of gross premium written in the Reinsurance segment related to foreign risks, of which 31% was from the United Kingdom. In 2013, 42%2016, 37% of gross premium written in the Reinsurance segment related to foreign risks, of which 27%25% was from the United Kingdom. In 2012, 55%2015, 36% of gross premium written in the Reinsurance segment related to foreign risks, of which 22%32% was from the United Kingdom. In each of these years, there was no other individual foreign country from which premium writings were material.

Our Reinsurance segment reported gross premium volume of $1.1 billion, earned premiums of $908.4$934.1 million and an underwriting profitloss of $38.9$299.2 million in 2014.2017.

Reinsurance Segment
20142017 Gross Premium Volume ($1.1 billion)
Product offerings within the Reinsurance segment fall within the following major product groupings:
Property
Casualty
Auto
OtherSpecialty


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Property treaty products are offered on an excess of loss and quota share basis for catastrophe, per risk and retrocessional exposures worldwide. Our catastrophe exposures are generally written on an excess of loss basis and target both personal and commercial lines of business providing coverage for losses from natural disasters, including hurricanes, wind storms and earthquakes. We also reinsure individual property risks such as buildings, structures, equipment and contents and provide coverage for both personal lines and commercial property exposures. Our retrocessional products provide coverage for all types of underlying exposures and geographic zones. A significant portion of the property treaty business covers United States exposures, with the remainder coming from international property exposures.

Our casualty treaty reinsurance programs are written on a quota share and excess of loss basis and include general liability, professional liability, workers' compensation, medical malpractice, and environmental impairment liability and auto liability. General liability reinsurance includes umbrella and excess casualty products that are written worldwide. Our professional liability reinsurance programs are offered worldwide and consist of directors and officers liability, including publicly traded, private, and non-profit companies in both commercial and financial institution arenas; lawyers errors and omissions for small, medium and large-sized law firms; accountants errors and omissions for small and medium-sized firms; technology errors and omissions and cyber liability focusing on network security and privacy exposures. Auto reinsurance treaty products include commercial and non standard personal auto exposures predominantly in the United States. Our workers' compensation business includes catastrophe-exposed workers' compensation business. Medical malpractice reinsurance products are offered in the United States and include quota share, excess of loss and stop loss coverage for physician, surgeon, hospital and surgeonlong term care medical malpractice specialty writers, member-owned hospital writers focusing on small-to-medium size facilities, national hospital writers focused on primary or lower excess layers on medium size facilities and long-term care writers focused on privately held, religious based or state sponsored non-profit programs.writers. Environmental treaty reinsurance provides coverage for pollution legal liability, contractors pollution and professional liability exposures on both a nationwide and regional basis within the United States.

Auto reinsurance treaty products are offered on a quota share and excess of loss basis and include commercial and non standard personal auto exposures predominantly in the United States. Commercial auto coverage is provided to national and regional carriers while non standard personal auto coverage is offered to regional and single state ceding companies. Our auto reinsurance treaty products previously included exposures in the United Kingdom; however, we ceased writing any new auto business in the United Kingdom in 2014.

OtherSpecialty treaty reinsurance products offered in the Reinsurance segment include:
aviation, which includes commercial airline hull and liability coverage as well as general aviation for risks worldwide;
include structured and whole turnover credit, political risk, mortgage and contract and commercial surety reinsurance programs covering worldwide exposures;
onshore and offshore marine and energy risks on a worldwide basis, including hull, cargo and liability;
agriculture reinsurance for Multi-Peril Crop Insurance, hail and related exposures, covering risks located in the United States and Canada; and
public entity reinsurance products, whichaviation, whole account, accident and health catastrophe coverage, marine and agriculture reinsurance products. Our public entity reinsurance products offer customized programs for government risk solutions, including counties, municipalities, schools, public housing authorities and special districts (e.g. water, sewer, parks) located in the United States. Types of coverage for public entities include general liability, property, environmental impairment liability, data breach, workers' compensation and errors and omissions. Our aviation business includes commercial airline hull and liability coverage as well as general aviation for risks worldwide. Our accident and health catastrophe products cover personal accident, life, medical and workers' compensation coverage. Marine reinsurance products include offshore and onshore marine and energy risks on a worldwide basis, including hull, cargo and liability. Agriculture reinsurance covers Multi-Peril Crop Insurance, hail and related exposures, for risks located in the United States and Canada.

Ceded Reinsurance


WeWithin our underwriting operations, we purchase reinsurance and retrocessional reinsurance to manage our net retention on individual risks and overall exposure to losses, while providing us with the ability to offer policies with sufficient limits to meet policyholder needs. In a reinsurance transaction,and retrocession transactions, an insurance or reinsurance company transfers, or cedes, all or part of its exposure in return for a portion of the premium. In a retrocession transaction, a reinsurer transfers, or cedes, all or part of its exposure in return for a portion of the premium. Following the acquisition of Alterra, we have more insurance and reinsurance products that have typically required higher levels of reinsurance than our historical product offerings required. We purchase catastrophe reinsurance coverage for our catastrophe-exposed policies and we seek to manageensure that our exposures under this coverage so that no exposure to any one reinsurernet retained catastrophe risk is material towithin our ongoing business.corporate tolerances. Net retention of gross premium volume in our underwriting segments was 82%84% in 20142017 and 83% in 2013.2016. We do not purchase or sell finite reinsurance products or use other structures that would have the effect of discounting loss reserves.


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Our ceded reinsurance and retrocessional contracts do not legally discharge us from our primary liability for the full amount of the policies, and we will be required to pay the loss and bear collection risk if the reinsurer fails to meet its obligations under the reinsurance agreement. We attempt to minimize credit exposure to reinsurers through adherence to internal ceded reinsurance guidelines. We manage our exposures so that no exposure to any one reinsurer is material to our ongoing business. To participate in our reinsurance program, prospective companies generally must: (i) maintain an A.M. Best Company (Best) or Standard & Poor's (S&P) rating of "A" (excellent) or better; (ii) maintain minimum capital and surplus of $500 million and (iii) provide collateral for recoverables in excess of an individually established amount. In addition, certain foreign reinsurers for our United States insurance operations must provide collateral equal to 100% of recoverables, with the exception of reinsurers who have been granted certified or authorized status by an insurance company's state of domicile. Our credit exposure to Lloyd's syndicates generally must have a minimum of a "B" rating from Moody's Investors Service (Moody's) to be our reinsurers.is managed through individual and aggregate exposure thresholds.

When appropriate, we pursue reinsurance commutations that involve the termination of ceded reinsurance and retrocessional contracts. Our commutation strategy related to ceded reinsurance and retrocessional contracts is to reduce credit exposure and eliminate administrative expenses associated with the run-off of ceded reinsurance placed with certain reinsurers.


The following table displays balances recoverable from our ten largest reinsurers by group from our underwriting operations at December 31, 2014.2017. The contractual obligations under reinsurance and retrocessional contracts are typically with individual subsidiaries of the group or syndicates at Lloyd's and are not typically guaranteed by other group members or syndicates at Lloyd's. These ten reinsurance groups represent approximately 63%61% of our $2.0$2.6 billion reinsurance recoverable balance attributed to our underwriting operations, before considering allowances for bad debts.

Reinsurers
A.M. Best
Rating
 
Reinsurance
Recoverable
Reinsurance Group
A.M. Best
Rating
 
Reinsurance
Recoverable
  
(dollars in
thousands)
  
(dollars in
thousands)
Fairfax Financial GroupA $203,119
A $262,806
Munich Re GroupA+ 200,172
   A+ 214,441
AXIS Capital Holdings LimitedA+ 156,005
   A+ 184,662
Lloyd's of LondonA 136,340
A 163,317
Alleghany CorporationA 133,683
   A+ 151,033
Partner Re GroupA+ 116,218
Platinum Underwriters Holdings LtdA 110,898
RenaissanceRe Holdings LtdA 136,753
EXOR S.p.AA 125,599
Liberty Mututal Holding CompanyA 123,068
Swiss Re GroupA+ 83,354
   A+ 110,377
XL Capital GroupA 68,609
Arch Insurance GroupA+ 68,042
Everest Re Group   A+ 94,306
Reinsurance recoverable on paid and unpaid losses for ten largest reinsurersReinsurance recoverable on paid and unpaid losses for ten largest reinsurers 1,276,440
Reinsurance recoverable on paid and unpaid losses for ten largest reinsurers 1,566,362
Total reinsurance recoverable on paid and unpaid lossesTotal reinsurance recoverable on paid and unpaid losses $2,030,688
Total reinsurance recoverable on paid and unpaid losses $2,585,823

Reinsurance recoverable balances in the preceding table are shown before consideration of balances owed to reinsurers and any potential rights of offset, any collateral held by us and allowances for bad debts.

Reinsurance and retrocessional treaties are generally purchased on an annual or biennial basis and are subject to yearly renegotiations.renegotiations at renewal. In most circumstances, the reinsurer remains responsible for all business produced before termination. Treaties typically contain provisions concerning ceding commissions, required reports to reinsurers, responsibility for taxes, arbitration in the event of a dispute and provisions that allow us to demand that a reinsurer post letters of credit or assets as security if a reinsurer becomes an unauthorized reinsurer under applicable regulations or if its rating falls below an acceptable level.

See note 15 of the notes to consolidated financial statements and Management's Discussion & Analysis of Financial Condition and Results of Operations for additional information about our ceded reinsurance programs and exposures.


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Investments

 

Our business strategy recognizes the importance of both consistent underwriting and operating profits and superior investment returns to build shareholder value. We rely on sound underwriting practices to produce investable funds while minimizing underwriting risk. The majority of our investable assets come from premiums paid by policyholders. Policyholder funds are invested predominantly in high-quality corporate, government and municipal bonds with relatively short durations.that generally match the duration of our loss reserves. The balance, comprised of shareholder funds, is available to be invested in equity securities, which over the long run, have produced higher returns relative to fixed maturity investments. When purchasing equity securities, we seek to invest in profitable companies, with honest and talented management, that exhibit reinvestment opportunities and capital discipline, at reasonable prices. We intend to hold these investments over the long term. Substantially all of our investment portfolio is managed by company employees.

The investment portfolio acquired through the Alterra acquisition was comprised of hedge funds, equity method investments and fixed maturities that were generally longer duration than our historical fixed maturity portfolio. In order to align the acquired investment portfolio with Markel's investment philosophy and target investment portfolio allocations, we have liquidated substantially all of the hedge fund portfolio and continue to increase our holdings in equity securities and fixed maturity tax-exempt municipal securities.

We evaluate our investment performance by analyzing net investment income and net realized gains (losses) as well as our taxable equivalent total investment return.return, which is a non-GAAP financial measure. Taxable equivalent total investment return includes items that impact net income, such as coupon interest on fixed maturities, dividends on equity securities and realized investment gains or losses, as well as changes in unrealized gains or losses, which do not impact net income. Certain items that are included in net investment income have been excluded from the calculation of taxable equivalent total investment return, such as amortization and accretion of premiums and discounts on our fixed maturity portfolio, to provide a comparable basis for measuring our investment return against industry investment returns. The calculation of taxable equivalent total investment return also includes the current tax benefit associated with income on certain investments that is either taxed at a lower rate than the statutory income tax rate or is not fully included in federal taxable income. We believe the taxable equivalent total investment return is a better reflection of the economics of our decision to invest in certain asset classes. See "Investing Results" in Management's Discussion & Analysis of Financial Condition and Results of Operations for further detail regarding the components of taxable equivalent total investment return. In 2014, net investment income was $363.2 million and net realized investment gains were $46.0 million. During the year ended December 31, 2014, net unrealized gains on investments increased by $981.0 million. We do not lower the quality of our investment portfolio in order to enhance or maintain yields. We focus on long-term total investment return, understanding that the level of realized and unrealized investment gains or losses may vary from one period to the next.

The following table summarizes our investment performance.
 Years Ended December 31,
(dollars in thousands)2017 2016 2015 2014 2013
Net investment income$405,709
 $373,230
 $353,213
 $363,230
 $317,373
Net realized investment gains (losses)$(5,303) $65,147
 $106,480
 $46,000
 $63,152
Increase (decrease) in net unrealized gains on investments$1,125,440
 $342,111
 $(457,584) $981,035
 $261,995
Investment yield (1)
2.6% 2.4% 2.3% 2.4% 2.6%
(1)
Investment yield reflects net investment income as a percentage of monthly average invested assets at amortized cost.

We believe our investment performance is best analyzed from the review of taxable equivalent total investment return over several years. The following table presents taxable equivalent total investment return before and after the effects of foreign currency movements.

Annual Taxable Equivalent Total Investment Returns

          
Weighted
Average
Five-Year
Annual
Return
 
Weighted
Average
Ten-Year
Annual
Return
          
Five-Year
Annual
Return
 
Ten-Year
Annual
Return
Years Ended December 31, Years Ended December 31, 
2014 2013 2012 2011 2010 2017 2016 2015 2014 2013 
Equities18.6% 33.3% 19.6% 3.8% 20.8% 20.4% 13.4%25.5% 13.5% (2.5)% 18.6% 33.3% 17.0% 10.6%
Fixed maturities (1)
6.5% 0.0% 5.1% 7.6% 5.4% 4.7% 4.8%3.4% 2.4% 1.6 % 6.5% % 2.7% 4.1%
Total portfolio, before foreign currency effect8.9% 6.9% 8.6% 6.7% 8.1% 7.9% 6.5%9.2% 5.0% 0.5 % 8.9% 6.9% 6.1% 5.7%
Total portfolio7.4% 6.8% 9.0% 6.5% 7.9% 7.4% 6.2%10.2% 4.4% (0.7)% 7.4% 6.8% 5.5% 5.3%
Invested assets, end of year (in millions)$18,638
 $17,612
 $9,333
 $8,728
 $8,224
    $20,570
 $19,059
 $18,181
 $18,638
 $17,612
    
(1) 
Includes short-term investments, cash and cash equivalents and restricted cash and cash equivalents.


The following table reconciles investment yield to taxable equivalent total investment return.
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 Years Ended December 31,
 2017 2016 2015 2014 2013
Investment yield (1)
2.6 % 2.4 % 2.3 % 2.4 % 2.6 %
Adjustment of investment yield from amortized cost to fair value(0.5)% (0.4)% (0.4)% (0.4)% (0.3)%
Net amortization of net premium on fixed maturities0.4 % 0.4 % 0.5 % 0.6 % 0.7 %
Net realized investment gains and change in net unrealized gains on investments5.9 % 2.3 % (2.0)% 5.9 % 2.3 %
Taxable equivalent effect for interest and dividends (2)
0.4 % 0.4 % 0.4 % 0.4 % 0.4 %
Other (3)
1.4 % (0.7)% (1.5)% (1.5)% 1.1 %
Taxable equivalent total investment return10.2 % 4.4 % (0.7)% 7.4 % 6.8 %
(1)
Investment yield reflects net investment income as a percentage of monthly average invested assets at amortized cost.
(2)
Adjustment to tax-exempt interest and dividend income to reflect a taxable equivalent basis.
(3)
Adjustment to reflect the impact of changes in foreign currency exchange rates and time-weighting the inputs to the calculation of taxable equivalent total investment return.
Table of Contents

We monitor our investment portfolio to ensure that credit risk does not exceed prudent levels. S&P and Moody's provide corporate and municipal debt ratings based on their assessments of the credit quality of an obligor with respect to a specific obligation. S&P's ratings range from "AAA" (capacity to pay interest and repay principal is extremely strong) to "D" (debt is in payment default). Securities with ratings of "BBB" or higher are referred to as investment grade securities. Debt rated "BB" and below is regarded by S&P as having predominantly speculative characteristics with respect to capacity to pay interest and repay principal. Moody's ratings range from "Aaa" to "C" with ratings of "Baa" or higher considered investment grade.

Our fixed maturity portfolio has an average rating of "AA," with approximately 97%98% rated "A" or better by at least one nationally recognized rating organization. Our policy is to invest in investment grade securities and to minimize investments in fixed maturities that are unrated or rated below investment grade. At December 31, 2014,2017, less than 1% of our fixed maturity portfolio was unrated or rated below investment grade. Our fixed maturity portfolio includes securities issued with financial guaranty insurance. We purchase fixed maturities based on our assessment of the credit quality of the underlying assets without regard to insurance.

At December 31, 2014, we held fixed maturities of $7.7 million, or less than 1% of invested assets, from sovereign and non-sovereign issuers domiciled in Portugal, Ireland, Italy, Greece or Spain and $1.9 billion, or 10% of invested assets, from sovereign and non-sovereign issuers domiciled in other European countries including supranationals. At December 31, 2013, we held fixed maturities of $45.7 million, or less than 1% of invested assets, from sovereign and non-sovereign issuers domiciled in Portugal, Ireland, Italy, Greece or Spain and $2.0 billion, or 12% of invested assets, from sovereign and non-sovereign issuers domiciled in other European countries including supranationals.

The following chart presents our fixed maturity portfolio, at estimated fair value, by rating category at December 31, 2014.2017.

20142017 Credit Quality of Fixed Maturity Portfolio ($10.49.9 billion)


See "Market Risk Disclosures" in Management's Discussion & Analysis of Financial Condition and Results of Operations for additional information about investments.

Program Services


In November 2017, we completed the acquisition of State National. Following the acquisition, our other operations expanded to include program services business, which is provided through our newly formed State National division. Our program services business generates fee income, in the form of ceding (program service) fees, by offering issuing carrier capacity to both specialty general agents and other producers (GAs), who sell, control, and administer books of insurance business that are supported by third parties that assume reinsurance risk. These reinsurers are domestic and foreign insurers and institutional risk investors (capacity providers) that want to access specific lines of U.S. property and casualty insurance business. Issuing carrier (fronting) arrangements refer to our business in which we write insurance on behalf of a capacity provider and then reinsure the risk under these policies with the capacity provider in exchange for program services fees.

Through our program services business, we write a wide variety of insurance products, principally including general liability insurance, commercial liability insurance, commercial multi-peril insurance, property insurance and workers compensation insurance. Program services business written through our State National division is separately managed from our underwriting divisions, which write similar products, in order to protect our customers and eliminate internal competition for this business. Our program services business is written through SNIC, NSIC and City National Insurance Company (CNIC), all of which are domiciled in Texas, and United Specialty Insurance Company (USIC), which is domiciled in Delaware. SNIC, NSIC and CNIC are licensed to write property and casualty insurance in all 50 states and the District of Columbia. USIC is eligible to write business in all 50 states, the District of Columbia and the U.S. Virgin Islands. Many of our programs are arranged with the assistance of brokers that are seeking to provide customized insurance solutions for specialty insurance business that requires an A.M Best "A" rated carrier. Our specialized business model relies on our GAs or capacity providers to provide the infrastructure associated with providing policy administration, claims handling, cash handling, underwriting, or other traditional insurance company services. We believe there are relatively few active competitors in the fronting business. We compete primarily on the basis of price, customer service, geographic coverage, financial strength ratings, licenses, reputation, business model and experience.

Total revenues attributed to our program services business from the acquisition date to December 31, 2017 were $15.3 million. Our program services business generated $253.9 million of gross written premium volume from the acquisition date to December 31, 2017.

In our program services business, we generally enter into a 100% quota share reinsurance agreement whereby we cede to the capacity provider (reinsurer) substantially all of our gross liability under all policies issued by and on behalf of us by the GA. The capacity provider is generally entitled to 100% of the net premiums received on policies reinsured, less the ceding fee to us, the commission paid to the GA and premium taxes on the policies. In connection with writing this business, we also enter into agency agreements with both the producer (typically GAs) and the capacity provider whereby the producer and capacity provider are generally required to deal directly with each other to develop business structures and terms to implement and maintain the ongoing contractual relationship. In a number of cases, the producer and capacity provider for a program are part of the same organization or are otherwise affiliated. As a result of our contract design, substantially all of the underwriting risk and business risk inherent in the arrangement is borne by the capacity provider. The capacity provider assumes and is liable for substantially all losses incurred in connection with the risks under the reinsurance agreement, including judgments and settlements. Our contracts with capacity providers do not legally discharge us from our primary liability for the full amount of the policies, and we will be required to pay the loss and bear collection risk if the capacity provider fails to meet its obligations under the reinsurance agreement. As a result, we remain exposed to the credit risk of capacity providers, or the risk that one of our capacity providers becomes insolvent or otherwise unable or unwilling to pay policyholder claims. We mitigate this credit risk generally by either selecting well capitalized, highly rated authorized capacity providers or requiring that the capacity provider post substantial collateral to secure the reinsured risks.


The following table displays balances recoverable from our ten largest reinsurers by group for our program services business, based on gross reinsurance recoverable balances at December 31, 2017. The contractual obligations under reinsurance and retrocessional contracts are typically with individual subsidiaries of the group or syndicates at Lloyd's and are not typically guaranteed by other group members or syndicates at Lloyd's. Reinsurance recoverable balances are shown before consideration of balances owed to reinsurers and any potential rights of offset, and allowances for bad debts. These ten reinsurance groups represent 79% of our $2.2 billion reinsurance recoverable balance attributed to our program services business, before considering allowances for bad debts.
Reinsurance Group
A.M. Best
Rating
 Gross Reinsurance Recoverable 
Collateral Applied (1)
 Net Reinsurance Recoverable
(dollars in thousands)       
Fosun International Holdings Ltd.     B++ $538,227
 $537,659
 $568
Knight Insurance Company Ltd.     B++ 397,070
 397,070
 
Lloyd's of LondonA 297,494
 
 297,494
James River Group Holdings, Ltd.A 139,507
 139,507
 
Tokio Marine Holdings     A++ 102,284
 1,172
 101,112
Enstar Group Limited  A- 75,289
 39,349
 35,940
State Automobile Mutual Insurance Company  A- 50,886
 50,886
 
Greenlight Capital Re, Ltd.  A- 48,833
 48,833
 
SOMPO Holdings, Inc.   A+ 42,535
 
 42,535
Allianz SE   A+ 42,534
 
 42,534
Reinsurance recoverable on paid and unpaid losses for ten largest gross reinsurers 1,734,659
 1,214,476
 520,183
Total reinsurance recoverable on paid and unpaid losses $2,193,542
 $1,510,671
 $682,871
(1)
Collateral is applied to each reinsurer, up to the amount of the gross recoverable, to determine the net recoverable for each reinsurer presented in this table. As of December 31, 2017, we were the beneficiary of total letters of credit, trust accounts and funds withheld in the amount of $1.5 billion collateralizing reinsurance recoverable balances from our top 10 reinsurers and $1.9 billion for our total reinsurance recoverable balance.

Markel CATCo Investment Management


Our other operations also include our Markel CATCo operations, which are conducted through Markel CATCO Investment Management Ltd. (MCIM). MCIM is a leading insurance-linked securities investment fund manager and reinsurance manager headquartered in Bermuda focused on building and managing highly diversified, collateralized retrocession and reinsurance portfolios covering global property catastrophe risks. MCIM receives management fees for its investment and insurance management services, as well as performance fees based on the annual performance of the investment funds that it manages. Total revenues attributed to MCIM for the year ended December 31, 2017 were $28.7 million. As of December 31, 2017, MCIM's total investment and insurance assets under management were $6.2 billion, which includes $6.0 billion for unconsolidated variable interest entities.


Markel Ventures

 

Through our wholly-ownedwholly owned subsidiary Markel Ventures, Inc. (Markel Ventures), we own interests in various industrial and service businesses that operate outside of the specialty insurance marketplace. These businesses are viewed by management as separate and distinct from our insurance operations. Local management teams oversee the day-to-day operations of these companies, while strategic decisions are made in conjunction with members of our executive management team, principally our President and Chief Investment Officer.team.

Our strategy in making these investments is similar to our strategy for purchasing equity securities. We seek to invest in profitable companies, with honest and talented management, that exhibit reinvestment opportunities and capital discipline, at reasonable prices. We intend to own the businesses acquired for a long period of time.


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Our Markel Ventures operations are comprised of a diverse portfolio of industrial and service companies from various industries, including manufacturers of dredging equipment, high-speed bakery equipment, food processing equipment and car hauler equipment and parts, an owner and operator of manufactured housing communities, a residential homebuilder, a manager of behavioral health programs and a manufacturer of laminated oak and composite wood flooring used in the assembly of truck trailers, intermodal containers and truck bodies, among others.businesses. While each of the companies in our Markel Ventures operations arebusinesses is operated independently from one another, we aggregate their financial results into two industry groups: manufacturing and non-manufacturing. Our manufacturing operations are comprised of manufacturers of transportation and other industrial equipment. Our non-manufacturing operations are comprised of businesses from several industry groups, including consumer goods and services (including healthcare) and business services.

We historically monitored and assessed the performance of each of our Markel Ventures businesses separately with no single business being individually significant to the operations of the Company as a whole. Following the continued growth in our Markel Ventures operations and its aggregate significance to our financial results, beginning in 2018, we will monitor and report our Markel Ventures operations as a single operating segment, consistent with the way our chief operating decision maker now reviews and assesses Markel Ventures’ performance.

In 20142017, our Markel Ventures operations reported revenues of $838.1 million and$1.3 billion, net income to shareholders of $9.6$103.6 million and earnings before interest, income taxes, depreciation and amortization (EBITDA) of $177.6 million. We use Markel Ventures EBITDA as an operating performance measure in conjunction with revenues and net income. See "Markel Ventures Operations" in Management's Discussion & Analysis of Financial Condition and Results of Operations for more information on EBITDA.

See note 2021 of the notes to consolidated financial statements and Management's Discussion & Analysis of Financial Condition and Results of Operations for additional information about our Markel Ventures operations.


Shareholder Value
 

Our financial goals are to earn consistent underwriting and operating profits and superior investment returns to build shareholder value. More specifically, we measure financial success by our ability to compound growth ingrow book value per share at a high rate of return over a long period of time. To mitigate the effects of short-term volatility, we generally use five-year time periods to measure ourselves. We believe that growthGrowth in book value per share is the most comprehensivean important measure of our success because it includes all underwriting, operating and investing results. For the year ended December 31, 2014,2017, book value per share increased 14%13% primarily due to net income to shareholders of $321.2 million and a $661.7$763.0 million increase in net unrealized gains on investments, net of taxes.taxes, and net income to shareholders of $395.3 million. For the year ended December 31, 2013,2016, book value per share increased 18%8% primarily due to equity issued in connection with the acquisition of Alterra, which was accretive to book value, net income to shareholders of $281.0$455.7 million and a $184.6$242.2 million increase in net unrealized gains on investments, net of taxes. Over the past five years, we have grown book value per share at a compound annual rate of 14%11% to $543.96$683.55 per share. As we continue to expand our operations beyond underwriting and investing, we recognize that book value per share does not capture all of the economic value in our business, as a growing portion of our operations are not recorded at fair value or otherwise captured in book value. As a result, beginning in 2018, we will also measure our financial success through the growth in the market price of a share of our stock, or total shareholder return, over a long period of time. For the year ended December 31, 2017, our share price increased 26%. Over the past five years, our share price increased at a compound annual rate of 21%.

The following graph presents book value per share and share price for the past five years as of December 31.

Book Value Per Share



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Regulatory Environment

 

Our insurance subsidiaries are subject to regulation and supervision by the insurance regulatory authorities of the various jurisdictions in which they conduct business. This regulation is intended for the benefit of policyholders rather than shareholders or holders of debt securities. The jurisdictions of our principal insurance subsidiaries are the United States (U.S.), the United Kingdom (U.K.) and Bermuda. Our Markel Ventures, Markel CATCo and other businesses also are subject to regulation and supervision by regulatory authorities of the various jurisdictions in which they conduct business.

United States Insurance Regulation

Overview. Our U.S. insurance subsidiaries are subject to varying degrees of regulation and supervision in the jurisdictions in which they do business. Each state has its own regulatory authority for insurance that is generally responsible for the direct regulation of the business of insurance conducted in that state. In addition, the National Association of Insurance Commissioners (NAIC), comprised of the insurance commissioners of each U.S. jurisdiction, develops or amends model statutes and regulations that in turn most states adopt. While the U.S. federal government and its regulatory agencies generally do not directly regulate the business of insurance, there have been recent federal initiatives that impact the business of insurance.

State Insurance Regulation. In the United States, authority for the regulation, supervision and administration of the business of insurance in each state is generally delegated to a state commissioner heading a regulatory body responsible for the business of insurance. Through this authority, state regulatory authorities have broad regulatory, supervisory and administrative powers relating to solvency standards; the licensing of insurers and their agents; the approval of forms and policies used; the nature of, and limitations on, insurers' investments; the form and content of annual statements and other reports on the financial condition of insurers; and the establishment of loss reserves. Our U.S. insurance subsidiaries that operate on an admitted basis are typically subject to regulatory rate and form review, while our U.S. excess and surplus lines insurance subsidiaries generally operate free of rate and form regulation.

Holding Company Statutes. In addition to regulatory supervision of our domestic insurance subsidiaries, we are subject to state statutes governing insurance holding company systems. Typically, such statutes require that we periodically file information with the appropriate state insurance commissioner, including information concerning our capital structure, ownership, financial condition, material transactions with affiliates and general business operations. In addition, these statutes also require approval of changes in control of an insurer or an insurance holding company. Generally, control for these purposes is defined as ownership or voting power of 10% or more of a company's voting shares. Additional requirements include group-level reporting, submission of an annual enterprise risk report by a regulated insurance company's ultimate controlling person and information regarding an insurer's non-insurer affiliates.

Risk Based Capital Requirements. The NAIC uses a risk based capital formula that is designed to measure the capital of an insurer taking into account the company's investments and products. These requirements provide a formula which, for property and casualty insurance companies, establishes capital thresholds for four categories of risk: asset risk, insurance risk, interest rate risk and business risk. At December 31, 2014,2017, the capital and surplus of each of our United States insurance subsidiaries was above the minimum regulatory thresholds.

Own Risk and Solvency Assessment. We must submit annually to the Illinois Department of Insurance, our lead state insurance regulator, an Own Risk and Solvency Assessment Summary Report (ORSA). The ORSA is a confidential internal assessment of the material and relevant risks associated with an insurer's current business plan and the sufficiency of capital resources to support those risks.

Excess and Surplus Lines. The regulation of our U.S. insurance subsidiaries' excess and surplus lines insurance business differs significantly from the regulation of our admitted business. Our surplus lines subsidiaries are subject to the surplus lines regulation and reporting requirements of the jurisdictions in which they are eligible to write surplus lines insurance. Although the surplus lines business is generally less regulated than admitted business, regulations apply to surplus lines placements under the laws of every state.

Dividends. The laws of the domicile states of our U.S. insurance subsidiaries govern the amount of dividends that may be paid to our holding company, Markel Corporation. Generally, statutes in the domicile states of our insurance subsidiaries require prior approval for payment of extraordinary, as opposed to ordinary, dividends. At December 31, 2014,2017, our United States insurance subsidiaries could pay up to $310.6$436.4 million during the following 12 months under the ordinary dividend regulations.


Trade Practices. State insurance laws and regulations include numerous provisions governing trade practices and the marketplace activities of insurers, including provisions governing marketing and sales practices, data security, policyholder services, claims management, anti-fraud controls and complaint handling. State regulatory authorities generally enforce these provisions through periodic market conduct examinations.


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Investment Regulation. Investments by our domestic insurance companies must comply with applicable laws and regulations that prescribe the kind, quality and concentration of investments. In general, these laws and regulations permit investments in federal, state and municipal obligations, corporate bonds, preferred and common equity securities, mortgage loans, real estate and certain other investments, subject to specified limits and certain other qualifications.

The Terrorism Risk Insurance Act. The Terrorism Risk Insurance Act of 2002, as amended (TRIA), has established a federal program that provides for a system of shared public and private compensation for certain insured losses resulting from acts of terrorism. In early 2015 the program was extended for another six years, and is now scheduled to expire in 2020. In addition, the most recent extension of TRIA (1) raisesraised the threshold for the program to go into effect (the triggering event) from $100 million in losses to $200 million, in $20 million increments starting in January 2016 and (2) increasesincreased the amount that insurers must cover as a whole through co-payments and deductibles, which is known in the industry as the aggregate retention. TheStarting in 2016, the aggregate retention amount will riserises by $2 billion a year to $37.5 billion from $27.5 billion, starting in 2016.billion. TRIA is applicable to almost all commercial lines of property and casualty insurance but excludes commercial auto, burglary and theft, surety, professional liability and farm owners' multi-peril insurance. Insurers with direct commercial property and casualty insurance exposure in the United States are required to participate in the program and make available coverage for certified acts of terrorism. Federal participation will be triggered under TRIA when the Secretary of Treasury certifies an act of terrorism.

Cybersecurity. The New York Department of Financial Services (NYDFS) has issued Cybersecurity Requirements for Financial Services Companies that require certain of our insurance operations to, among other things, establish and maintain a cybersecurity policy designed to protect consumers and ensure the safety and soundness of New York State’s financial services industry. The regulation went into effect on March 1, 2017 and has transition periods ranging from 180 days to two years. In addition, the NAIC recently adopted the Insurance Data Security Model Law in October 2017. The purpose of the model law is to establish standards for data security and for the investigation and notification of insurance commissioners of cybersecurity events involving unauthorized access to, or the misuse of, certain nonpublic information. It is not clear whether state legislatures will begin adopting the model law, or in what form or when they will do so.

Federal Regulation. Although theThe federal government and its regulatory agencies generally do not directly regulate the business of insurance, federal initiatives could have an impact on our business in a variety of ways. The Dodd Frank Wall Street Reform and Consumer Protection Act (Dodd-Frank Act) was enacted in 2010 and effected sweeping changes to financial services regulation in the United States. The Dodd-Frank Act createdinsurance. However, two new federal government bodies, the Federal Insurance Office (FIO) and the Financial Stability Oversight Council (FSOC), whicheach created under The Dodd Frank Wall Street Reform and Consumer Protection Act enacted in 2010, may impact the regulation of insurance. Although the FIO is prohibited from directly regulating the business of insurance, it has authority to represent the United States in international insurance matters and has limited powers to preempt certain types of state insurance laws. The FIO also can recommend to the FSOC that it designate an insurer as an entity posing risks to the United States financial stability in the event of the insurer's material financial distress or failure. We have not been so designated.

On December 12, 2013, the FIO delivered a report to Congress on how to modernize and improve the system of insurance regulation in the U.S. The report recommended that, in the short term, the U.S. system of insurance regulation can be modernized through state-based improvements combined with certain federal actions. The report identified areas for direct federal involvement in international standard setting, the FIO participation in supervisory colleges, which monitor the regulation of large national and internationally active insurance groups, and federal pursuit of international covered agreements to afford nationally uniform treatment of reinsurance collateral requirements. The report also made several recommendations for state reform of insurance regulation, including changes to the state regulation of insurance company solvency, group supervision and corporate governance. The FIO report stated that the system of U.S. insurance regulation can be modernized and improved in the short-term, while warning that if the states do not act in the near term to effectively regulate matters on a consistent and cooperative basis, in the FIO's view there will be a greater role for federal regulation of insurance.

United Kingdom Insurance Regulation

Under the Financial Services and Markets Act 2000 (FSMA), it is unlawful to carry on insurance business in the United Kingdom without permission to do so from the relevant regulators. Before April 1, 2013, the Financial Services Authority (FSA) was responsible for supervising all securities, banking and insurance business in the United Kingdom. With the enactment of the Financial Services Act 2012 (which amended FSMA), the FSA was replaced by two regulators:regulators, currently the Prudential Regulation Authority (PRA) and the Financial Conduct Authority (FCA). An independent Financial Policy Committee (FPC) at the Bank of England supervises the financial services sector at a macro level, responding to sectoral issues that could threaten economic and financial stability.

Since April 1, 2013, when regulatory responsibility for the insurance firms in the United Kingdom was given to the PRA and the FCA, MIICL, and MSM, our Lloyd's managing agent, have been "dual regulated firms"; each firm isand E.C. Insurance Company Limited (ECIC), which we acquired in November 2017, are authorized by the PRA and regulated by both the PRA and the FCA. In addition, in January 2014, we completed the acquisition of Abbey Protection plc (Abbey), an integrated specialtyour United Kingdom insurance and consultancy group headquartered in London. Abbey Protection Group Limited, a wholly-owned subsidiary of Abbey, is an FCA-authorisedoperations include FCA-authorized insurance intermediaryintermediaries that producesproduce insurance to bothfor MIICL, Syndicate 3000 and third party insurance carriers in the UK.carriers.


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The PRA is a subsidiary of the Bank of England and is responsible for the prudential regulation and supervision of banks, building societies, credit unions, major investment firms and insurers, including the Society of Lloyd's and managing agents that participate in the Lloyd's market. The two primary statutory objectives of the PRA are to promote the safety and soundness of the firms it regulates and, specific to insurers, to contribute to securing an appropriate degree of protection for those who are, or may become, policyholders. A secondary objective of the PRA is to facilitate effective competition.


The FCA, which is separate from the Bank of England, is accountable to HM Treasury and ultimately the United Kingdom Parliament. The FCA supervises the day-to-day conduct of insurance firms and other authorized firms operating in the United Kingdom, including those participating in the Lloyd's market and UKU.K. insurance intermediaries. The overarching strategic objective of the FCA is to ensure that the relevant markets function well. The FCA also has three operational objectives: securing an appropriate degree of protection for consumers, protecting and enhancing the integrity of the UKU.K. financial system, and promoting effective competition in the interests of consumers.

The PRA assesses the insurance firms it regulates on a continuous cycle, requiring firms to submit sufficient data of appropriate quality to support their judgments about key risks, through meetings of directors, officers and other employees with PRA supervisors. The PRA also oversees compliance with established periodic auditing and reporting requirements, minimum solvency margins and individual capital assessment requirements under the Solvency II Directive (Solvency II) and imposes dividend restrictions, while bothrestrictions. Both the PRA and the FCA oversee compliance with risk assessment reviews, restrictions governing the appointment of key officers, restrictions governing controlling ownership interests and various other requirements. In addition, both the PRA and FCA have arrangements with Lloyd's for cooperation on supervision and enforcement of the Lloyd's market.

MIICL and ECIC must provide 14 days' advance notice to the PRA for any dividends from MIICL.and any transaction or proposed transaction with a connected or related person. MSM is required to satisfy the solvency requirements of Lloyd's. In addition, our United Kingdom subsidiaries must comply with the United Kingdom Companies Act of 2006, which provides that dividends may only be paid out of profits available for that purpose.

In addition, under Solvency II, the regulatory framework for the European insurance industry in place effective January 1, 2016, MIICL must also provide 14 days'give the PRA advance written notice of any material intra-group transaction which Markel International Limited (the indirect parent of MIICL) or any of its subsidiaries intends to enter into with a group entity outside the European Economic Area and any material payment, including the payment of a dividend, other distribution or capital extraction which Markel International Limited or any of its subsidiaries intends to make to a group entity outside the European Economic Area.

MIICL, MSM and ECIC each submit, at least annually, an ORSA to the PRA and Lloyd's, respectively. The ORSA is a confidential internal assessment of any transaction or proposed transactionthe material risks associated with a connected or related person.the current business plans for MIICL, MSM and ECIC and the sufficiency of capital resources in place to support those risks.

On June 23, 2016, the United Kingdom voted to exit the European Union (E.U.) (Brexit). For discussion regarding Brexit, see "Brexit Developments" under Management's Discussion & Analysis of Financial Condition and Results of Operations and the Risk Factor titled "The United Kingdom's vote to leave, and the eventual exit of the United Kingdom from, the European Union could adversely affect us."

Bermuda Insurance Regulation

The insurance and reinsurance industry in Bermuda is regulated by the Bermuda Monetary Authority (BMA). Markel Bermuda is regulated by the BMA as a Class 4 general business and Class C long-term business insurer under the Insurance Act 1978 of Bermuda and its related regulations (Bermuda Insurance Act). The Bermuda Insurance Act imposes on Markel Bermuda solvency and liquidity standards, restrictions on the reduction of statutory capital and auditing and reporting requirements on Markelrequirements. The Bermuda andInsurance Act grants to the BMA powers to cancel insurance licenses, supervise, investigate and intervene in the affairs of Bermuda insurance and reinsurance companies.companies and, in certain circumstances, share information with foreign regulators. Bermuda's prudential framework for the supervision of insurance and reinsurance companies and groups is deemed to be fully equivalent to the regulatory standards applied to European insurance and reinsurance companies and groups under Solvency II. As a result, Bermuda is considered by European member states as applying an equivalent statutory insurance regime in accordance with the requirements of Solvency II with respect to reinsurance, group solvency calculations and group supervision. The equivalence recognition applies to Bermuda's commercial Class 3A, 3B, 4, Class C, Class D and Class E insurers and reinsurers and groups.

Markel Bermuda is subject to enhanced capital requirements in addition to minimum solvency and liquidity requirements. The enhanced capital requirement is determined by reference to a risk-based capital model that determines a control threshold for statutory capital and surplus by taking into account the risk characteristics of different aspects of the insurer's business. At December 31, 2014,2017, Markel Bermuda satisfied both the enhanced capital requirements and the minimum solvency and liquidity requirements.


Markel Bermuda also must submit annually to the BMA a Commercial Insurer Solvency Self-Assessment (CISSA) and a Financial Condition Report (FCR). The CISSA is a confidential internal assessment of the material and relevant risks associated with an insurer's current business plan and the sufficiency of capital resources to support those risks. The FCR is an assessment of the insurer's business and performance, governance structure, risk profile, solvency valuation and capital management, and is available to the public upon written request.

Under the Bermuda Insurance Act, Markel Bermuda is prohibited from paying or declaring dividends during a fiscal year if it is in breach of its enhanced capital requirement, solvency margin or minimum liquidity ratio or if the declaration or payment of the dividend would cause a breach.breach of those requirements. If an insurer fails to meet its solvency margin or minimum liquidity ratio on the last day of any financial year, it is prohibited from declaring or paying any dividends during the next financial year without the approval of the BMA. Further, Markel Bermuda is prohibited from declaring or paying in any financial year dividends of more than 25% of its total statutory capital and surplus as set forth in its previous year's statutory balance sheet unless at least seven days before payment of those dividends it files with the BMA an affidavit stating that it will continue to meet its solvency margin and minimum liquidity ratio. Markel Bermuda must obtain the BMA's prior approval for a reduction by 15% or more of the total statutory capital as set forth in its previous year's financial statements. In addition, as a Class C long-term insurer, Markel Bermuda may not declare or pay a dividend to any person other than a policyholder unless the value of the assets in its long-term business fund, as certified by Markel Bermuda's approved actuary, exceeds the liabilities of its long-term business by thebusiness. The amount of the dividend cannot exceed the aggregate of that excess and at leastany other funds legally available for the prescribed minimum solvency margin.payment of the dividend. At December 31, 2014,2017, Markel Bermuda could pay up to $472.7$443.5 million in dividends during the following 12 months without making any additional filings with the BMA.

Markel CATCo Re Ltd (Markel CATCo Re) is licensed as a Bermuda Class 3 reinsurance company and is subject to regulation and supervision of the BMA. See "Regulation of Markel CATCo" under "Other Regulation" below for more information about the regulation of Markel CATCo Re.

Other Insurance Jurisdictions

A major regulatory initiative currently under way in theThe European Union (E.U.) is theimplemented Solvency II Directive (Solvency II), a new set of capital adequacy and risk management regulations that will directly impact our European based subsidiaries.effective January 1, 2016. Solvency II will replacereplaces existing insurance directives to createand creates a pan-European, risk based solvency regime andwhich affects all insurers and reinsurers throughout the E.U. and is scheduled to enter into force on January 1, 2016. The Solvency II regime is based on three pillars: financial requirements; governance and risk management requirements; and disclosure requirements. The European Commission is developinghas developed detailed rules that will complement the high-level principles of Solvency II.

At present the United States is not recognized as Solvency II directive. It is possible that Solvency II may affect"equivalent." Therefore, MIICL has agreed on "other methods" with the U.S. parentsPRA which includes the provision to the PRA of European subsidiaries, depending partly on whether U.S.certain specified information regarding Markel Corporation and its insurance regulations are deemed equivalent to Solvency II.companies.

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In addition, as a global provider of specialty insurance and reinsurance, our insurance subsidiaries must comply with various regulatory requirements in jurisdictions where they conduct business in addition to the jurisdictions in which they are domiciled. For example, MIICL and our Lloyd's operations must comply with applicable Latin America regulatory requirements in connection with our Latin American reinsurance operations. In addition to the regulatory requirements imposed by the jurisdictions in which an insurer or reinsurer is licensed, a reinsurer's business operations are affected by regulatory requirements governing credit for reinsurance in other jurisdictions in which its ceding companies are located. In general, a ceding company that obtains reinsurance from a reinsurer that is licensed, accredited or approved by the jurisdiction in which the ceding company files statutory financial statements is permitted to reflect in its statutory financial statements a credit in an aggregate amount equal to the liability for unearned premiums and loss reserves and loss expense reserves ceded to the reinsurer. Many jurisdictions also permit ceding companies to take credit on their statutory financial statements for reinsurance obtained from unlicensed or non-admitted reinsurers if certain prescribed security arrangements are made. As an example, Markel Bermuda currently is currently not licensed, accredited or approved in anyevery jurisdiction other than Bermuda.where its reinsurance customers are domiciled. As a result, many of our reinsurance customers require Markel Bermuda may be required to provide a letter of credit or enter into other security arrangements.arrangement for its reinsurance customers domiciled in those jurisdictions. In most U.S. states Markel Bermuda has obtained approval of a trust arrangement that satisfies the credit for reinsurance requirements for Markel Bermuda's customers domiciled in those states.

The insurance and reinsurance industry in Brazil is regulated by the Conselho Nacional de Seguros Privados (CNSP) and supervised by the Superintendência de Seguros Privados (SUSEP) on behalf of the Ministry of Finance. Markel Seguradora do Brasil S.A. (Markel Brazil) and Markel Resseguradora do Brasil S.A. (Markel Brazil Re) are each authorized by SUSEP as a local Brazilian insurance company and reinsurance company, respectively. Markel Brazil and Markel Brazil Re are required to submit monthly returns, audited annual returns and annual financial statements to SUSEP.


On June 23, 2016, the United Kingdom voted to exit the European Union (Brexit). For discussion regarding Brexit, see "Brexit Developments" under Management's Discussion & Analysis of Financial Condition and Results of Operations and the Risk Factor titled "The United Kingdom's vote to leave, and the eventual exit of the United Kingdom from, the European Union could adversely affect us."

Global Supervisory College; Global Common Framework

The global insurance regulatory framework now also includes supervisory colleges. A supervisory college is a forum of the regulators having jurisdictional authority over an insurance holding company's worldwide insurance subsidiaries. The supervisory college meets with executive management to evaluate the insurance group on both a group-wide and legal-entity basis, particularly with respect to its financial data, business strategies, enterprise risk management and corporate governance. The Illinois Department of Insurance, our lead insurance regulator, and several other regulators conducted an initial supervisory college with management in December 2016. A regulator only meeting of our supervisory college was conducted in July 2017. The next supervisory college with management is scheduled for August 2018.

The NAIC and state insurance regulators, as well as regulators in countries where we have operations, are currently working with the International Association of Insurance Supervisors (IAIS) to develop a global common framework (ComFrame) for the supervision of internationally active insurance groups (IAIGs). If adopted, ComFrame would require the designation of a group-wide supervisor (regulator) for each IAIG and would impose a group capital requirement that would be applied to an IAIG in addition to the current legal entity capital requirements imposed by state insurance regulators. In response to ComFrame, the NAIC revised the model Insurance Holding Company System Regulatory Act to allow state insurance regulators in the U.S. to be designated as group-wide supervisors for U.S. based IAIGs. Additionally, the NAIC is developing a group capital standard that would be applied to U.S. based insurance groups.

Other Regulation

Markel Ventures. Our Markel Ventures businesses are subject to a wide variety of U.S. federal, state, and local laws and regulations, as well as foreign laws and regulations applicable to their non-U.S. operations, including:
For our Markel Ventures manufacturing operations, and certain consumer operations, laws and regulations in the areas of safety, health, employment and environmental pollution controls, as well as U.S. and international trade and anti-corruption laws and regulations; and
For our Markel Ventures non-manufacturing operations, laws and regulations in the areas of data privacy and security, health care, government contracting and employment.

Solicitors Regulation Authority. In connectionLHS Solicitors LLP (LHS), a wholly owned subsidiary, is a full service commercial law firm with our acquisition of Abbey Protection plcoffices in January 2014, we became the owner of Abbey Protection Group Limited (trading as Abbey Legal Services). Abbey Legal ServicesManchester and Croydon, England. LHS employs approximately 8065 lawyers who provide legal services to small and medium-sized enterprises in the United Kingdom and owns Lewis Hymanson Small Solicitors LLP (LHS), a full service commercial law firm in Manchester, England.

BothKingdom. LHS and the legal services of Abbey Legal Services areis authorized and regulated by the Solicitors Regulation Authority (SRA). The SRA is an independent regulatory body of the Law Society of England and Wales which regulates the conduct of solicitors and law firms to protect consumers and to support the rule of law and the administration of justice. The SRA works within a statutory framework for regulation provided by the Solicitors Act 1974, the Administration of Justice Act 1985 and, primarily, by the Legal Services Act 2007.

Regulation of Markel CATCo. We conduct our Markel CATCo operations through three Bermuda companies: MCIM, Markel CATCo Reinsurance Fund Ltd. (Markel CATCo Fund) and Markel CATCo Re.

MCIM is a Bermuda exempted company with limited liability. MCIM holds investment business and insurance management licenses, issued by the BMA under the Investment Business Act 2003 and the Insurance Act 1978, respectively, and is regulated by the BMA. MCIM is not registered as an investment company under the U.S. Investment Company Act of 1940, an investment adviser under the U.S. Investment Advisers Act of 1940 or as a "commodity pool operator" or "commodity trading advisor" with the U.S. Commodity Futures Trading Commission.

Markel CATCo Fund is a mutual fund company with limited liability under the Companies Act 1981 of Bermuda and is registered as a segregated accounts company under the Bermuda Segregated Accounts Companies Act 2000.

Markel CATCo Re is also registered as a segregated accounts company under the Bermuda Segregated Accounts Companies Act 2000 and is licensed as a Bermuda Class 3 reinsurance company subject to regulation and supervision of the BMA. Under the Bermuda Insurance Act, and related regulations and policies of the BMA, Markel CATCo Re is subject to, among other things, capital, surplus and liquidity requirements, solvency standards, restrictions on dividends and distributions and certain periodic examinations of the company and its financial condition. In addition, Markel CATCo Re must obtain prior approval of ownership and transfer of shares and maintain a principal office and appoint and maintain a principal representative in Bermuda. The BMA also requires that Markel CATCo Re contract for local services, such as corporate secretary, insurance manager and registered representative, at market rates.

Ratings

Financial stability and strength are important purchase considerations of policyholders, cedents and insurance agents and brokers. Because an insurance premium paid today purchases coverage for losses that might not be paid for many years, the financial viability of the insurer is of critical concern. Various independent rating agencies provide information and assign ratings to assist buyers in their search for financially sound insurers. Rating agencies periodically re-evaluate assigned ratings based upon changes in the insurer's operating results, financial condition or other significant factors influencing the insurer's business. Changes in assigned ratings could have an adverse impact on an insurer's ability to write new business.

Best assigns financial strength ratings (FSRs) to property and casualty insurance companies based on quantitative criteria such as profitability, leverage and liquidity, as well as qualitative assessments such as the spread of risk, the adequacy and soundness of ceded reinsurance, the quality and estimated market value of assets, the adequacy of loss reserves and surplus and the competence, experience and integrity of management. Best's FSRs range from "A++" (superior) to "F" (in liquidation).

FourteenSeventeen of our fifteennineteen insurance subsidiaries are rated by Best. TwelveAll seventeen of our insurance subsidiaries rated by Best have been assigned an FSR of "A" (excellent), one is ratedor "A-" (excellent) and one is rated "B++" (good). Our Lloyd's syndicate is part of a group rating for the Lloyd's overall market, which has been assigned an FSR of "A" (excellent) by Best.

FourteenNine of our fifteennineteen insurance subsidiaries are rated by S&P. All fourteennine of our insurance subsidiaries rated by S&P have been assigned an FSR of "A" (strong). Our Lloyd's syndicate is part of a group rating for the Lloyd's overall market, which has been assigned an FSR of "A+" (strong) by S&P.

ThirteenEight of our fifteennineteen insurance subsidiaries are rated by Fitch Ratings (Fitch). All thirteeneight of our insurance subsidiaries rated by Fitch have been assigned an FSR of "A""A+" (strong). Our Lloyd's syndicate is part of a group rating for the Lloyd's overall market, which has been assigned an FSR of "AA-" (very strong) by Fitch.

SixFive of our fifteennineteen insurance subsidiaries are rated by Moody's Corporation (Moody's). All sixfive insurance subsidiaries rated by Moody's have been assigned an FSR of "A2" (good).

The various rating agencies typically charge companies fees for the rating and other services they provide. During 20142017, we paid rating agencies, including Best, S&P, Fitch and Moody's, $1.5$2.0 million for their services.

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Risk Factors


A wide range of factors could materially affect our future prospects and performance. The matters addressed under "Safe Harbor and Cautionary Statements,Statement," "Critical Accounting Estimates" and "Market Risk Disclosures" in Management's Discussion and Analysis of Financial Condition and Results of Operations and other information included or incorporated in this report describe many of the significant risks that could affect our operations and financial results. We are also subject to the following risks.

We may experience losses or disruptions from catastrophes. As a company with significant property and casualty insurance company,underwriting operations, we may experience losses from man-made or natural catastrophes. Catastrophes may have a material adverse effect on operations. Catastrophes include, but are not limited to, windstorms, hurricanes, earthquakes, tornadoes, hail, severe winter weather and fires and may include events related to terrorism and political unrest. While we employ catastrophe modeling tools in our underwriting process, we cannot predict how severe a particular catastrophe will be before it occurs. The extent of losses from catastrophes is a function of the total amount of losses incurred, the number of insureds affected, the frequency and severity of the events, the effectiveness of our catastrophe risk management program and the adequacy of our reinsurance coverage. Most catastrophes occur over a small geographic area; however, some catastrophes may produce significant damage in large, heavily populated areas. In addition, catastrophes may have a material adverse effect on the investment management and performance fees earned by our insurance-linked securities (ILS) investment fund management business and returns on our investments in ILS funds. Catastrophes also may result in significant disruptions in our insurance and other operations, as well as loss of income and assets. If, as many forecast, climate change results in an increase in the frequency and severity of weather-related catastrophes, we may experience additional catastrophe-related losses or disruptions, which may be material.

Our results may be affected because actual insured or reinsured losses differ from our loss reserves. Significant periods of time often elapse between the occurrence of an insured or reinsured loss, the reporting of the loss to us and our payment of that loss. To recognize liabilities for unpaid losses, we establish reserves as balance sheet liabilities representing estimates of amounts needed to pay reported and unreported losses and the related loss adjustment expenses. The process of estimating loss reserves is a difficult and complex exercise involving many variables and subjective judgments. This process may become more difficult if we experience a period of rising inflation. As part of the reserving process, we review historical data and consider the impact of such factors as:

trends in claim frequency and severity,
changes in operations,
emerging economic and social trends,
uncertainties relating to asbestos and environmental exposures,trends in insurance rates,
inflation or deflation, and
changes in the regulatory and litigation environments.

This process assumes that past experience, adjusted for the effects of current developments and anticipated trends, is an appropriate basis for predicting future events. There is no precise method, however, for evaluating the impact of any specific factor on the adequacy of reserves, and actual results will differ from original estimates. As part of the reserving process, we regularly review our loss reserves and make adjustments as necessary. Future increases in loss reserves will result in additional charges to earnings, which may be material.

In addition, reinsurance reserves are subject to greater uncertainty than insurance reserves primarily because a reinsurer relies on (i) the original underwriting decisions made by ceding companies and (ii) information and data from ceding companies. As a result, we are subject to the risk that our ceding companies may not have adequately evaluated the risks reinsured by us and the premiums ceded may not adequately compensate us for the risks we assume. In addition, reinsurance reserves may be less reliable than insurance reserves because there is generally a longer lapse of time from the occurrence of the event to the reporting of the loss or benefit to the reinsurer and ultimate resolution or settlement of the loss.


Changes in the assumptions and estimates used in establishing reserves for our life and annuity reinsurance book could result in material increases in our estimated loss reserves for such business. As part of the acquisition of Alterra, we acquired aOur run-off life and annuity reinsurance book which has been in run-off since 2010. The life and annuity reinsurance contracts exposeexposes us to mortality risk, which is the risk that the level of death claims may differ from that which we assumed in establishing the reserves for our life and annuity reinsurance contracts. Some of our life and annuity reinsurance contracts expose us to longevity risk, which is the risk that an insured person will live longer than expected when the reserves were established, or morbidity risk, which is the risk that an insured person will become critically ill or disabled. Our reserving process for the life and annuity reinsurance book is designed with the objective of establishing appropriate reserves for the risks we assumed. Among other things, these processes rely heavily on analysis of mortality, longevity and morbidity trends, lapse rates, interest rates and expenses. As of December 31, 2014,2017, our reserves for life and annuity benefits totaled $1.3$1.1 billion.


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We expect mortality, morbidity, longevity, and lapse experience to fluctuate somewhat from period to period, but believe they should remain reasonably predictable over a period of many years. Mortality, longevity, morbidity or lapse experience that is less favorable than the mortality, longevity, morbidity or lapse rates that we used in establishing the reserves for a reinsurance agreement will negatively affect our net income because the reserves we originally set for the risks we assumed may not be sufficient to cover the future claims and expense payments. Furthermore, even if the total benefits paid over the life of the contract do not exceed the expected amount, unexpected increases in the incidence of deaths or illness can cause us to pay more benefits in a given reporting period than expected, adversely affecting our net income in any particular reporting period. Fluctuations in interest rates will impact the performance of our investments. If there are changes to any of the above factors to the point where a reserve deficiency exists, a charge to earnings will be recorded, which may have a material adverse impact on our results of operations and financial condition.

We are subject to regulation by insurance regulatory authorities that may affect our ability to implement and achieve our business objectives. Our insurance subsidiaries are subject to supervision and regulation by the insurance regulatory authorities in the various jurisdictions in which they conduct business. This regulation is intended for the benefit of policyholders rather than shareholders or holders of debt securities. Insurance regulatory authorities have broad regulatory, supervisory and administrative powers relating to data protection and data privacy, solvency standards, licensing, coverage requirements, policy rates and forms and the form and content of financial reports. Regulatory and legislative authorities continue to implement enhanced or new regulatory requirements intended to prevent future financial crises or otherwise assure the stability of financial institutions. Regulatory authorities also may seek to exercise their supervisory or enforcement authority in new or more aggressive ways, such as imposing increased capital requirements. Any such actions, if they occur, could affect the competitive market and the way we conduct our business and manage our capital.capital and could result in lower revenues and higher costs. As a result, such actions could materially affect our results of operations, financial condition and liquidity.

Our ability to make payments on debt or other obligations depends on the receipt of funds from our subsidiaries. We are a holding company, and substantially all of our insurance operations are conducted through our regulated insurance subsidiaries. As a result, our cash flow and our ability to service our debt are dependent upon the earnings of our subsidiaries and on the distribution of earnings, loans or other payments by our subsidiaries to us. In addition, payment of dividends by our insurance subsidiaries may require prior regulatory notice or approval.

Our investment results may be impacted by changes in interest rates, U.S. and international monetary and fiscal policies as well as broader economic conditions. We receive premiums from customers for insuring their risks. We invest these funds until they are needed to pay policyholder claims or until they are recognized as profits. Fluctuations in the value of our investment portfolio can occur as a result of changes in interest rates and U.S. and international monetary and fiscal policies as well as broader economic conditions (including, for example, equity market conditions and significant inflation or deflation). Our investment results may be materially impacted by one or more of these factors.

Competition in the insurance and reinsurance markets could reduce our underwriting margins.profits. Insurance and reinsurance markets are highly competitive. We compete on an international and regional basis with major U.S., Bermuda, European, and other international insurers and reinsurers and with underwriting syndicates, some of which have greater financial, marketing, and management resources than we do. Recent industry consolidation, including business combinations among insurance and other financial services companies, has resulted in larger competitors with even greater financial resources. We also compete with new companies that continue to be formed to enter the insurance and reinsurance markets.markets, particularly companies with new or "disruptive" technologies or business models. In addition, capital market participants have created alternative products that are intended to compete with reinsurance products. Increased competition could result in fewer submissions, lower premium rates, and less favorable policy terms and conditions, which could reduce our underwriting marginsprofits and have a material adverse effect on our results of operations and financial condition.


The historical cyclicality in the property and casualty insurance industry could adversely affect our ability to improve or maintain underwriting marginsprofits or to grow or maintain premium volume. The insurance and reinsurance markets have historically been cyclical, characterized by periods of intense price competition due to excessive underwriting capacity as well as periods when shortages of capacity permitted more favorable rate levels. Among our competitive strengths have been our specialty product focus and our niche market strategy. These strengths also make us vulnerable in periods of intense competition to actions by other insurance companies who seek to write additional premiums without appropriate regard for underwriting profitability. During soft markets, it is very difficult for us to grow or maintain premium volume levels without sacrificing underwriting profits. If we are not successful in maintaining rates or achieving rate increases, it may be difficult for us to improve or maintain underwriting marginsprofits or to grow or maintain premium volume levels.


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We invest a significant portion of our invested assets in equity securities, which may result in significant variability in our investment results and net income and may adversely impact shareholders' equity. Additionally, our equity investment portfolio is concentrated, and declines in the value of these significant investments could adversely affect our financial results. Equity securities were 54%63% and 49%56% of our shareholders' equity at December 31, 20142017 and 2013,2016, respectively. Equity securities have historically produced higher returns than fixed maturities; however, investing in equity securities may result in significant variability in investment returns from one period to the next. In volatile financial markets, we could experience significant declines in the fair value of our equity investment portfolio, which would result in a material decrease in shareholders' equity. Our equity portfolio is concentrated in particular issuers and industries and, as a result, a decline in the fair value of these concentrated investments also could result in a material decrease in shareholders' equity. A material decrease in shareholders' equity may adversely impact our ability to carry out our business plans. Beginning in the first quarter of 2018, changes in the fair value of our equity securities will be presented in net income rather than in other comprehensive income. As a result, variability in our investment returns could also have a material adverse effect on net income.

Deterioration in financial marketsGeneral economic, market or industry conditions could lead to investment losses, and adverse effects on our business. In the event of a major financial crisis, similarbusinesses and limit our access to the downturncapital markets. General economic and market conditions and industry specific conditions, including extended economic recessions or expansions; prolonged periods of slow economic growth; inflation or deflation; fluctuations in foreign currency exchange rates, commodity and energy prices and interest rates; volatility in the public debtcredit and equity markets that began in 2008 (for example, a crisis precipitated by one or more of the following: the failurecapital markets; and other factors, could lead to adequately address U.S. government deficit spending and tax revenue generation, downgrades or defaults in U.S. or foreign sovereign debt obligations, the collapse of the Eurozone or material changes to the monetary policies of the U.S. Federal Reserve or the European Central Bank), we could incur substantial realized and unrealized investment losses in future periods, declines in demand for or increased claims made under our insurance products or limited or no access to the capital markets, any of which wouldcould have ana material adverse impacteffect on our results of operations, financial condition, debt and financial strength ratings or our insurance subsidiaries' capital and ability to access capital markets.capital.

We rely on the purchase of reinsurance and bear collection risk if the reinsurer fails to meet its obligations under the reinsurance agreement. WeOur underwriting operations purchase reinsurance and retrocessional reinsurance to manage our net retention on individual risks and overall exposure to losses, while providing us with the ability to offer policies with sufficient limits to meet policyholder needs. Our program services business reinsures substantially all of its underwriting and operating risks in connection with its fronting arrangements.

The ceding of insurance does not legally discharge us from our primary liability for the full amount of the policies. Reliance on reinsurance may create credit risk as a result of the reinsurer's inability or unwillingness to pay reinsurance claims when due. We generally select well capitalized and highly rated reinsurers and in certain instances we require reinsurers to post substantial collateral to secure the reinsured risks. Deterioration in the credit quality of existing reinsurers or disputes over the terms of reinsurance could result in charges to earnings, which may have a material adverse impact on our results of operations and financial condition. In addition, collateral may not be sufficient to cover our liability, and we may not be able to cause the reinsurer to deliver additional collateral.

As of December 31, 2017, we were the beneficiary of letters of credit, trust accounts and funds withheld in the aggregate amount of $2.7 billion, collateralizing $4.7 billion in reinsurance recoverables. The remaining unsecured reinsurance recoverables are ceded to highly-rated, well capitalized reinsurers. Our reinsurance recoverables are based on estimates, and our actual liabilities may exceed the amount we are able to recover from our reinsurers or any collateral securing the liabilities. The failure of a reinsurer to meet its obligations to us, whether due to insolvency, dispute or other unwillingness or inability to pay, or due to our inability to access sufficient collateral to cover our liabilities, could have a material adverse effect on our results of operations and financial condition.
The availability and cost of reinsurance are determined by market conditions beyond our control. There is no guarantee that our desired amounts of reinsurance or retrocessional reinsurance will be available in the marketplace in the future.

Our information technology systems could fail or suffer a security breach, which could adversely affect our business, reputation, results of operations or reputationfinancial condition or result in the loss of sensitive information. Our businesses are dependent upon the successful functioningoperational effectiveness and security of our computerenterprise systems or the computer systems ofand those maintained by third parties. Among other things, we rely on these systems to interact with producers, insureds, customers, clients, and other third parties, to perform actuarial and other modeling functions, to underwrite business, to prepare policies and process premiums, to process claims and make claims payments, to prepare internal and external financial statements and information, as well as to engage in a wide variety of other business activities. A significant failure of our computerenterprise systems, or those of third parties upon which we may rely, whether because of a breakdown, natural disaster, network outage or an attacka cyber-attack on our systems, could compromise our personal, confidential and proprietary information as well as that of our customers and business partners, impede or interrupt our business operations and could result in other negative consequences, including remediation costs, loss of revenue, additional regulatory scrutiny and fines, litigation and monetary and reputational damages. Although we have implemented controls and take protective actions to reduce the risk of an enterprise failure and protect against a security breach, such measures may be insufficient to prevent, or mitigate the effects of, a natural disaster, network outage or a cyber-attack on our systems that could result in liability to us, cause our data to be corrupted or stolen and cause us to commit resources, management time and money to prevent or correct those failures.

In addition, we are subject to numerous data privacy laws and regulations enacted in the jurisdictions in which we do business. A misuse or mishandling of confidential or proprietary information being sent to or received from a client, employee or third party could damage our businesses or our reputation or result in significant monetary damages, regulatory enforcement actions, fines and criminal prosecution in one or more jurisdictions. For example, under the European General Data Protection Regulation there are significant new punishments for non-compliance which could result in a penalty of up to 4% of a firm’s global annual revenue. In addition, a violation of data privacy laws and regulations could result in defaults under our outstanding indebtedness or credit facilities. Those monetary damages, penalties, regulatory or legal liability, regulatory actionactions or defaults, or the damage to our businesses or reputation, could have a material adverse effect on our results of operations and reputational harm.financial condition. Third parties to whom we outsource certain of our functions are also subject to these risks, and their failure to adhere to these laws and regulations also could negatively impact us.damage our businesses or reputation, could have a material adverse effect on our results of operations and financial condition.

Further, we routinely transmit, receive and store personal, confidential and proprietary information by email and other electronic means. Although we attempt to protect this confidential and proprietary information, we may be unable to do so in all cases, especially with customers, business partners and other third parties who may not have or use appropriate controls to protect confidential information.

While we maintain cyber risk insurance providing first party and third party coverages, such insurance may not cover all costs associated with the consequences of personal and confidential and proprietary information being compromised. As a result, in the event of aA material cyber security breach could have a material adverse effect on our results of operations could be materially, adversely affected.and financial condition.


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We may not find suitable acquisition candidates or new insurance or non-insurance ventures and even if we do, we may not successfully integrate any such acquired companies or successfully invest in such ventures. As part of our growth strategy, we continue to evaluate possible acquisition transactions on an ongoing basis, and at any given time we may be engaged in discussions with respect to possible acquisitions and new ventures. We may not be able to identify suitable acquisition targets or ventures, any such transactions may not be financed or completed on acceptable terms and our future acquisitions or ventures may not be successful.

The integration of acquired companies may not be as successful as we anticipate. We have recently engaged in a number of acquisitions in an effort to achieve profitable growth in our insuranceunderwriting operations and to create additional value on a diversified basis in our Markel Venturesother operations. Acquisitions present operational, strategic and financial risks, as well as risks associated with liabilities arising from the previous operations of the acquired companies. All of these risks are magnified in the case of a large acquisition, such as the Alterra acquisition. Assimilation of the operations and personnel of acquired companies may prove more difficult than anticipated, which may result in failure to achieve financial objectives associated with the acquisition or diversion of management attention. In addition, integration of formerly privately-held companies into the management and internal control and financial reporting systems of a publicly-held company presents additional risks.


Impairment in the value of our goodwill or other intangible assets could have a material adverse effect on our operating results and financial condition. As of December 31, 2017, goodwill and intangible assets totaled $3.1 billion and represented 33.0% of shareholders' equity. We record goodwill and intangible assets at fair value upon the acquisition of a business. Goodwill represents the excess of amounts paid for acquiring businesses over the fair value of the net assets acquired. Goodwill and indefinite-lived intangible assets are evaluated for impairment annually, or more frequently if conditions warrant, by comparing the carrying value of a reporting unit to its estimated fair value. Intangible assets with definite lives are reviewed for impairment when events or circumstances indicate that their carrying value may not be recoverable. Declines in operating results, divestitures, sustained market declines and other factors that impact the fair value of a reporting unit could result in an impairment of goodwill or intangible assets and, in turn, a charge to net income. Such a charge could have a material adverse effect on our results of operations or financial condition.

For example, in 2017 we recorded $1.3 billion in goodwill and intangible assets in connection with the acquisitions of SureTec, Costa Farms and State National. Developments that adversely affect the future cash flows or earnings of the acquired businesses may cause the goodwill or intangible assets recorded for the acquired businesses to be impaired.

The failure of any of the loss limitation methods we employ could have a material adverse effect on our financial condition or on our results of operations. We seek to limit our loss exposure in a variety of ways, including adhering to maximum limitations on policies written in defined geographical zones, limiting program size for each client, establishing per risk and per occurrence limitations for each event, employing coverage restrictions and following prudent underwriting guidelines for each program written. We also seek to limit our loss exposure through geographic diversification. Underwriting is a matter of judgment, involving assumptions about matters that are inherently unpredictable and beyond our control, and for which historical experience and probability analysis may not provide sufficient guidance. One or more future events could result in claims that substantially exceed our expectations, which could have a material adverse effect on our financial condition and our results of operations, possibly to the extent of eliminatingeroding away our shareholders' equity. In addition, we seek to limit loss exposures by policy terms, exclusion from coverage and choice of legal forum. Disputes relating to coverage and choice of legal forum also arise. As a result, various provisions of our policies, such as choice of forum, limitations or exclusions from coverage may not be enforceable in the manner we intend and some or all of our loss limitation methods may prove ineffective.

The effects of emerging claim and coverage issues on our business are uncertain. As industry practices and legal, judicial, social and other environmental conditions change, unexpected and unintended issues related to claims and coverage may emerge. These issues may adversely affect our business by either broadening coverage beyond our underwriting intent or by increasing the number or size of claims. In some instances, these changes may not become apparent until some time after we have issued insurance or reinsurance contracts that are affected by the changes. As a result, the full extent of liability under our insurance or reinsurance contracts may not be known for many years after a contract is issued.

We could be adversely affected by the loss of one or more key executives or by an inability to attract and retain qualified personnel. Our success depends on our ability to retain the services of our existing key executives and to attract and retain additional qualified personnel in the future. The loss of the services of any of our key executives or the inability to hire and retain other highly qualified personnel in the future could adversely affect our ability to conduct or grow our business.

Our expandingWe have substantial international operations and investments, which expose us to increased investment, political, operational and economic risks,risks. A substantial portion of our revenues and income is derived from our operations and investments outside the U.S., including foreign currency and credit risk. Our expanding international operations infrom the United Kingdom, Bermuda, Europe, Asia, and South America and the Middle East. Our international operations and investments expose us to increased investment, political, operational and economic risks. These risks includinginclude foreign currency and credit risk. Changes in the value of the U.S. dollar relative to other currencies could have an adverse effect on our results of operations and financial condition. Our investments in non-U.S. dollar-denominated securities are subject to fluctuations in non-U.S. securities and currency markets, and those markets can be volatile.

Deterioration or volatility in foreign and international financial markets or general economic and political conditions could adversely affect our operating results, financial condition and liquidity. Concerns about the economic conditions, capital markets, political and economic stability and solvency of certain countries have contributed to global market volatility. Political changes in the jurisdictions where we operate and elsewhere, some of which may be disruptive, can also interfere with our customers and our activities in a particular location. Our international operations also may be subject to a number of additional risks, particularly in emerging economies, including restrictions such as price controls, capital controls, currency exchange limits, ownership limits and other restrictive or anti-competitive governmental actions or requirements, which could have an adverse effect on our businesses.


The impact of the Tax Cuts and Jobs Act could be materially different from our current estimates and expectations. On December 22, 2017, the U.S. enacted the Tax Cuts and Jobs Act (TCJA), which made significant modifications to U.S. federal income tax law, most of which are effective January 1, 2018. As a result, we recorded a one-time tax benefit of $339.9 million in the fourth quarter of 2017, a portion of which is considered provisional. We expect that overall the TCJA will have a favorable impact on our future after-tax earnings, primarily due to the reduction of the U.S. corporate tax rate from 35% to 21% effective January 1, 2018. The overall impact of the TCJA, including the final amount of the one-time tax benefit recorded in the fourth quarter of 2017 and the TCJA’s impact on our effective tax rate, is uncertain due to ambiguities in the application of certain provisions of the TCJA, the impact of future regulatory and administrative guidance, interpretations or rules issued by government agencies in applying the TCJA, statutory technical corrections that are subsequently enacted, and potential court decisions interpreting the legislation. Changes in the application or interpretation of the TCJA could have an adverse impact on our results of operation and financial condition.

We are rated by Best, S&P, Fitch and Moody's, and a declinedowngrade or potential downgrade in one or more of these ratings could adversely affect our standing in the insurance industrybusinesses, financial condition, results of operations, liquidity and cause our sales and earningsaccess to decrease.capital markets. RatingsFinancial strength ratings are an important factor in establishing the competitive position of insurance and reinsurance companies. Our senior debt ratings also affect the availability and cost of capital. Certain of our insurance and reinsurance company subsidiaries are rated by Best, S&P, Fitch or Moody's, and our senior debt securities, and those of certain of our subsidiaries, also are rated by Best, S&P, Fitch or Moody's. Our financial strength and debt ratings are subject to periodic review, and weare subject to revision or withdrawal at any time. The financial strength ratings of our insurance subsidiaries are significantly influenced by their statutory surplus amounts and leverage and capital adequacy ratios. Rating agencies may implement changes to their internal models that have the effect of increasing or decreasing the amount of capital our insurance subsidiaries must hold in order to maintain their current ratings. For certain of our insurance subsidiaries, rating agencies may take into account in their leverage calculations the collateral provided to us by reinsurers. A change in this practice could adversely impact our ratings. In addition, rating agencies may downgrade the investments held in our portfolio, which could result in a reduction of our capital and surplus. We cannot be sure that we will be able to retain our current or any future ratings. If our ratings are reduced from their current levels by theone or more rating agencies, our competitive position in our target markets within the insurance industry could suffer and it would be more difficult for us to market our products. A ratings downgrade could also adversely limit our access to capital markets, which may increase the cost of debt. A significant downgrade could could:

result in a substantial loss of business as policyholders and ceding company clients move to other companies with higher claims-paying and financial strength ratings.ratings; and
trigger contract provisions that allow cedents to terminate their reinsurance contracts on terms disadvantageous to us or require us to collateralize our obligations through trusts or letters of credit.


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TableA ratings downgrade could also adversely affect our liquidity, including the availability of Contentsour letter of credit facilities, and limit our access to capital markets, increase our cost of borrowing or issuing debt and require us to post collateral.


We depend on a few brokers for a large portion of our revenues and the loss of business provided by any one of them could adversely affect us. We market our insurance and reinsurance worldwide through insurance and reinsurance brokers. For the year ended December 31, 2014,2017, our top three independent brokers represented approximately 28%27% of ourthe gross premiums written.written by our underwriting operations. Loss of all or a substantial portion of the business provided by one or more of these brokers could have a material adverse effect on our business.

Employee error and misconduct may be difficult to detect and prevent and may result in significant losses. There have been a number of cases involving misconduct by employees in a broad range of industries in recent years, and we run the risk that employee misconduct could occur. Instances of fraud, illegal acts, errors, failure to document transactions properly or to obtain proper internal authorization, or failure to comply with regulatory requirements or our internal policies may result in losses. It is not always possible to deter or prevent employee errors or misconduct, and the controls that we have in place to prevent and detect this activity may not be effective in all cases.


Our businesses and operationsWe are subject to applicable laws and regulations relating to economic and trade sanctions and foreign corrupt practices,bribery and corruption, the violation of which could adversely affect our operations.have a material adverse effect on us. In our global businesses and operations weWe are required to comply with the economic and trade sanctions and embargo programs administered by the United States Department of the Treasury’sTreasury's Office of Foreign Assets Control (“OFAC”) and similar multi-national bodies and governmental agencies worldwide, as well as applicable anti-corruption laws and regulations of the United States and other jurisdictions where we operate, including the United Kingdom and Europe.operate. A violation of a sanction, embargo program, or anti-corruption law, could subject us, and individual employees, to a regulatory enforcement action as well as significant civil and criminal penalties. In addition, a violation could result in defaults under our outstanding indebtedness or credit facilities or damage our businesses and/or our reputation. Those penalties or defaults, or damage to our businesses and/or reputation, could have a material adverse effect on our results of operations and financial condition. In some cases the requirements and limitations applicable to the global operations of U.S. companies and their affiliates are more restrictive than those applicable to non-U.S. companies and their affiliates, which also could have a material adverse effect on our results of operations and financial condition.

Compliance with theThe legal and regulatory requirements applicable to our businesses isare extensive. Any failureFailure to comply could have a material adverse effect on our businesses.us. Our businesses are highly dependent on our ability to engage on a daily basis in a large number of financial and operational activities, including among others insurance underwriting, claim processing, and investment activities and the management of third party capital, many of which are highly complex. These activities often are subject to internal guidelines and policies, as well as legal and regulatory standards, including, among others, those related to privacy, anti-corruption, anti-bribery and global finance and insurance matters. Our continued expansion into new businesses and markets has brought about additional requirements. While we believe that we have adopted appropriate risk management and compliance programs, compliance risks will continue to exist, particularly as we adaptbecome subject to new rules and regulations. Failure to comply with, or to obtain, appropriate authorizations and/or exemptions under any applicable laws and regulations could result in restrictions on our ability to do business or undertake activities that are regulated in one or more of the jurisdictions in which we conduct business and could subject us to fines, penalties, equitable relief and changes to our business practices. In addition, a failure to comply could result in defaults under our outstanding indebtedness or credit facilities or damage our businesses and/or our reputation. Compliance with applicable laws and regulations is time consuming and personnel-intensive, and changes in these laws and regulations maycould materially increase our direct and indirect compliance and other expenses of doing business, thus havingand have a material adverse effect on our results of operations and financial condition.

Regulators may challenge our use of fronting arrangements in states in which our capacity providers are not licensed. Our program services business enters into fronting arrangements with general agents and domestic and foreign insurers that want to access specific U.S. property and casualty insurance business in states in which the capacity providers are not licensed or are not authorized to write particular lines of insurance. Some state insurance regulators may object to these fronting arrangements. In certain states, an insurance commissioner has the authority to prohibit an authorized insurer from acting as an issuing carrier for an unauthorized insurer. In addition, insurance departments in states in which there is no such statutory or regulatory prohibition, could deem the assuming insurer to be transacting insurance business without a license and the issuing carrier to be aiding and abetting the unauthorized sale of insurance.
If regulators in any of the states where we conduct our fronting business were to prohibit or limit those arrangements, we would be prevented or limited from conducting that business for which a capacity provider is not authorized in those states, unless and until the capacity provider is able to obtain the necessary licenses. This could have a material adverse effect on our results of operations and financial condition.
We may be exposed to risk in connection with our management of third party capital. Some ofour operating subsidiaries may owe certain legal duties and obligations to third party investors. A failure to fulfill any such duties or obligations couldresult in significant liabilities, penalties or other losses, and harm our businesses and resultsof operations. In addition, third party investors may decide not to renew their interests in the funds we manage, which could materially impact the financial condition of those funds, and could, in turn, have an adverse impact on our results of operations and financial condition. Moreover, we may not be ableto raise additional third party capital for the funds we manage or for potential new funds and therefore wemay forego existing or potential fee income and other income generating opportunities.
The United Kingdom's vote to leave, and the eventual exit of the United Kingdom from, the European Union could adversely affect us. On June 23, 2016, the U.K. voted to exit the E.U. (Brexit), and on March 29, 2017, the U.K. government delivered formal notice to the other E.U. member countries that it is leaving the E.U. A two-year period has now commenced during which the U.K. and the E.U. will negotiate the future terms of the U.K.'s relationship with the E.U., including the terms of trade between the U.K. and the E.U. Unless this period is extended, the U.K. will automatically exit the E.U., with or without an agreement in place, after two years. During this period the U.K. will remain a part of the E.U. After Brexit terms are agreed, Brexit could be implemented in stages over a multi-year period.


The effects of Brexit will depend in part on any agreements the U.K. makes to retain access to E.U. markets either during a transitional period or more permanently. Brexit could impair or end the ability of both MIICL and our Lloyd's syndicate to transact business in E.U. countries from our U.K. offices and MIICL's ability to maintain its current branches in E.U. member countries and in Switzerland. We have started the process to obtain regulatory approval to establish an insurance company in Germany in order to continue transacting E.U. business if U.K. access to E.U. markets ceases or is materially impaired. The Society of Lloyd's has announced that it will be setting up a new European insurance company in Brussels in order to maintain access to E.U. business for Lloyd's syndicates. Access to E.U. markets through a solution devised by the Society of Lloyd's may supplement, or serve as an alternative to, a new E.U.-based insurance carrier for business we transact in the E.U.

The eventual exit of the U.K. from the E.U., and negotiations leading up to that exit, could continue to contribute to instability in global financial markets, including foreign currency markets, and adversely affect European and worldwide economic or market conditions. In addition, no member country has previously left the E.U., and the rules for exit (contained in Article 50 of the Treaty on European Union) are brief. Accordingly, there are significant uncertainties related to the political, monetary and economic impacts of Brexit, including related tax, accounting and financial reporting implications. Brexit could also lead to legal uncertainty and potentially a large number of new and divergent national laws and regulations, including new tax rules, as the U.K. determines which E.U. laws to replace or replicate. Any of these effects of Brexit, and others we cannot anticipate, could adversely affect our business, business opportunities, results of operations, financial condition and cash flows.

Associates

At December 31, 2014,2017, we had approximately 8,60015,600 employees, of whom approximately 3,600 were employed within our insurance operations and approximately 5,00011,400 were employed within our Markel Ventures operations.


26


SELECTED FINANCIAL DATA (dollars in millions, except per share data) (1), (2) 

2014 2013 20122017 2016 2015
Results of Operations          
Earned premiums$3,841
 $3,232
 $2,147
$4,248
 $3,866
 $3,824
Net investment income363
 317
 282
406
 373
 353
Total operating revenues5,134
 4,323
 3,000
6,062
 5,612
 5,370
Net income (loss) to shareholders321
 281
 253
395
 456
 583
Comprehensive income (loss) to shareholders936
 459
 504
1,175
 667
 233
Diluted net income (loss) per share$22.27
 $22.48
 $25.89
$25.81
 $31.27
 $41.74
Financial Position          
Total investments, cash and cash equivalents and restricted cash and cash equivalents (invested assets)$18,638
 $17,612
 $9,333
$20,570
 $19,059
 $18,181
Total assets25,200
 23,956
 12,557
32,805
 25,875
 24,939
Unpaid losses and loss adjustment expenses10,404
 10,262
 5,371
13,584
 10,116
 10,252
Senior long-term debt and other debt2,254
 2,256
 1,493
3,099
 2,575
 2,239
Shareholders' equity7,595
 6,674
 3,889
9,504
 8,461
 7,834
Common shares outstanding (at year end, in thousands)13,962
 13,986
 9,629
13,904
 13,955
 13,959
OPERATING PERFORMANCE MEASURES (1, 2, 3)
     
OPERATING PERFORMANCE MEASURES (1,2)
     
Operating Data          
Book value per common share outstanding$543.96
 $477.16
 $403.85
$683.55
 $606.30
 $561.23
Growth (decline) in book value per share14% 18% 15%13% 8% 3 %
5-Year CAGR in book value per share (4)(3)
14% 17% 9%11% 11% 11 %
Closing stock price$682.84
 $580.35
 $433.42
$1,139.13
 $904.50
 $883.35
Ratio Analysis          
U.S. GAAP combined ratio (5)(4)
95% 97% 97%105% 92% 89 %
Investment yield (6)(5)
2% 3% 4%3% 2% 2 %
Taxable equivalent total investment return (7)(6)
7% 7% 9%10% 4% (1)%
Investment leverage (8)(7)
2.5
 2.6
 2.4
2.2
 2.3
 2.3
Debt to capital23% 25% 28%25% 23% 22 %

(1) 
Reflects the acquisition of Alterra Capital Holdings Limited effective May 1, 2013, which included the issuance of equity totaling $2.3 billion.
(2)
Effective January 1, 2012, we prospectively adopted Financial Accounting Standards Board Accounting Standards Update No. 2010-26, Accounting for Costs Associated with Acquiring or Renewing Insurance Contracts.
(3) 
Operating Performance Measures provide a basis for management to evaluate our performance. The method we use to compute these measures may differ from the methods used by other companies. See further discussion of management's evaluation of these measures in Management's Discussion & Analysis of Financial Condition and Results of Operations.
(4)(3) 
CAGR—compound annual growth rate.
(5)(4) 
The U.S. GAAP combined ratio measures the relationship of incurred losses, loss adjustment expenses and underwriting, acquisition and insurance expenses to earned premiums.
(6)(5) 
Investment yield reflects net investment income as a percentage of monthly average invested assets at amortized cost.
(7)(6) 
See "Investing Results" in Management's Discussion & Analysis of Financial Condition and Results of Operations for detail regarding the calculation of taxable equivalent total investment return.
(8)(7) 
Investment leverage represents total invested assets divided by shareholders' equity.

27

2014 2013 2012 2011 2010 2009 2008 
5-Year CAGR (3)
 
10-Year CAGR (3)
                 
$3,841
 $3,232
 $2,147
 $1,979
 $1,731
 $1,816
 $2,022
 15% 7%
363
 317
 282
 264
 273
 260
 282
 8% 3%
5,134
 4,323
 3,000
 2,630
 2,225
 2,069
 1,977
 15% 9%
321
 281
 253
 142
 267
 202
 (59) 
 
936
 459
 504
 252
 431
 591
 (403) 
 
$22.27
 $22.48
 $25.89
 $14.60
 $27.27
 $20.52
 $(5.95) 
 
                 
$18,638
 $17,612
 $9,333
 $8,728
 $8,224
 $7,849
 $6,893
 17% 10%
25,198
 23,956
 12,557
 11,532
 10,826
 10,242
 9,512
 21% 12%
10,404
 10,262
 5,371
 5,399
 5,398
 5,427
 5,492
 20% 9%
2,251
 2,256
 1,493
 1,294
 1,016
 964
 694
 
 
7,595
 6,674
 3,889
 3,388
 3,172
 2,774
 2,181
 20% 14%
13,962
 13,986
 9,629
 9,621
 9,718
 9,819
 9,814
 
 
                 
                 
$543.96
 $477.16
 $403.85
 $352.10
 $326.36
 $282.55
 $222.20
 11% 10%
14% 18% 15% 8% 16% 27% (16)% 
 
14% 17% 9% 9% 13% 11% 10 % 
 
$682.84
 $580.35
 $433.42
 $414.67
 $378.13
 $340.00
 $299.00
 
 
                 
95% 97% 97% 102% 97% 95% 99 % 
 
2% 3% 4% 4% 4% 4% 4 % 
 
7% 7% 9% 7% 8% 13% (10)% 
 
2.5
 2.6
 2.4
 2.6
 2.6
 2.8
 3.2
 
 
23% 25% 28% 28% 24% 26% 24 % 
 
Table


MANAGEMENT'S REPORT ON INTERNAL CONTROL OVER FINANCIAL REPORTING


Management is responsible for establishing and maintaining adequate internal control over financial reporting, as defined in Rule 13a-15(f) under the Securities Exchange Act of Contents1934. Our internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles.


Management does not expect that its internal control over financial reporting will prevent all error and all fraud. A control system, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance that the objectives of the control system are met. Internal control over financial reporting is a process that involves human diligence and compliance and is subject to lapses in judgment and breakdowns resulting from human failures. Because of the inherent limitations in all control systems, no evaluation of controls can provide absolute assurance that all control issues and instances of fraud, if any, have been detected. The design of any system of internal control over financial reporting also is based in part upon certain assumptions about the likelihood of future events, and there can be no assurance that any design will succeed in achieving its stated goals under all potential future conditions.

Under the supervision and with the participation of management, including the Principal Executive Officer and the Principal Financial Officer, we evaluated the effectiveness of our internal control over financial reporting as of December 31, 2017, based on criteria established in Internal Control—Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission. Based on our evaluation, we have concluded that we maintained effective internal control over financial reporting as of December 31, 2017.

In conducting our evaluation of the effectiveness of our internal control over financial reporting as of December 31, 2017, we excluded internal controls over financial reporting associated with Costa Farms and State National Companies, Inc., which were acquired in August 2017 and November 2017, respectively. These operations represent 15% of our consolidated assets as of December 31, 2017 and 2% of our consolidated operating revenues for the year then ended.

KPMG LLP, our independent registered public accounting firm, has issued an attestation report on the effectiveness of the Company's internal control over financial reporting as of December 31, 2017, which is included herein.

2011 2010 2009 2008 2007 2006 2005 
5-Year CAGR (4)
 
10-Year CAGR (4)
                 
$1,979
 $1,731
 $1,816
 $2,022
 $2,117
 $2,184
 $1,938
 16% 6%
264
 273
 260
 282
 305
 269
 242
 7% 6%
2,630
 2,225
 2,069
 1,977
 2,551
 2,576
 2,200
 20% 9%
142
 267
 202
 (59) 406
 393
 148
 
 
252
 431
 591
 (403) 337
 551
 64
 
 
$14.60
 $27.27
 $20.52
 $(5.95) $40.64
 $39.40
 $14.80
 
 
                 
$8,728
 $8,224
 $7,849
 $6,893
 $7,775
 $7,524
 $6,588
 19% 11%
11,532
 10,826
 10,242
 9,512
 10,164
 10,117
 9,814
 20% 10%
5,399
 5,398
 5,427
 5,492
 5,526
 5,584
 5,864
 14% 7%
1,294
 1,016
 964
 694
 691
 866
 849
 
 
3,388
 3,172
 2,774
 2,181
 2,641
 2,296
 1,705
 22% 16%
9,621
 9,718
 9,819
 9,814
 9,957
 9,994
 9,799
 
 
                 
                 
$352.10
 $326.36
 $282.55
 $222.20
 $265.26
 $229.78
 $174.04
 14% 12%
8% 16% 27% (16)% 15% 32% 3% 
 
9% 13% 11% 10 % 18% 16% 11% 
 
$414.67
 $378.13
 $340.00
 $299.00
 $491.10
 $480.10
 $317.05
 
 
                 
102% 97% 95% 99 % 88% 87% 101% 
 
4% 4% 4% 4 % 4% 4% 4% 
 
7% 8% 13% (10)% 5% 11% 2% 
 
2.6
 2.6
 2.8
 3.2
 2.9
 3.3
 3.9
 
 
28% 24% 26% 24 % 21% 27% 33% 
 
Alan I. KirshnerAnne G. Waleski
Executive ChairmanExecutive Vice President and Chief Financial Officer
(Principal Executive Officer)(Principal Financial Officer)
February 23, 2018

REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM


To the Shareholders and Board of Directors
Markel Corporation:

Opinion on Internal Control Over Financial Reporting

We have audited Markel Corporation's and subsidiaries' (the "Company") internal control over financial reporting as of December 31, 2017, based on criteria established in Internal Control—Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission. In our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2017, based on criteria established in Internal Control—Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) ("PCAOB"), the consolidated balance sheets of the Company as of December 31, 2017 and 2016, and the related consolidated statements of income and comprehensive income, changes in equity, and cash flows for each of the years in the three-year period ended December 31, 2017, and related notes, and our report dated February 23, 2018 expressed an unqualified opinion on those consolidated financial statements.

Management excluded from its assessment of the effectiveness of the Company’s internal control over financial reporting as of December 31, 2017 Costa Farms and State National Companies (State National), which were acquired in August 2017 and November 2017, respectively. These operations represent 15 percent of assets and 2 percent of operating revenues included in the consolidated financial statements of the Company as of and for the year ended December 31, 2017. Our audit of internal control over financial reporting of the Company also excluded an evaluation of the internal control over financial reporting of Costa Farms and State National.
Basis for Opinion

The Company's management is responsible for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of internal control over financial reporting, included in the accompanying Management's Report on Internal Control over Financial Reporting. Our responsibility is to express an opinion on the Company's internal control over financial reporting based on our audit. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audit in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether effective internal control over financial reporting was maintained in all material respects. Our audit of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audit also included performing such other procedures as we considered necessary in the circumstances. We believe that our audit provides a reasonable basis for our opinion.



28

TableDefinition and Limitations of ContentsInternal Control Over Financial Reporting

A company's internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company's internal control over financial reporting includes those policies and procedures that (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (2) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (3) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company's assets that could have a material effect on the financial statements.

Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.



Richmond, Virginia
February 23, 2018

REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM


To the Shareholders and Board of Directors
Markel Corporation:

Opinion on the Consolidated Financial Statements

We have audited the accompanying consolidated balance sheets of Markel Corporation and subsidiaries (the "Company") as of December 31, 2017 and 2016, the related consolidated statements of income and comprehensive income, changes in equity, and cash flows for each of the years in the three-year period ended December 31, 2017, and the related notes (collectively, "the consolidated financial statements"). In our opinion, the consolidated financial statements present fairly, in all material respects, the financial position of the Company as of December 31, 2017 and 2016, and the results of its operations and its cash flows for each of the years in the three-year period ended December 31, 2017, in conformity with U.S. generally accepted accounting principles.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) ("PCAOB"), the Company's internal control over financial reporting as of December 31, 2017, based on criteria established in Internal Control—Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission, and our report dated February 23, 2018 expressed an unqualified opinion on the effectiveness of the Company's internal control over financial reporting.

Basis for Opinion

These consolidated financial statements are the responsibility of the Company's management. Our responsibility is to express an opinion on these consolidated financial statements based on our audits. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the consolidated financial statements are free of material misstatement, whether due to error or fraud. Our audits included performing procedures to assess the risks of material misstatement of the consolidated financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statements. We believe that our audits provide a reasonable basis for our opinion.



We have served as the Company's auditor since 1980.

Richmond, Virginia
February 23, 2018




MARKEL CORPORATION AND SUBSIDIARIES
CONSOLIDATED BALANCE SHEETS

December 31,December 31,
2014 20132017 2016
(dollars in thousands)(dollars in thousands)
ASSETS      
Investments, available-for-sale, at estimated fair value:      
Fixed maturities (amortized cost of $9,929,137 in 2014 and $10,129,141 in 2013)$10,422,882
 $10,142,536
Equity securities (cost of $1,951,658 in 2014 and $1,566,553 in 2013)4,137,576
 3,251,798
Fixed maturities (amortized cost of $9,551,153 in 2017 and $9,591,734 in 2016)$9,940,670
 $9,891,510
Equity securities (cost of $2,667,661 in 2017 and $2,481,448 in 2016)5,967,847
 4,745,841
Short-term investments (estimated fair value approximates cost)1,594,849
 1,452,288
2,160,974
 2,336,151
Total Investments16,155,307
 14,846,622
18,069,491
 16,973,502
Cash and cash equivalents1,960,169
 1,978,526
2,198,459
 1,738,747
Restricted cash and cash equivalents522,225
 786,926
302,387
 346,417
Receivables1,135,217
 1,141,773
1,567,453
 1,282,997
Reinsurance recoverable on unpaid losses1,868,669
 1,854,414
4,619,336
 2,006,945
Reinsurance recoverable on paid losses102,206
 102,002
126,054
 64,892
Deferred policy acquisition costs353,410
 260,967
465,569
 392,410
Prepaid reinsurance premiums365,458
 383,559
1,099,757
 299,923
Goodwill1,049,115
 967,717
1,777,464
 1,142,248
Intangible assets702,747
 565,083
1,355,681
 722,542
Other assets985,834
 1,067,922
1,223,365
 904,676
Total Assets$25,200,357
 $23,955,511
$32,805,016
 $25,875,299
LIABILITIES AND EQUITY      
Unpaid losses and loss adjustment expenses$10,404,152
 $10,262,056
$13,584,281
 $10,115,662
Life and annuity benefits1,305,818
 1,486,574
1,072,112
 1,049,654
Unearned premiums2,245,690
 2,127,115
3,308,779
 2,263,838
Payables to insurance and reinsurance companies276,122
 295,496
324,304
 231,327
Senior long-term debt and other debt (estimated fair value of $2,493,000 in 2014 and $2,372,000 in 2013)2,253,594
 2,256,227
Senior long-term debt and other debt (estimated fair value of $3,351,000 in 2017 and $2,721,000 in 2016)3,099,230
 2,574,529
Other liabilities1,051,931
 777,850
1,748,460
 1,099,200
Total Liabilities17,537,307
 17,205,318
23,137,166
 17,334,210
Redeemable noncontrolling interests61,048
 72,183
166,269
 73,678
Commitments and contingencies
 

 
Shareholders' equity:      
Common stock3,308,395
 3,288,863
3,381,834
 3,368,666
Retained earnings2,581,866
 2,294,909
3,776,743
 3,526,395
Accumulated other comprehensive income1,704,557
 1,089,805
2,345,571
 1,565,866
Total Shareholders' Equity7,594,818
 6,673,577
9,504,148
 8,460,927
Noncontrolling interests7,184
 4,433
(2,567) 6,484
Total Equity7,602,002
 6,678,010
9,501,581
 8,467,411
Total Liabilities and Equity$25,200,357
 $23,955,511
$32,805,016
 $25,875,299

See accompanying notes to consolidated financial statements.


29


MARKEL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF INCOME AND COMPREHENSIVE INCOME

Years Ended December 31,Years Ended December 31,
2014 2013 20122017 2016 2015
(dollars in thousands, except per share data)(dollars in thousands, except per share data)
OPERATING REVENUES          
Earned premiums$3,840,912
 $3,231,616
 $2,147,128
$4,247,978
 $3,865,870
 $3,823,532
Net investment income363,230
 317,373
 282,107
405,709
 373,230
 353,213
Net realized investment gains:     
Net realized investment gains (losses):     
Other-than-temporary impairment losses(4,784) (4,706) (12,078)(7,589) (18,355) (44,481)
Net realized investment gains, excluding other-than-temporary impairment losses50,784
 67,858
 43,671
2,286
 83,502
 150,961
Net realized investment gains46,000
 63,152
 31,593
Net realized investment gains (losses)(5,303) 65,147
 106,480
Other revenues883,525
 710,942
 539,284
1,413,275
 1,307,779
 1,086,758
Total Operating Revenues5,133,667
 4,323,083
 3,000,112
6,061,659
 5,612,026
 5,369,983
OPERATING EXPENSES          
Losses and loss adjustment expenses2,202,467
 1,816,273
 1,154,068
2,865,761
 2,050,744
 1,938,745
Underwriting, acquisition and insurance expenses1,460,882
 1,312,312
 929,472
1,587,414
 1,498,590
 1,455,080
Amortization of intangible assets57,627
 55,223
 33,512
80,758
 68,533
 68,947
Other expenses854,871
 663,528
 478,248
1,307,980
 1,190,243
 1,046,805
Total Operating Expenses4,575,847
 3,847,336
 2,595,300
5,841,913
 4,808,110
 4,509,577
Operating Income557,820
 475,747
 404,812
219,746
 803,916
 860,406
Interest expense117,442
 114,004
 92,762
132,451
 129,896
 118,301
Loss on early extinguishment of debt
 44,100
 
Income Before Income Taxes440,378
 361,743
 312,050
87,295
 629,920
 742,105
Income tax expense116,690
 77,898
 53,802
Income tax expense (benefit)(313,463) 169,477
 152,963
Net Income$323,688
 $283,845
 $258,248
$400,758
 $460,443
 $589,142
Net income attributable to noncontrolling interests2,506
 2,824
 4,863
5,489
 4,754
 6,370
Net Income to Shareholders$321,182
 $281,021
 $253,385
$395,269
 $455,689
 $582,772
          
OTHER COMPREHENSIVE INCOME     
OTHER COMPREHENSIVE INCOME (LOSS)     
Change in net unrealized gains on investments, net of taxes:          
Net holding gains arising during the period$687,735
 $225,545
 $266,425
Net holding gains (losses) arising during the period$787,339
 $275,661
 $(240,170)
Change in unrealized other-than-temporary impairment losses on fixed maturities arising during the period173
 (141) (160)
 35
 160
Reclassification adjustments for net gains included in net income(26,161) (40,830) (24,051)(24,296) (33,528) (80,482)
Change in net unrealized gains on investments, net of taxes661,747
 184,574
 242,214
763,043
 242,168
 (320,492)
Change in foreign currency translation adjustments, net of taxes(32,241) (10,143) 1,534
10,449
 (11,704) (29,278)
Change in net actuarial pension loss, net of taxes(14,750) 4,065
 6,664
6,259
 (19,100) (352)
Total Other Comprehensive Income614,756
 178,496
 250,412
Total Other Comprehensive Income (Loss)779,751
 211,364
 (350,122)
Comprehensive Income$938,444
 $462,341
 $508,660
$1,180,509
 $671,807
 $239,020
Comprehensive income attributable to noncontrolling interests2,510
 2,852
 4,858
5,535
 4,760
 6,297
Comprehensive Income to Shareholders$935,934
 $459,489
 $503,802
$1,174,974
 $667,047
 $232,723
          
NET INCOME PER SHARE          
Basic$22.38
 $22.57
 $25.96
$25.89
 $31.41
 $41.99
Diluted$22.27
 $22.48
 $25.89
$25.81
 $31.27
 $41.74

See accompanying notes to consolidated financial statements.

30


MARKEL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CHANGES IN EQUITY

(in thousands)
Common
Shares
 
Common
Stock
 
Retained
Earnings
 
Accumulated
Other
Comprehensive
Income
 
Total
Shareholders'
Equity
 
Noncontrolling
Interests
 Total Equity Redeemable Noncontrolling Interests
Common
Shares
 
Common
Stock
 
Retained
Earnings
 
Accumulated
Other
Comprehensive
Income
 
Total
Shareholders'
Equity
 
Noncontrolling
Interests
 Total Equity Redeemable Noncontrolling Interests
December 31, 20119,621
 $891,507
 $1,835,086
 $660,920
 $3,387,513
 $602
 $3,388,115
 $74,231
December 31, 201413,962
 $3,308,395
 $2,581,866
 $1,704,557
 $7,594,818
 $7,184
 $7,602,002
 $61,048
Net income (loss)    253,385
 
 253,385
 (262) 253,123
 5,125
    582,772
 
 582,772
 (988) 581,784
 7,358
Other comprehensive income (loss)    
 250,417
 250,417
 
 250,417
 (5)    
 (350,049) (350,049) 
 (350,049) (73)
Comprehensive Income (Loss)        503,802
 (262) 503,540
 5,120
        232,723
 (988) 231,735
 7,285
Issuance of common stock47
 9,145
 
 
 9,145
 
 9,145
 
34
 4,752
 
 
 4,752
 
 4,752
 
Repurchase of common stock(39) 
 (16,873) 
 (16,873) 
 (16,873) 
(37) 
 (31,491) 
 (31,491) 
 (31,491) 
Restricted stock awards expensed
 6,462
 
 
 6,462
 
 6,462
 

 24,129
 
 
 24,129
 
 24,129
 
Acquisitions
 
 
 
 
 
 
 15,055
Acquisition of CapTech
 
 
 
 
 
 
 13,817
Adjustment of redeemable noncontrolling interests
 
 (3,101) 
 (3,101) 
 (3,101) 3,101

 
 4,144
 
 4,144
 
 4,144
 (4,144)
Purchase of noncontrolling interest
 1,430
 
 
 1,430
 
 1,430
 (3,573)
 (1,447) 
 
 (1,447) 
 (1,447) (8,224)
Other
 436
 (157) 
 279
 20
 299
 (7,709)
 6,528
 (6) 
 6,522
 263
 6,785
 (6,824)
December 31, 20129,629
 908,980
 2,068,340
 911,337
 3,888,657
 360
 3,889,017
 86,225
Net income (loss)    281,021
 
 281,021
 (958) 280,063
 3,782
December 31, 201513,959
 3,342,357
 3,137,285
 1,354,508
 7,834,150
 6,459
 7,840,609
 62,958
Net income    455,689
 
 455,689
 99
 455,788
 4,655
Other comprehensive income    
 178,468
 178,468
 
 178,468
 28
    
 211,358
 211,358
 
 211,358
 6
Comprehensive Income (Loss)        459,489
 (958) 458,531
 3,810
Issuance of common stock71
 24,518
 
 
 24,518
 
 24,518
 
Repurchase of common stock(109) 
 (57,388) 
 (57,388) 
 (57,388) 
Restricted stock awards expensed(3) 25,239
 
 
 25,239
 
 25,239
 
Acquisition of Alterra4,398
 2,330,199
 
 
 2,330,199
 
 2,330,199
 
Adjustment of redeemable noncontrolling interests
 
 1,963
 
 1,963
 
 1,963
 (1,963)
Purchase of noncontrolling interest
 (136) 
 
 (136) 
 (136) (11,716)
Other
 63
 973
 
 1,036
 5,031
 6,067
 (4,173)
December 31, 201313,986
 3,288,863
 2,294,909
 1,089,805
 6,673,577
 4,433
 6,678,010
 72,183
Net income (loss)    321,182
 
 321,182
 (1,981) 319,201
 4,487
Other comprehensive income    
 614,752
 614,752
 
 614,752
 4
Comprehensive Income (Loss)        935,934
 (1,981) 933,953
 4,491
Comprehensive Income        667,047
 99
 667,146
 4,661
Issuance of common stock19
 5,691
 
 
 5,691
 
 5,691
 
54
 4,623
 
 

 4,623
 
 4,623
 
Repurchase of common stock(43) 
 (26,053) 
 (26,053) 
 (26,053) 
(58) 
 (51,142) 
 (51,142) 
 (51,142) 
Restricted stock awards expensed
 22,935
 
 
 22,935
 
 22,935
 

 21,336
 
 
 21,336
 
 21,336
 
Adjustment of redeemable noncontrolling interests
 
 (8,186) 
 (8,186) 
 (8,186) 8,186

 
 (15,472) 
 (15,472) 
 (15,472) 15,472
Purchase of noncontrolling interest
 (10,257) 
 
 (10,257) 905
 (9,352) (18,566)
 350
 
 
 350
 
 350
 (3,517)
Other
 1,163
 14
 
 1,177
 3,827
 5,004
 (5,246)
 
 35
 
 35
 (74) (39) (5,896)
December 31, 201413,962
 $3,308,395
 $2,581,866
 $1,704,557
 $7,594,818
 $7,184
 $7,602,002
 $61,048
December 31, 201613,955
 3,368,666
 3,526,395
 1,565,866
 8,460,927
 6,484
 8,467,411
 73,678
Net income (loss)    395,269
 
 395,269
 (895) 394,374
 6,384
Other comprehensive income    
 779,705
 779,705
 
 779,705
 46
Comprehensive Income (loss)        1,174,974
 (895) 1,174,079
 6,430
Issuance of common stock58
 552
 
 
 552
 
 552
 
Repurchase of common stock(109) 
 (110,838) 
 (110,838) 
 (110,838) 
Restricted stock awards expensed
 15,881
 
 
 15,881
 
 15,881
 
Acquisition of Costa Farms
 
 
 
 
 
 
 66,600
Adjustment of redeemable noncontrolling interests
 
 (33,738) 
 (33,738) 
 (33,738) 33,738
Purchase of noncontrolling interest
 (2,955) 
 
 (2,955) (8,330) (11,285) (6,179)
Other
 (310) (345) 
 (655) 174
 (481) (7,998)
December 31, 201713,904
 $3,381,834
 $3,776,743
 $2,345,571
 $9,504,148
 $(2,567) $9,501,581
 $166,269
See accompanying notes to consolidated financial statements.

31


MARKEL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CASH FLOWS

Years Ended December 31,Years Ended December 31,
2014 2013 20122017 2016 2015
(dollars in thousands)(dollars in thousands)
OPERATING ACTIVITIES          
Net income$323,688
 $283,845
 $258,248
$400,758
 $460,443
 $589,142
Adjustments to reconcile net income to net cash provided by operating activities:          
Deferred income tax expense84,543
 4,050
 37,648
Deferred income tax expense (benefit)(324,090) 63,358
 (9,678)
Depreciation and amortization203,580
 190,066
 87,326
203,871
 194,147
 200,987
Net realized investment gains(46,000) (63,152) (31,593)
Net realized investment (gains) losses5,303
 (65,147) (106,480)
Loss on early extinguishment of debt
 44,100
 
Decrease (increase) in receivables21,148
 142,065
 (36,590)(38,259) (163,123) 5,604
Decrease (increase) in deferred policy acquisition costs(99,387) (103,704) 37,209
Increase in deferred policy acquisition costs(67,923) (41,619) (7,360)
Increase (decrease) in unpaid losses and loss adjustment expenses, net249,873
 290,130
 (28,052)619,305
 (9,429) (91,960)
Decrease in life and annuity benefits(62,883) (40,235) 
(55,647) (54,580) (85,257)
Increase in unearned premiums, net147,840
 97,249
 71,073
Increase (decrease) in unearned premiums, net197,706
 134,593
 (4,522)
Increase (decrease) in payables to insurance and reinsurance companies(45,204) (150,764) 19,190
(40,761) 11,582
 (31,829)
Increase (decrease) in income taxes payable(46,576) 81,995
 (9,909)(35,968) (16,484) 27,817
Increase (decrease) in accrued expenses(71,669) 67,994
 97,273
Increase (decrease) in other liabilities45,051
 (90,571) (5,793)
Other(13,830) 13,976
 (12,017)20,852
 (641) 73,207
Net Cash Provided By Operating Activities716,792
 745,521
 392,533
858,529
 534,623
 651,151
INVESTING ACTIVITIES          
Proceeds from sales of fixed maturities and equity securities1,286,871
 879,564
 336,548
577,650
 365,822
 538,978
Proceeds from maturities, calls and prepayments of fixed maturities1,420,817
 1,475,938
 510,697
1,129,895
 963,165
 1,503,616
Cost of fixed maturities and equity securities purchased(3,153,055) (1,651,397) (426,439)(1,176,281) (2,205,939) (1,576,254)
Net change in short-term investments(129,164) (470,423) (428,292)234,743
 (689,194) (62,124)
Proceeds from sales of equity method investments107,292
 313,557
 
3,353
 8,790
 23,155
Cost of equity method investments(16,081) (38,018) (40,650)(13,023) (8,576) (21,849)
Change in restricted cash and cash equivalents264,701
 (263,014) (37,642)
Additions to property and equipment(82,132) (47,725) (45,519)(74,652) (63,674) (79,755)
Acquisitions, net of cash acquired(319,086) (12,198) (243,675)(1,431,712) (7,527) (261,521)
Other(2,368) 1,103
 (2,158)5,570
 (1,348) (797)
Net Cash Provided (Used) By Investing Activities(622,205) 187,387
 (377,130)(744,457) (1,638,481) 63,449
FINANCING ACTIVITIES          
Additions to senior long-term debt and other debt89,480
 547,214
 492,792
664,657
 559,300
 69,797
Repayment and retirement of senior long-term debt and other debt(83,722) (321,978) (313,790)
Repayment of senior long-term debt and other debt(259,972) (278,363) (88,020)
Premiums and fees related to early extinguishment of debt
 (43,691) 
Repurchases of common stock(26,053) (57,388) (16,873)(110,838) (51,142) (31,491)
Issuance of common stock5,691
 24,518
 9,145
552
 4,623
 4,752
Purchase of redeemable noncontrolling interests(25,918) (11,852) (2,143)
Payment of contingent consideration(5,018) (14,219) (9,263)
Purchase of noncontrolling interests(18,334) (3,167) (12,474)
Distributions to noncontrolling interests(5,245) (5,124) (7,684)(7,899) (5,949) (6,287)
Other(21,357) (23) (19,485)(6,833) (15,373) (1,225)
Net Cash Provided (Used) By Financing Activities(67,124) 175,367
 141,962
256,315
 152,019
 (74,211)
Effect of foreign currency rate changes on cash and cash equivalents(45,820) 6,485
 3,142
Increase (decrease) in cash and cash equivalents(18,357) 1,114,760
 160,507
Cash and cash equivalents at beginning of year1,978,526
 863,766
 703,259
CASH AND CASH EQUIVALENTS AT END OF YEAR$1,960,169
 $1,978,526
 $863,766
Effect of foreign currency rate changes on cash, cash equivalents, restricted cash and restricted cash equivalents45,295
 (33,138) (52,642)
Increase (decrease) in cash, cash equivalents, restricted cash and restricted cash equivalents415,682
 (984,977) 587,747
Cash, cash equivalents, restricted cash and restricted cash equivalents at beginning of year2,085,164
 3,070,141
 2,482,394
CASH, CASH EQUIVALENTS, RESTRICTED CASH AND RESTRICTED CASH EQUIVALENTS AT END OF YEAR$2,500,846
 $2,085,164
 $3,070,141
See accompanying notes to consolidated financial statements.

MARKEL CORPORATION AND SUBSIDIARIES

32


NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

1. Summary of Significant Accounting Policies

Markel Corporation is a diverse financial holding company serving a variety of niche markets. Markel Corporation's principal business markets and underwrites specialty insurance products. Through its wholly-ownedwholly owned subsidiary, Markel Ventures, Inc. (Markel Ventures), Markel Corporation also owns interests in various industrial and service businesses that operate outside of the specialty insurance marketplace.

On May 1, 2013 (the Acquisition Date), Markel Corporation completed the acquisition of 100% of the issued and outstanding common stock of Alterra Capital Holdings Limited (Alterra).

a)Basis of Presentation. The accompanying consolidated financial statements have been prepared in accordance with U.S. generally accepted accounting principles (U.S. GAAP) and include the accounts of Markel Corporation and its consolidated subsidiaries, as well as any variable interest entities (VIEs) that meet the requirements for consolidation (the Company). All significant intercompany balances and transactions have been eliminated in consolidation. The consolidated financial statements include the results of operations and cash flows of Alterra from the Acquisition Date to December 31, 2014 and not in any prior periods, except with respect to the Supplemental Pro Forma Information included in note 2. The Company consolidates the results of its Markel Ventures subsidiaries on a one-month lag. Certain prior year amounts have been reclassified to conform to the current presentation.

b)Use of Estimates. The preparation of financial statements in accordance with U.S. GAAP requires management to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues and expenses and the disclosure of contingent assets and liabilities. Management periodically reviews its estimates and assumptions. Quarterly reviews include evaluating the adequacy of reserves for unpaid losses and loss adjustment expenses, life and annuity reinsurance benefit reserves, litigation contingencies, the reinsurance allowance for doubtful accounts and income tax liabilities, as well as analyzing the recoverability of deferred tax assets, estimating reinsurance premiums written and earned and evaluating the investment portfolio for other-than-temporary declines in estimated fair value. Estimates and assumptions for goodwill and intangible assets are reviewed in conjunction with an acquisition, and goodwill and indefinite-lived intangible assets are reassessed at least annually for impairment. Actual results may differ materially from the estimates and assumptions used in preparing the consolidated financial statements.

c)Investments. Available-for-sale investments are recorded at estimated fair value. Unrealized gains and losses on investments, net of deferred income taxes, are included in accumulated other comprehensive income in shareholders' equity. The Company completes a detailed analysis each quarter to assess whether the decline in the fair value of any investment below its cost basis is deemed other-than-temporary.

Premiums and discounts are amortized or accreted over the lives of the related fixed maturities as an adjustment to the yield using the effective interest method. Dividend and interest income are recognized when earned. Realized investment gains or losses are included in earnings. Realized gains or losses from sales of investments are derived using the first-in, first-out method.

The Company also has certain investments in equity securities that are recorded at estimated fair value with changes in unrealized gains and losses recorded in net income. These investments totaled $168.8 million as of December 31, 2017 and are included in equity securities in the consolidated balance sheets.

Investments accounted for under the equity method of accounting are recorded at cost within other assets on the consolidated balance sheets and subsequently increased or decreased by the Company's proportionate share of the net income or loss of the investee. The Company records its proportionate share of net income or loss of the investee in net investment income.income (loss). The Company records its proportionate share of other comprehensive income or loss of the investee as a component of other comprehensive income.income (loss). Dividends or other equity distributions in excess of the Company's cumulative equity in earnings of the investee are recorded as as a reduction of the investment. The Company reviews equity method investments for impairment when events or circumstances indicate that a decline in the fair value of the investment below its carrying value is other-than-temporary.

d)Cash and Cash Equivalents. The Company considers all investments with original maturities of 90 days or less to be cash equivalents. The carrying value of the Company's cash and cash equivalents and restricted cash and cash equivalents approximates fair value.


33



e)f)Receivables. Receivables include amounts receivable from agents, brokers and insureds, which represent premiums that are both currently due and amounts not yet due on insurance and reinsurance policies. Premiums for insurance policies are generally due at inception. Premiums for reinsurance policies generally become due over the period of coverage based on the policy terms. The Company monitors the credit risk associated with premiums receivable, taking into consideration the fact that in certain instances credit risk may be reduced by the Company's right to offset loss obligations or unearned premiums against premiums receivable. Amounts deemed uncollectible are charged to net income in the period they are determined. Changes in the estimate of reinsurance premiums written will result in an adjustment to premiums receivable in the period they are determined.

f)g)Reinsurance Recoverables. Amounts recoverable from reinsurers are estimated in a manner consistent with the claim liability associated with the reinsured business. Allowances are established for amounts deemed uncollectible and reinsurance recoverables are recorded net of these allowances. The Company evaluates the financial condition of its reinsurers and monitors concentration risk to minimize its exposure to significant losses from individual reinsurers.

g)h)Deferred Policy Acquisition Costs. Costs directly related to the acquisition of insurance premiums are deferred and amortized over the related policy period, generally one year. Concurrent with the adoption of Financial Accounting Standards Board (FASB) Accounting Standards Update (ASU) No. 2010-26, Accounting for Costs Associated with Acquiring or Renewing Insurance Contracts, effective January 1, 2012, theThe Company only defers acquisition costs incurred that are related directly to the successful acquisition of new or renewal insurance contracts, including commissions to agents and brokers and premium taxes. Commissions received related to reinsurance premiums ceded are netted against broker commissions in determining acquisition costs eligible for deferral. To the extent that future policy revenues on existing policies are not adequate to cover related costs and expenses, deferred policy acquisition costs are charged to earnings. The Company does not consider anticipated investment income in determining whether a premium deficiency exists.

h)i)Goodwill and Intangible Assets. Goodwill and intangible assets are recorded as a result of business acquisitions. Goodwill represents the excess of the amount paid to acquire a business over the net fair value of assets acquired and liabilities assumed at the date of acquisition. Indefinite-lived and other intangible assets are recorded at fair value as of the acquisition date. The determination of the fair value of certain assets acquired and liabilities assumed involves significant judgment and the use of valuation models and other estimates, which require assumptions that are inherently subjective. Goodwill and indefinite-lived intangible assets are tested for impairment at least annually. The Company completes an annual test during the fourth quarter of each year based upon the results of operations through September 30. Intangible assets with definite lives are amortized using the straight-line method over their estimated useful lives, generally five to 20 years, and are reviewed for impairment when events or circumstances indicate that their carrying value may not be recoverable.

i)j)Property and Equipment. Property and equipment are stated at cost less accumulated depreciation and amortization. Depreciation and amortization of property and equipment are calculated using the straight-line method over the estimated useful lives (generally, the lower of the life of the lease or the estimated useful life for leasehold improvements,ten to 40 years for buildings, seven to 40 years for land improvements, three to ten years for furniture and equipment and three to 25 years for other property and equipment).

j)k)Redeemable Noncontrolling Interests. The Company owns controlling interests in various companies through its Markel Ventures operations. In some cases, the Company has the option to acquire the remaining equity interests, and the remaining equity interests have the option to sell their interests to the Company, in the future. The redemption value of the remaining equity interests is generally based on the respective company's earnings in specified periods preceding the redemption date. The redeemable noncontrolling interests generally become redeemable through 2018.2022.

The Company recognizes changes in the redemption value that exceed the carrying value of redeemable noncontrolling interests to retained earnings as if the balance sheet date were also the redemption date. Changes in the redemption value also result in an adjustment to net income to shareholders in the calculation of basic and diluted net income per share. The change in the redemption value of redeemable noncontrolling interests in 2017, 2016 and 2015 resulted in an adjustment recorded to retained earnings during 2014, 2013 and 2012 was an increase of $8.2a decrease of $33.7 million, a decrease of $2.0$15.5 million,, and an increase of $3.1$4.1 million,, respectively.


34


k)l)Income Taxes. The Company records deferred income taxes to reflect the net tax effect of temporary differences between the carrying amounts of assets and liabilities for financial reporting purposes and their tax bases. Deferred tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in years in which those temporary differences are expected to be recovered or settled. Deferred tax assets are reduced by a valuation allowance when management believes it is more likely than not that some, or all, of the deferred tax assets will not be realized. The Company recognizes the tax benefit from an uncertain tax position taken or expected to be taken in income tax returns only if it is more likely than not that the tax position will be sustained upon examination by tax authorities, based on the technical merits of the position. Tax positions that meet the more likely than not threshold are then measured using a probability weighted approach, whereby the largest amount of tax benefit that is greater than 50% likely of being realized upon ultimate settlement is recognized. The Company recognizes interest and penalties related to uncertain tax positions in income tax expense.

l)m)Unpaid Losses and Loss Adjustment Expenses. Unpaid losses and loss adjustment expenses on ourthe Company's property and casualty insurance business are based on evaluations of reported claims and estimates for losses and loss adjustment expenses incurred but not reported. Estimates for losses and loss adjustment expenses incurred but not reported are based on reserve development studies, among other things. The Company does not discount reserves for losses and loss adjustment expenses to reflect estimated present value, except for reserves assumed in connection with an acquisition, which are recorded at fair value at the acquisition date. Recorded reserves are estimates, and the ultimate liability may be greater or less than the estimates.

m)n)Life and Annuity Benefits.Prior to its acquisition by the The Company Alterra entered intopreviously acquired a block of long duration reinsurance contracts for life and annuity benefits which subject the Company to mortality, longevity and morbidity risks. The assumptions used to determine policy benefit reserves were determined at the Acquisition Date and are generally locked-in for the life of the contract unless an unlocking event occurs. To the extent existing policy reserves, together with the present value of future gross premiums and expected investment income earned thereon, are not adequate to cover the present value of future benefits, settlement and maintenance costs, the locked-in assumptions are revised to current best estimate assumptions and a charge to earnings for life and annuity benefits is recognized at that time. Because of the assumptions and estimates used in establishing reserves for life and annuity benefit obligations and the long-term nature of these reinsurance contracts, the ultimate liability may be greater or less than the estimates.

Results attributable to the run-off of life and annuity reinsurance business are included in other revenues and other expenses in the Company's consolidated statements of income and comprehensive income and as part of the Company's Other Insurance (Discontinued Lines) segment.

n)o)Revenue Recognition.

Property and Casualty Premiums

Insurance premiums are generally earned on a pro rata basis over the policy period, typically one year. The cost of reinsurance ceded is initially recorded as prepaid reinsurance premiums and is amortized over the reinsurance contract period in proportion to the amount of insurance protection provided. Premiums ceded are netted against premiums written.

Assumed reinsurance premiums are recorded at the inception of each contract based upon contract terms and information received from cedents and brokers and are earned on a pro rata basis over the coverage period, or for multi-year contracts, in proportion with the underlying risk exposure to the extent there is variability in the exposure through the coverage period. Changes in reinsurance premium estimates are expected and may result in significant adjustments in any period. These estimates change over time as additional information regarding changes in underlying exposures is obtained. Any subsequent differences arising on such estimates are recorded as premiums written in the period they are determined.determined and are earned on a pro rata basis over the coverage period. The Company uses the periodic method to account for assumed reinsurance from foreign reinsurers. The Company's foreign reinsurers provide sufficient information to record foreign assumed business in the same manner as the Company records assumed business from United States reinsurers.

Certain contracts that the Company writes provide for reinstatement of coverage. Reinstatement premiums are the premiums for the restoration of the insurance or reinsurance limit of a contract to its full amount after a loss occurrence by the insured or reinsured. The Company accrues for reinstatement premiums resulting from losses recorded. Such accruals are based upon contractual terms and management judgment is involved with respect to the amount of losses recorded. Changes in estimates of losses recorded on contracts with reinstatement premium features will result in changes in reinstatement premiums based on contractual terms. Reinstatement premiums are recognized at the time losses are recorded and are earned on a pro-ratapro rata basis over the coverage period.


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Other Revenues

Other revenues primarily relate to the Company's Markel Ventures operations and consist of revenues from the sale of manufactured products and service revenues. Revenues from manufactured products are generally recognized at the time title transfers to the customer, which typically occurs at the point of shipment or delivery to the customer, depending on the terms of the sales arrangement. Revenues from services are generally recognized as the services are performed. Services provided pursuant to a contract are recognized either over the contract period or upon completion of the elements specified in the contract, depending on the terms of the contract.

o)Investment management fee income is recognized over the period in which investment management services are provided and is calculated and billed monthly based on the net asset value of the accounts managed. Performance fee arrangements entitle the Company to participate, on a fixed-percentage basis, in any net income generated in excess of an agreed-upon threshold as established by the underlying investment management agreements. In general, net income is calculated at the end of each calendar year and performance fees are payable annually. Following the preferred method identified in the Accounting Standards Codification (ASC) Topic 605, Revenue Recognition, such performance fee income is recorded at the conclusion of the contractual performance period, when all contingencies are resolved.

Program services fees received in exchange for providing access to the U.S. property and casualty insurance market are based on the gross premiums written on behalf of general agent and capacity provider clients. Program services fees are earned in a manner consistent with the recognition of the gross premiums earned on the underlying insurance policies, generally on a pro rata basis over the terms of the underlying policies reinsured.

p)Program Services. In connection with the program services business, the Company enters into contractual agreements with both the producing general agents and the reinsurers, whereby the general agents and reinsurers are typically obligated to each other for payment of insurance amounts, including premiums, commissions and losses. To the extent these funds are not the obligation of the Company and are settled directly between the general agent and the reinsurer, no receivables or payables are recorded for these amounts. All obligations of the Company's insurance subsidiaries owed to or on behalf of their policyholders are recorded by the Company and, to the extent appropriate, offsetting reinsurance recoverables are recorded.

q)Stock-based Compensation. Stock-based compensation expense is generally recognized as part of underwriting, acquisition and insurance expenses over the requisite service period. Stock-based compensation expense, net of taxes, was $18.7$11.9 millionin 2017, $14.3 million in 2014, $18.42016 and $16.3 million in 2013 and $4.4 million in 2012.2015. See note 12.

p)r)Foreign Currency Translation. The functional currencies of the Company's foreign operations are the currencies in which the majority of their business is transacted. Assets and liabilities of foreign operations are translated into the United States Dollar using the exchange rates in effect at the balance sheet date. Revenues and expenses of foreign operations are translated using the average exchange rate for the period. Gains or losses from translating the financial statements of foreign operations denominated in a functional currency are included, net of taxes, in shareholders' equity as a component of accumulated other comprehensive income. Gains and losses arising from transactions denominated in a foreign currency other than a functional currency are included in net income.

The Company manages its exposure to foreign currency risk primarily by matching assets, other than goodwill and intangible assets, and liabilities denominated in the same currency. To the extent that assets and liabilities in foreign currencies are not matched, the Company is exposed to foreign currency risk. For functional currencies, the related exchange rate fluctuations are reflected in other comprehensive income. The cumulative foreign currency translation adjustment, net of taxes, was a loss of $43.5$74.0 million and $11.2$84.4 million at December 31, 20142017 and 2013,2016, respectively.

q)s)Derivative Financial Instruments. Derivative instruments, including derivative instruments resulting from hedging activities, are measured at fair value and recognized as either assets or liabilities on the consolidated balance sheets. The changes in fair value of derivatives are recognized in earnings unless the derivative is designated as a hedge and qualifies for hedge accounting.

The Company's foreign currency forward contracts are generally designated and qualify as hedges of a net investment in a foreign operation. The effective portion of the change in fair value resulting from these hedges is reported in currency translation adjustments as part of other comprehensive income. The ineffective portion of the change in fair value is recognized in earnings.


r)t)Comprehensive Income. Comprehensive income represents all changes in equity that result from recognized transactions and other economic events during the period. Other comprehensive income refers to revenues, expenses, gains and losses that under U.S. GAAP are included in comprehensive income but excluded from net income, such as unrealized gains or losses on investments, foreign currency translation adjustments and changes in net actuarial pension loss.

s)u)Net Income Per Share. Basic net income per share is computed by dividing adjusted net income to shareholders by the weighted average number of common shares outstanding during the year. Diluted net income per share is computed by dividing adjusted net income to shareholders by the weighted average number of common shares and dilutive potential common shares outstanding during the year. See note 12(b).

t)v)Variable Interest Entities. The Company determines whether it has relationships with entities defined as VIEs in accordance with ASC Topic 810, Consolidation. Under this guidance, a VIE is consolidated by the variable interest holder that is determined to be the primary beneficiary.

An entity in which the Company holds a variable interest is a VIE if any of the following conditions exist: (a) the total equity investment at risk is not sufficient to permit the entity to finance its activities without additional subordinated financial support, (b) as a group, the holders of equity investment at risk lack either the direct or indirect ability through voting rights or similar rights to make decisions about an entity's activities that most significantly impact the entity's economic performance or the obligation to absorb the expected losses or right to receive the expected residual returns, or (c) the voting rights of some investors are disproportionate to their obligation to absorb the expected losses of the entity, their rights to receive the expected residual returns of the entity, or both and substantially all of the entity's activities either involve or are conducted on behalf of an investor with disproportionately few voting rights.

The primary beneficiary is defined as the variable interest holder that is determined to have the controlling financial interest as a result of having both (a) the power to direct the activities of a VIE that most significantly impact the economic performance of the VIE and (b) the obligation to absorb losses or right to receive benefits from the VIE that could potentially be significant to the VIE.

The Company determines whether an entity is a VIE at the inception of its variable interest in the entity and upon the occurrence of certain reconsideration events. The Company continually reassesses whether it is the primary beneficiary of VIEs in which it holds a variable interest.

w)Recent Accounting Pronouncements.

Effective January 1, 2014,2017, the Company early adopted FASB ASUAccounting Standards Update (ASU) No. 2013-11,2016-15, PresentationStatement of an Unrecognized Tax Benefit When a Net Operating Loss Carryforward, a Similar Tax Loss, or a Tax Credit Carryforward Exists. Cash Flows (Topic 230): Classification of Certain Cash Receipts and Cash PaymentsASU No. 2013-11 requires that a liability related, which is intended to an unrecognized tax benefit be offset against a deferred tax asset for a net operating loss carryforward, a similar tax loss or a tax credit carryforward if such settlement is required or expectedreduce diversity in practice in how certain transactions are classified in the eventstatement of cash flows. Some of the uncertain tax position is disallowed. In that case,topics covered by the liability associated withASU include the unrecognized tax benefit is presented in the financial statements asclassification of debt prepayment and extinguishment costs, contingent consideration payments made after a reduction to the related deferred tax asset for a net operating loss carryforward, a similar tax loss or a tax credit carryforward. Otherwise, the unrecognized tax benefit should be presented in the financial statements as a liabilitybusiness combination and should not be combined with deferred tax assets. Thedistributions from equity method investees. Upon adoption of this guidanceASU, the Company made an accounting policy election to use the cumulative earnings approach for presenting distributions received from equity method investees, which is consistent with its existing approach. Under this approach, distributions up to the amount of cumulative equity in earnings recognized will be treated as returns on investment and presented in operating activities and those in excess of that amount will be treated as returns of investment and presented in financing activities. The provisions of ASU No. 2016-15 were adopted on a retrospective basis and did not impact the Company's financial position, results of operations or cash flows.

Effective January 1, 2017, the Company early adopted ASU No. 2016-18, Statement of Cash Flows (Topic 230): Restricted Cash. The ASU requires that amounts generally described as restricted cash and restricted cash equivalents be included with cash and cash equivalents when reconciling the beginning-of-period and end-of-period total amounts shown on the statement of cash flows. The Company previously presented changes in restricted cash and restricted cash equivalents on the statements of cash flows as an investing activity. The Company generally describes amounts held in trust or on deposit to support underwriting activities as well as amounts pledged as security for letters of credit as restricted cash or restricted cash equivalents. The provisions of ASU No. 2016-18 were adopted on a retrospective basis and did not impact the Company's financial position, results of operations or total comprehensive income. As a result of adoption of this ASU, investing cash inflows of $93.4 million in 2016 and $62.3 million in 2015 were attributed to the change in restricted cash and were reclassified out of investing activities. The Company's statements of cash flows now include restricted cash and restricted cash equivalents in the beginning-of-period and end-of-period total amounts for cash, cash equivalents, restricted cash and restricted cash equivalents.

Effective January 1, 2017, the Company early adopted ASU No. 2017-04, Intangibles - Goodwill and Other (Topic 350): Simplifying the Test for Goodwill Impairment. The ASU eliminates Step 2 of the goodwill impairment test, which is performed by estimating the fair value of individual assets and liabilities of the reporting unit to calculate the implied fair value of goodwill. Instead, an entity will record a goodwill impairment charge based on the excess of a reporting unit's carrying value over its estimated fair value, not to exceed the carrying amount of goodwill. The provisions of ASU No. 2017-04 were adopted on a prospective basis and did not have an impact on the Company's financial position, results of operations or cash flows.


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In May 2014, the FASBFinancial Accounting Standards Board (FASB) issued ASU No. 2014-09, Revenue from Contracts with Customers (Topic 606), which creates a new comprehensive revenue recognition standard that will serve as a single source of revenue guidance for all companies in all industries. The guidance applies to all companies that either enter into contracts with customers to transfer goods or services or enter into contracts for the transfer of nonfinancial assets, unless those contracts are within the scope of other standards, such as insurance contracts. ASU No. 2014-09's core principle is that a company will recognize revenue when it transfers promised goods or services to customers in an amount that reflects the consideration to which the company expects to be entitled in exchange for those goods or services. In doing so, companies will need to use more judgment and make more estimates than under the current guidance. These may include identifying performance obligations in the contract, estimating the amount of variable consideration to include in the transaction price and allocating the transaction price to each separate performance obligation. Several ASUs have also been issued as amendments to ASU No. 2014-09 and will be evaluated and adopted in conjunction with ASU No. 2014-09. ASU No. 2014-09 becomes effective for the Company during the first quarter of 20172018 and maywill be applied retrospectively or under ausing the modified retrospective method, wherewhereby the cumulative effect isof adoption for ongoing contracts will be recognized as an adjustment to retained earnings at the date of initial application. Early applicationThe adjustment to retained earnings at January 1, 2018 will not be material. The adoption of this ASU will not impact the Company's insurance premium revenues or revenues from its investment portfolio, which totaled 77% of consolidated revenues for the year ended December 31, 2017, but will impact certain of the Company's other revenues, which are comprised of a diverse portfolio of contracts across various industries. Based on the Company’s evaluation of the impacted revenue streams, which was completed in 2017, the timing of the recognition of revenue and related costs will change with respect to certain contracts with customers, none of which will have a material effect on the consolidated financial statements. For instance, revenues and costs for certain contracts will be recognized over time rather than when the product or service is delivered, as is the current practice. The Company also will provide additional disclosures in the notes to consolidated financial statements as required under the new guidance.

In January 2016, the FASB issued ASU No. 2016-01, Financial Instruments (Topic 825): Recognition and Measurement of Financial Assets and Financial Liabilities. The ASU significantly changes the income statement impact of equity investments and the recognition of changes in fair value of financial liabilities attributable to an entity's own credit risk when the fair value option is elected. The ASU requires equity instruments that do not result in consolidation and are not accounted for under the equity method to be measured at fair value and to recognize any changes in fair value in net income rather than other comprehensive income. ASU No. 2016-01 becomes effective for the Company during the first quarter of 2018 and will be applied using a cumulative-effect adjustment to retained earnings as of the beginning of the fiscal year of adoption. As of December 31, 2017, accumulated other comprehensive income included $3.3 billion of net unrealized gains on equity securities, which will be reclassified to retained earnings on January 1, 2018. As of December 31, 2017, accumulated other comprehensive income was net of deferred income taxes on net unrealized gains on equity securities of $1.1 billion. The Company is still assessing the impact of ASU No. 2018-02, as discussed below, on deferred taxes included in accumulated other comprehensive income and has not determined the amount of deferred income taxes on net unrealized gains on equity securities that will be reclassified to retained earnings on January 1, 2018. The provisions related to equity investments without a readily determinable fair value will be applied prospectively to equity investments as of the adoption date. Adoption of this ASU is not expected have a material impact on the Company's financial position, cash flows, or total comprehensive income, but will have a material impact on the Company's results of operations as changes in fair value of equity instruments will be presented in net income rather than other comprehensive income. See note 3(f) for details regarding the change in net unrealized gains on equity securities included in other comprehensive income for the years ended December 31, 2017, 2016 and 2015.


In February 2016, the FASB issued ASU No. 2016-02, Leases (Topic 842). The ASU requires lessees to record most leases on their balance sheets as a lease liability with a corresponding right-of-use asset, but continue to recognize the related leasing expense within net income. ASU No. 2016-02 becomes effective for the Company during the first quarter of 2019 and will be applied using a modified retrospective approach for leases that exist or are entered into after the beginning of the earliest comparative period in the financial statements. See note 16 for details regarding the Company's minimum annual rental commitments payable directly by the Company for noncancelable operating leases at December 31, 2017, which will be subject to this new guidance. The calculation of the lease liability and right-of-use asset requires further analysis of the underlying leases to determine which portions of the underlying lease payments are required to be included in the calculation. Adoption of this standard will impact the Company’s consolidated balance sheets but is not expected to have a material impact on the Company’s results of operations or cash flows. The Company is currently evaluating ASU No. 2016-02 to determine the magnitude of the impact that adopting this standard will have on its consolidated financial statements.

In June 2016, the FASB issued ASU No. 2016-13, Financial Instruments - Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments. The ASU replaces the current incurred loss model used to measure impairment losses with an expected loss model for trade, reinsurance, and other receivables as well as financial instruments measured at amortized cost. For available-for-sale debt securities, which are measured at fair value, the ASU requires entities to record impairments as an allowance, rather than a reduction of the amortized cost, as is currently required under the other-than-temporary impairment model. ASU No. 2016-13 becomes effective for the Company during the first quarter of 2020 and will be applied using a modified retrospective approach through a cumulative-effect adjustment to retained earnings as of the beginning of the first reporting period in which the guidance is effective. The Company is currently evaluating ASU No. 2016-13 to determine the potential impact that adopting this standard will have on its consolidated financial statements. Application of the new expected loss model for measuring impairment losses will not impact the Company's investment portfolio, all of which is considered available-for-sale, but will impact the Company's other financial assets, including its reinsurance recoverables. Upon adoption of this ASU, any impairment losses on the Company's available-for-sale debt securities will be recorded as an allowance, subject to reversal, rather than as a reduction in amortized cost.

In February 2018, the FASB issued ASU No. 2018-02, Income Statement - Reporting Comprehensive Income (Topic 220): Reclassification of Certain Tax Effects from Accumulated Other Comprehensive Income. The ASU provides an option to reclassify tax effects that are stranded in accumulated other comprehensive income as a result of enactment of the Tax Cuts and Jobs Act (TCJA) in December 2017, to retained earnings. U.S. GAAP currently requires the effects of changes in tax rates and laws on deferred tax balances to be recorded as a component of income tax expense in the period of enactment, even if the assets and liabilities relate to items of accumulated other comprehensive income. See note 8 for further discussion of the impact of the TCJA recorded in the fourth quarter of 2017. ASU No. 2018-02 becomes effective for the Company during the first quarter of 2019 and can be applied in the period of adoption or retrospectively to each period in which the effect of the TCJA was recognized. Early adoption is permitted. The Company is currently evaluating ASU No. 2014-092018-02 to determine the potential impact that adopting this standard will have on its consolidated financial statements.
The following ASU's relate to topics relevant to the Company's operations and were adopted effective January 1, 2017. These ASU's did not have a material impact on the Company’s financial position, results of operations or cash flows:
ASU No. 2015-11, Inventory (Topic 330): Simplifying the Measurement of Inventory
ASU No. 2016-07, Investments - Equity Method and Joint Ventures (Topic 323): Simplifying the Transition to the Equity Method of Accounting
ASU No. 2016-17, Consolidation (Topic 810): Interests Held through Related Parties That Are under Common Control
ASU No. 2017-01, Business Combinations (Topic 805): Clarifying the Definition of a Business

The following ASU’s relate to topics relevant to the Company's operations and are not yet effective. These ASU's are not expected to have a material impact on the Company's financial position, results of operations or cash flows:
ASU No. 2016-16, Income Taxes (Topic 740): Intra-entity Transfers of Assets Other Than Inventory
ASU No. 2017-07, Compensation - Retirement Benefits (Topic 715): Improving the Presentation of Net Periodic Pension Cost and Net Periodic Postretirement Benefit Cost
ASU No. 2017-08, Receivables - Nonrefundable Fees and Other Costs (Subtopic 310-20): Premium Amortization on Purchased Callable Debt Securities
ASU No. 2017-09, Stock Compensation (Topic 718): Scope of Modification Accounting


2. Acquisitions

SureTec Acquisition of Alterra

a)Overview. On May 1, 2013,In April 2017, the Company completed the acquisition of 100% of the the issuedSureTec Financial Corp. (SureTec), a Texas-based privately held surety company primarily offering contract, commercial and outstanding common stock of Alterra pursuant to an agreement dated December 18, 2012 (the Merger Agreement) which provided for the merger of Alterra with one of the Company's subsidiaries. Alterra was a Bermuda-headquartered global enterprise providing diversified specialty property and casualty insurance and reinsurance products to corporations, public entities and other property and casualty insurers.court bonds. Results attributable to Alterra's property and casualty insurance and reinsurance business are included in each of the Company's underwriting segments, which were redefined during the first quarter of 2014. Previously, Alterra also offered life and annuity reinsurance products. In 2010, Alterra ceased writing life and annuity reinsurance contracts and placed this business into run-off. Results attributable to the run-off of Alterra's life and annuity reinsurance businessacquisition are included in the Company's OtherU.S. Insurance (Discontinued Lines) segment. See note 19 for further discussion of the Company's reportable segments.

Pursuant to the terms of the Merger Agreement, on the Acquisition Date, equity holders of Alterra received, in exchangeTotal consideration for each share of Alterra common stock held (other than restricted shares that did not vest in connection with the transaction), (1) 0.04315 shares of the Company's common stock and (2) $10.00 in cash. Equity holders of Alterra received total consideration of $3.3 billion, consisting ofthis acquisition was $246.9 million, which included cash consideration of $964.3 million and stock$225.6 million. Total consideration also includes the estimated fair value of 4.3 million shares of the Company's common stock.



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b)Purchase Price. The Company's total purchase price for Alterra as of the Acquisition Date was calculated as follows:

(in thousands, except per share amounts) 
Shares of Alterra common stock outstanding as of the Acquisition Date96,433
Exchange ratio per the Merger Agreement0.04315
Markel share issuance to Alterra shareholders4,161
  
Shares of Alterra restricted stock outstanding as of the Acquisition Date2,239
Incentive award ratio per the Merger Agreement0.06252
Markel restricted stock issuance to Alterra restricted stock holders140
  
Multiplied by Markel's weighted average stock price on April 30, 2013 (1)
$529.59
  
Markel share and restricted stock issuance consideration, net of taxes$2,267,648
  
Alterra common shares outstanding as of the Acquisition Date that received cash consideration96,433
Multiplied by cash price per share component per the Merger Agreement$10.00
Markel cash consideration$964,330
  
Fair value of Markel warrant issuance to Alterra warrant holders as of the Acquisition Date$73,685
Fair value of Markel stock option issuance to Alterra stock option holders as of the Acquisition Date, net of taxes$12,335
Fair value of partially vested Markel restricted stock unit issuance as of the Acquisition Date, net of taxes$6,867
Unrecognized compensation on unvested restricted stock and restricted stock units$(20,572)
Total acquisition consideration$3,304,293
(1)
The fair value of the shares issued by the Company was calculated as the weighted average price of the Company's stock on April 30, 2013, the day preceding the Acquisition Date.

As part of thecontingent consideration the Company issued replacement warrants, options and restricted stock awardsexpects to holders of Alterra warrants, options and restricted stock awards. The acquisition consideration related topay based on SureTec's earnings, as defined in the options, restricted stock and restricted stock units issued was net of income taxes of $1.9 million, $10.1 million and $0.7 million, respectively. See note 12merger agreement, for additional information about the equity awards issued in connection with the acquisition.

c)Fair Value of Net Assets Acquired and Liabilities Assumed. years 2017 through 2020. The purchase price was allocated to the acquired assets and liabilities of AlterraSureTec based on estimated fair values on the acquisition date. The Company recognized goodwill of $70.4 million, which is primarily attributable to synergies that are expected to result upon integration of SureTec into the Company's insurance operations. None of the goodwill recognized is expected to be deductible for income tax purposes. The Company also recognized other intangible assets of $103.0 million, which includes $92.0 million of agent relationships to be amortized over a weighted average period of 15 years.

State National Acquisition

In November 2017, the Company completed its acquisition of 100% of the issued and outstanding common stock of State National Companies, Inc. (State National), a Texas-based leading specialty provider of property and casualty insurance that includes both fronting services and collateral protection insurance coverage. Results attributable to State National's collateral protection insurance coverages are included in the U.S. Insurance segment. Results attributable to State National's program services (fronting) business are reported with the Company's other operations, which are not included in a reportable segment.

Pursuant to the terms of the merger agreement, State National stockholders received $21.00 cash for each outstanding share of State National common stock (other than certain performance-based restricted shares that did not vest in connection with the transaction). Total consideration for this acquisition was $918.8 million, all of which was cash consideration.

The purchase price was allocated to the acquired assets and liabilities of State National based on estimated fair values at the Acquisition Date.acquisition date. The Company preliminarily recognized goodwill of $295.7$370.4 million,, none of which is primarilyexpected to be deductible for income tax purposes. The goodwill is attributable to Alterra'sthe Company's ability to achieve future revenue growth from new customers and the continued enhancement of State National's existing technology. Goodwill is also attributable to State National's assembled workforce and synergies that are expected to result upon integration of AlterraState National into the Company's insurance operations and investing activities. See note 7 for goodwill recorded by reportable segment. None

The Company has not completed the process of determining the fair value of the goodwill that was recorded is deductible for income tax purposes. The Company also recognized indefinite lived intangible assets of $37.5 millionacquired and other intangible assets of $170.0 million, whichliabilities assumed. These valuations will be amortized overcompleted within the measurement period, which cannot exceed 12 months from the acquisition date. As a weighted average period of 17 years.result, the fair value recorded for these items is a provisional estimate and may be subject to adjustment. Once completed, any adjustments resulting from the valuations may impact the individual amounts recorded for assets acquired and liabilities assumed, as well as the residual goodwill.


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The following table summarizes the provisional fair values of the assets acquired and liabilities assumed at the Acquisition Date.acquisition date.

(dollars in thousands)  
ASSETS  
Investments$6,407,841
$395,940
Cash and cash equivalents1,036,274
77,302
Restricted cash and cash equivalents414,497
25,545
Receivables866,388
147,256
Reinsurance recoverable on unpaid losses1,169,084
Reinsurance recoverable on paid losses80,672
Prepaid reinsurance premiums317,445
808,331
Reinsurance recoverable on paid and unpaid losses2,075,734
Other assets859,884
83,721
LIABILITIES  
Unpaid losses and loss adjustment expenses4,719,461
2,086,621
Life and annuity benefits1,477,482
Unearned premiums1,075,610
825,529
Payables to insurance and reinsurance companies342,858
122,203
Senior long-term debt512,463
Senior long-term debt and other debt44,500
Other liabilities223,108
370,551
Net assets2,801,103
164,425
Goodwill295,690
370,375
Intangible assets207,500
384,000
Acquisition date fair value$3,304,293
$918,800

An explanation of the significant adjustments for fair value and the related impact on amortization is as follows:
Investments - Fixed maturity investments acquired includeOther liabilities includes a netprovisional increase of $223.1$64.5 million to adjustreflect the historical carrying amount of Alterra's investmentsrisk premium for program services business, which is attributed to their estimated fair value as of the Acquisition Date. The difference innet capital charges arising from the historical amortized cost ofgross and ceded unpaid losses and loss adjustment expenses and unearned premium balances at the fixed maturity investments acquired and their estimated fair value as of the Acquisition Date, $495.5 million, represents incremental premium thatacquisition date. This adjustment will be amortized to net investment income over the term of the underlying securities.  The amount of the unamortized incremental premium as of December 31, 2014 and 2013 was $281.1 million and $398.1 million, respectively. The decrease in the unamortized incremental premium is due to amortization expense of $59.3 million and $58.3 million for the years ended December 31, 2014 and 2013, respectively, and sales of securities.
Intangible assets - Establish the estimated fair value of intangible assets related to Alterra (see below for further detail).
Unearned Premiums - Unearned premiums acquired include a decrease of $176.3 million to adjust the carrying value of Alterra's historical unearned premiums to fair value as of the Acquisition Date. The adjustment consists of the present value of the expected underwriting profit within the unearned premiums liability less costs to service the related policies and a risk premium. This adjustment was amortized to underwriting, acquisition and insuranceother expenses over a weighted average period of approximately one year, as the contracts for business in-force as of the Acquisition Date expired. As of December 31, 2014, this adjustment was fully amortized.
Unpaid losses and loss adjustment expenses - Unpaid losses and loss adjustment expenses acquired include an increase of $120.8 million to adjust the carrying value of Alterra's historical unpaid losses and loss adjustment expenses, net of related reinsurance recoverable, to fair value as of the Acquisition Date. The estimated fair value consists of the present value of the expected net loss and loss adjustment expense payments plus a risk premium. This adjustment, plus the $26.5 million unamortized fair value adjustment included in Alterra's historical unpaid losses and loss adjustment expenses, will be amortized to losses and loss adjustment expenses over a weighted average period of approximately fivethree years,, based on the estimated payout pattern of net reservesunpaid losses and loss adjustment expenses as of the Acquisition Date.acquisition date. The amount of the unamortized fair value adjustment included in unpaid losses and loss adjustment expensesother liabilities as of December 31, 2014 and 20132017 was $114.6$57.7 million. Other liabilities also includes a provisional decrease of $28.3 million and $136.5 million, respectively.


39


Life and Annuity Benefits - Life and annuity benefits acquired include an increase of $329.6 million to adjust the carrying value of Alterra'sState National's historical life and annuity benefitsdeferred program services fees to fair value as of the Acquisition Date.acquisition date. The estimated fair value consists of deferred program services fees is based on the present valuecost of fulfilling the expected net life and annuity benefit paymentsobligation plus a risk premium. See note 10 for detail regarding accounting for life and annuity benefits.
Senior long-term debt - Senior long-term debt acquired includes an increase of $71.9 million to adjust the carrying value of Alterra's senior long-term debt to its estimated fair value based on prevailing interest rates and other factors as of the Acquisition Date. Thisnormal profit margin. The adjustment will be amortized to interestother expense over the termlife of the notes. See note 11.underlying business, which is a weighted average period of one year. The amount of the unamortized premium on the acquired senior long-term debtfair value adjustment included in other liabilities as of December 31, 2014 and 20132017 was $56.7 million and $66.1 million, respectively.
$19.3 million.

The following table summarizes the provisional intangible assets recorded in connection with the acquisition.acquisition, and as of December 31, 2017.

(dollars in thousands)Amount 
Economic
Useful Life
Amount 
Economic
Useful Life
Customer relationships$132,000
 18 years$302,000
 13 years
Broker relationships19,000
 18 years
Trade names23,000
 13 years
Technology18,000
 Ten years27,000
 Nine years
Trade names1,000
 One year
Lloyd's syndicate capacity12,000
 Indefinite
Insurance licenses25,500
 Indefinite32,000
 Indefinite
Intangible assets as of the Acquisition Date$207,500
 
Intangible assets, before amortization, as of the Acquisition Date384,000
 
Amortization (from the Acquisition Date through December 31, 2017)4,797
 
Net intangible assets as of December 31, 2017$379,203
 


Customer relationships represent policyholderlender relationships, fronting relationships and the network of insurance companiesother relationships through which AlterraState National conducted its operations. The fair value of customer relationships and broker relationships was estimated using the income approach. Critical inputs into the valuation model for customer relationships and broker relationships include estimates of expected premium and attrition rates, and discounting at a weighted average cost of capital. Technology represents the intangible assetassets related to Alterra's internally developed softwareState National's proprietary insurance systems and was valued using the income approach.

The fair value of Lloyd's syndicate capacity and insurance licenses was estimated using the market approach. Lloyd's syndicate capacity represents Alterra's authorized premium income limit to write insurance business in the Lloyd's of London (Lloyd's) insurance market. The Lloyd's capacity is renewed annually at no cost to the Company or may be freely purchased or sold, subject to Lloyd's approval. The ability to write insurance business within the syndicate capacity is indefinite with the premium income limit being set annually by the Company, subject to Lloyd's approval.

d)Income Taxes. As a result of the acquisition, Alterra and its non-U.S. subsidiaries became controlled foreign corporations subject to U.S. income tax at a statutory rate of 35%. The acquisition was taxable to U.S. shareholders of Alterra, and Markel has elected to treat it as an asset acquisition under section 338(g) of the U.S. Internal Revenue Code of 1986 (IRC), as amended.

Effective May 1, 2013, the Company made an IRC section 953(d) election with respect to Markel Bermuda Limited (Markel Bermuda, formerly known as Alterra Bermuda Limited), a wholly-owned subsidiary of Alterra. As a result of the 953(d) election, Markel Bermuda is treated as a domestic corporation for U.S. tax purposes and, accordingly, is required to record deferred taxes at the 35% statutory U.S. rate.

As part of the allocation of the purchase price, the Company recorded net deferred tax assets of $310.1 million. Of this amount, $343.9 million represents deferred tax assets related to accrued losses and loss adjustment expenses and life and annuity benefits, which were partially offset by deferred tax liabilities of $64.6 million related to the estimated fair value of the intangible assets recorded. Other net deferred tax assets recorded primarily relate to differences between financial reporting and tax bases of the acquired assets and liabilities as of the Acquisition Date. As of the Acquisition Date, earnings of Alterra's foreign subsidiaries are considered reinvested indefinitely, consistent with the Company's other foreign subsidiaries, and no provision for deferred U.S. income tax was recorded.

e)Transaction and Acquisition-Related Costs. The following table summarizes transaction and acquisition-related costs incurred by the Company in connection with the acquisition, all of which were included in underwriting, acquisition and insurance expenses in the consolidated statements of income and comprehensive income.

40



(dollars in thousands)
Year Ended
December 31, 2013
Transaction costs$15,981
Acquisition-related costs: 
Severance costs31,734
Stay bonuses14,804
Acceleration of Alterra long-term incentive compensation awards and restricted stock awards12,621
Total transaction and acquisition-related costs$75,140

Transaction costs primarily consist of due diligence, legal and investment banking costs. Per the terms of the Merger Agreement, transaction costs attributable to Alterra were recorded and paid by Alterra prior to the Acquisition Date ($23.0 million) and are not included within the Company's consolidated statements of income and comprehensive income.

In connection with the acquisition, Alterra instituted a retention plan for certain employees under which Alterra committed to the payment of stay bonuses to such employees one year from the Acquisition Date, provided they remain employed with the Company through that date. Payments may have been accelerated for certain qualifying employment terminations.

Prior to its acquisition by the Company, Alterra granted long term incentive awards to certain employees to be paid in the form of cash on March 1, 2016, provided they remain employed with the Company on that date. Payments may be accelerated prior to March 1, 2016 for certain qualifying employment terminations. Additionally, as part of the purchase consideration, the Company issued replacement restricted stock awards to holders of Alterra restricted stock awards. As a result of separations made in connection with the acquisition, the Company recognized expense totaling $12.6 million related to the acceleration of certain of these awards during the year ended December 31, 2013.

f)Financial Results. The following table summarizes the results of Alterra from the Acquisition Date through December 31, 2013 that have been included within the Company's consolidated statements of income and comprehensive income.

(dollars in thousands)
Year Ended
 December 31, 2013
Operating revenues$912,387
Net loss to shareholders$(93,074)

g)Supplemental Pro Forma Information (unaudited). Alterra's results have been included in the Company's Consolidated Financial Statements from the Acquisition Date to December 31, 2014. The following table presents unaudited pro forma consolidated information for the years ended December 31, 2013 and 2012 and assumes the Company's acquisition of Alterra occurred on January 1, 2012. The pro forma financial information is presented for informational purposes only and does not necessarily reflect the results that would have occurred had the acquisition taken place on January 1, 2012, nor is it necessarily indicative of future results. Significant adjustments used to determine pro forma results include amortization of intangible assets and amortization of fair value adjustments discussed in c) above, and the corresponding income tax effects. The Company also excluded certain charges from the pro forma results, including transaction costs incurred by the Company ($16.0 million) and Alterra ($23.0 million) totaling $39.0 million for the year ended December 31, 2013, severance costs attributable to the acquisition totaling $31.7 million for the year ended December 31, 2013, and stay bonuses of $14.8 million for the year ended December 31, 2013. The acceleration of compensation expense during the year ended December 31, 2013 related to Alterra's long-term incentive compensation awards and restricted stock awards was attributable to the acquisition; however, the incremental expense recognized during the period only represents a timing difference in the recognition of expense. Therefore, it was not excluded from the pro forma underwriting results.


41


 Unaudited
 Consolidated Pro Forma
 Years Ended December 31,
(in thousands, except per share amounts)2013 2012
Earned premiums$3,680,220
 $3,509,834
Operating revenues4,899,628
 4,561,107
Net income to shareholders422,829
 308,496
    
U.S. GAAP combined ratio (1)
95% 99%
    
Basic net income per share$30.33
 $21.79
Diluted net income per share$30.19
 $21.71
    
Weighted average common shares outstanding:   
Basic14,007
 14,014
Diluted14,069
 14,065
(1)
The U.S. GAAP combined ratio is a measure of underwriting performance and represents the relationship of incurred losses, loss adjustment expenses and underwriting, acquisition and insurance expenses to earned premiums.

Acquisition of Abbey Protection

On January 17, 2014, the Company completed its acquisition of 100% of the share capital of Abbey Protection plc (Abbey), an integrated specialty insurance and consultancy group headquartered in London. Abbey's business is focused on the underwriting and sale of insurance products to small and medium-sized enterprises and affinity groups in the United Kingdom providing protection against legal expenses and professional fees incurred as a result of legal actions or investigations by tax authorities, as well as providing a range of complementary legal and professional consulting services. Results attributable to Abbey's insurance operations are included in the International Insurance segment. Results attributable to Abbey's consultancy operations are reported with the Company's non-insurance operations, which are not included in a reportable segment.

Total consideration for this acquisition was $190.7 million, all of which was cash consideration. The purchase price was allocated to the acquired assets and liabilities based on estimated fair values on January 17, 2014. The Company recognized goodwill of $65.8 million, of which $43.0 million was allocated to the International Insurance segment and $22.8 million was allocated to the Company's non-insurance operations. None of the goodwill recognized is expected to be deductible for income tax purposes. The goodwill is primarily attributable to Abbey's assembled workforce and synergies that are expected to result upon integration of Abbey into the Company's insurance operations. The Company also recognized other intangible assets of $113.4 million, including $103.5 million of customer relationships and $9.9 million of trade names. These intangible assets are expected to be amortized over 20 years and 14 years, respectively.

Acquisition of Essentia

Effective January 1, 2013, the Company completed its acquisition of 100% of the outstanding shares of Essentia Insurance Company, a company that underwrites insurance exclusively for Hagerty Insurance Agency and Hagerty Classic Marine Insurance Agency (collectively, Hagerty) throughout the United States. Hagerty offers insurance for classic cars, vintage boats, motorcycles and related automotive collectibles. The Company recognized intangible assets of $35.4 million associated with this acquisition, which includes $25.0 million of customer relationships to be amortized over a weighted average period of six years. Results attributable to this acquisition are included in the U.S. Insurance segment.

Effective January 1, 2014, Hagerty exercised its option to purchase 9.9% of the outstanding shares of Essentia, which reduced the Company's ownership interest in Essentia to 90.1%.


42


Markel Ventures Acquisitions

In July 2014,August 2017, the Company acquired 100%81% of Costa Farms, a Florida-based privately held grower of house and garden plants. Under the terms of the outstanding sharesacquisition agreement, the Company has the option to acquire the remaining equity interests and the remaining equity interests have the option to sell their interests to the Company in the future. The redemption value of Cottrell, Inc. (Cottrell), a privately held company headquarteredthe remaining equity interests is generally based on Costa Farm's earnings in Gainesville, Georgia. Cottrell is a leading manufacturer of over-the-road car hauler equipment and related car hauler parts. In June and August 2014, ParkLand Ventures also completedspecified periods preceding the acquisition of several manufactured housing communities.redemption date. Total consideration for these non-insurance acquisitionsthe purchase was $187.0$417.2 million, which primarily consistedincluded cash consideration of cash consideration.$387.9 million. Total consideration also includes the estimated fair value of contingent consideration we expectthe Company expects to pay based on Cottrell'sCosta Farms' earnings, as defined in the stock purchase agreement, in 2014annually through 2021. The purchase price was allocated to the acquired assets and 2015.liabilities of Costa Farms based on estimated fair values at the acquisition date. The Company recognized goodwill of $38.7$186.2 million, relatedwhich is primarily attributable to these acquisitions, theexpected future earnings and cash flow potential of Costa Farms. The majority of which we expectthe goodwill recognized is expected to amortizebe deductible for income tax purposes. The Company also recognized other intangible assets of $78.7$192.0 million, including $53.7which includes $161.0 million of customer relationships and $13.0$31.0 million of trade names, which are expected to be amortized over a weighted average period of 17 years and 10nine years, respectively. The Company also recognized redeemable non-controlling interests of $66.6 million. Results attributable to these acquisitionsthis acquisition are included with the Company's non-insuranceother operations, which are not included in a reportable segment.

In December 2015, the Company acquired 80% of the outstanding shares of CapTech Ventures, Inc. (CapTech), a privately held company headquartered in Richmond, Virginia. CapTech is a management and IT consulting firm, providing services and solutions to a wide array of customers. Under the terms of the acquisition agreement for CapTech, the Company has the option to acquire the remaining equity interests and the remaining equity interests have the option to sell their interests to the Company in the future. The redemption value of the remaining equity interests is generally based on CapTech's earnings in specified periods preceding the redemption date.

Total consideration for the CapTech acquisition was $60.6 million. Total consideration included the estimated fair value of contingent consideration we expected to pay based on CapTech's earnings, as defined in the stock purchase agreement, through 2018. The purchase price was preliminarily allocated to the acquired assets and liabilities based on the estimated fair values at the acquisition date. During 2016, the Company completed the process of determining the fair value of the assets and liabilities acquired with CapTech. There were no material adjustments to the provisional estimates recorded as of December 31, 2015. The Company recognized goodwill of $50.6 million related to this acquisition, none of which is expected to be deductible for income tax purposes. The Company also recognized other intangible assets of $49.2 million, primarily related to customer relationships, and redeemable noncontrolling interests of $13.8 million. These intangible assets are expected to be amortized over a weighted average period of 14 years. Results attributable to this acquisition are included with the Company's other operations, which are not included in a reportable segment.

CATCo Investment Management Acquisition

In December 2015, the Company completed the acquisition of substantially all of the assets of CATCo Investment Management Ltd. (CATCo IM) and CATCo-Re Ltd. CATCo IM was a leading insurance-linked securities investment fund manager and reinsurance manager headquartered in Bermuda focused on building and managing highly diversified, collateralized retrocession and reinsurance portfolios covering global property catastrophe risks. Results attributable to Markel CATCo Investment Management Ltd. (MCIM), the wholly owned subsidiary formed in conjunction with this transaction, are included with the Company's other operations, which are not included in a reportable segment.

Total consideration for the acquisition was $205.7 million, all of which was cash. The purchase price was allocated to the acquired assets and liabilities based on estimated fair values at the acquisition date. The Company recognized goodwill of $91.9 million, all of which is expected to be deductible for income tax purposes. The goodwill is primarily attributable to the Company's ability to achieve continued capital growth in excess of that which can be expected for the investment funds previously managed by CATCo IM. The Company also recognized other intangible assets of $113.0 million, primarily related to its investment management agreements. These intangible assets are expected to be amortized over a weighted average period of 14 years.



43

TableIn connection with the acquisition, the Company instituted performance incentive and retention arrangements for former CATCo employees, whom are now employed by MCIM. Pursuant to these agreements, the Company committed to the payment of Contentsperformance bonuses derived from the results of the business in 2016 through 2018 and retention bonuses that will be paid annually over the three year period following the acquisition. The total amount expected to be paid is currently estimated to be $122 million, of which $38.1 million and $33.2 million was recognized as compensation expense for the years ended December 31, 2017 and 2016, respectively. The balance will be recognized in the consolidated financial statements as post-acquisition compensation expense over the remaining performance period and as services are provided.


3. Investments

a)The following tables summarize the Company's available-for-sale investments. Commercial and residential mortgage-backed securities include securities issued by U.S. government-sponsored enterprises and U.S. government agencies.

December 31, 2014December 31, 2017
(dollars in thousands)
Amortized
Cost
 
Gross
Unrealized
Holding
Gains
 
Gross
Unrealized
Holding
Losses
 
Unrealized Other-
Than-Temporary
Impairment Losses
 
Estimated
Fair
Value
Amortized
Cost
 
Gross
Unrealized
Holding
Gains
 
Gross
Unrealized
Holding
Losses
 
Unrealized Other-
Than-Temporary
Impairment Losses
 
Estimated
Fair
Value
Fixed maturities:                  
U.S. Treasury securities and obligations of U.S. government agencies$662,462
 $12,963
 $(2,163) $
 $673,262
U.S. Treasury securities$162,378
 $54
 $(1,819) $
 $160,613
U.S. government-sponsored enterprises352,455
 11,883
 (818) 
 363,520
Obligations of states, municipalities and political subdivisions4,075,748
 245,158
 (3,359) 
 4,317,547
4,381,358
 193,120
 (7,916) 
 4,566,562
Foreign governments1,458,255
 154,707
 (1,041) 
 1,611,921
1,341,628
 150,010
 (2,410) 
 1,489,228
Commercial mortgage-backed securities427,904
 5,325
 (2,602) 
 430,627
1,244,777
 6,108
 (16,559) 
 1,234,326
Residential mortgage-backed securities954,263
 34,324
 (3,482) (2,258) 982,847
846,916
 14,115
 (4,863) 
 856,168
Asset-backed securities100,073
 99
 (682) 
 99,490
34,942
 8
 (222) 
 34,728
Corporate bonds2,250,432
 69,016
 (10,441) (1,819) 2,307,188
1,186,699
 51,563
 (2,737) 
 1,235,525
Total fixed maturities9,929,137
 521,592
 (23,770) (4,077) 10,422,882
9,551,153
 426,861
 (37,344) 
 9,940,670
Equity securities:                  
Insurance, banks and other financial institutions523,739
 789,717
 (1,531) 
 1,311,925
899,324
 1,209,162
 (5,453) 
 2,103,033
Industrial, consumer and all other1,427,919
 1,403,566
 (5,834) 
 2,825,651
1,768,337
 2,110,959
 (14,482) 
 3,864,814
Total equity securities1,951,658
 2,193,283
 (7,365) 
 4,137,576
2,667,661
 3,320,121
 (19,935) 
 5,967,847
Short-term investments1,594,819
 36
 (6) 
 1,594,849
2,161,017
 26
 (69) 
 2,160,974
Investments, available-for-sale$13,475,614
 $2,714,911
 $(31,141) $(4,077) $16,155,307
$14,379,831
 $3,747,008
 $(57,348) $
 $18,069,491
                  
December 31, 2013December 31, 2016
(dollars in thousands)
Amortized
Cost
 
Gross
Unrealized
Holding
Gains
 
Gross
Unrealized
Holding
Losses
 
Unrealized Other-
Than-Temporary
Impairment Losses
 
Estimated
Fair
Value
Amortized
Cost
 
Gross
Unrealized
Holding
Gains
 
Gross
Unrealized
Holding
Losses
 
Unrealized Other-
Than-Temporary
Impairment Losses
 
Estimated
Fair
Value
Fixed maturities:                  
U.S. Treasury securities and obligations of U.S. government agencies$1,215,522
 $9,051
 $(30,342) $
 $1,194,231
U.S. Treasury securities$259,379
 $99
 $(894) $
 $258,584
U.S. government-sponsored enterprises418,457
 9,083
 (4,328) 
 423,212
Obligations of states, municipalities and political subdivisions2,986,758
 116,341
 (27,384) 
 3,075,715
4,324,332
 145,678
 (41,805) 
 4,428,205
Foreign governments1,484,818
 30,647
 (54,411) 
 1,461,054
1,306,324
 159,291
 (2,153) 
 1,463,462
Commercial mortgage-backed securities379,555
 62
 (11,796) 
 367,821
1,055,947
 3,953
 (19,544) 
 1,040,356
Residential mortgage-backed securities875,902
 13,046
 (16,442) (2,258) 870,248
779,503
 18,749
 (5,048) (2,258) 790,946
Asset-backed securities189,646
 257
 (1,614) 
 188,289
27,494
 2
 (158) 
 27,338
Corporate bonds2,996,940
 54,777
 (61,650) (4,889) 2,985,178
1,420,298
 49,146
 (9,364) (673) 1,459,407
Total fixed maturities10,129,141
 224,181
 (203,639) (7,147) 10,142,536
9,591,734
 386,001
 (83,294) (2,931) 9,891,510
Equity securities:                  
Insurance, banks and other financial institutions422,975
 592,112
 (4) 
 1,015,083
846,343
 857,063
 (5,596) 
 1,697,810
Industrial, consumer and all other1,143,578
 1,094,251
 (1,114) 
 2,236,715
1,635,105
 1,421,080
 (8,154) 
 3,048,031
Total equity securities1,566,553
 1,686,363
 (1,118) 
 3,251,798
2,481,448
 2,278,143
 (13,750) 
 4,745,841
Short-term investments1,452,270
 18
 
 
 1,452,288
2,336,100
 57
 (6) 
 2,336,151
Investments, available-for-sale$13,147,964
 $1,910,562
 $(204,757) $(7,147) $14,846,622
$14,409,282
 $2,664,201
 $(97,050) $(2,931) $16,973,502

44



b)The following tables summarize gross unrealized investment losses by the length of time that securities have continuously been in an unrealized loss position.

December 31, 2014December 31, 2017
Less than 12 months 12 months or longer TotalLess than 12 months 12 months or longer Total
(dollars in thousands)
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
 
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
 
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
 
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
 
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
Fixed maturities:                      
U.S. Treasury securities and obligations of U.S. government agencies$108,250
 $(62) $163,359
 $(2,101) $271,609
 $(2,163)
U.S. Treasury securities$78,756
 $(659) $78,298
 $(1,160) $157,054
 $(1,819)
U.S. government-sponsored enterprises11,593
 (79) 89,194
 (739) 100,787
 (818)
Obligations of states, municipalities and political subdivisions58,583
 (542) 92,441
 (2,817) 151,024
 (3,359)80,654
 (789) 404,814
 (7,127) 485,468
 (7,916)
Foreign governments18,856
 (386) 56,217
 (655) 75,073
 (1,041)31,752
 (452) 63,406
 (1,958) 95,158
 (2,410)
Commercial mortgage-backed securities45,931
 (210) 147,558
 (2,392) 193,489
 (2,602)253,936
 (1,980) 481,216
 (14,579) 735,152
 (16,559)
Residential mortgage-backed securities9,613
 (2,285) 207,374
 (3,455) 216,987
 (5,740)157,508
 (1,345) 148,960
 (3,518) 306,468
 (4,863)
Asset-backed securities30,448
 (20) 45,160
 (662) 75,608
 (682)14,263
 (123) 15,165
 (99) 29,428
 (222)
Corporate bonds141,176
 (2,263) 621,821
 (9,997) 762,997
 (12,260)149,345
 (863) 187,754
 (1,874) 337,099
 (2,737)
Total fixed maturities412,857
 (5,768) 1,333,930
 (22,079) 1,746,787
 (27,847)777,807
 (6,290) 1,468,807
 (31,054) 2,246,614
 (37,344)
Equity securities:                      
Insurance, banks and other financial institutions16,219
 (1,531) 
 
 16,219
 (1,531)60,848
 (4,843) 1,291
 (610) 62,139
 (5,453)
Industrial, consumer and all other86,062
 (5,834) 
 
 86,062
 (5,834)78,552
 (11,798) 11,243
 (2,684) 89,795
 (14,482)
Total equity securities102,281
 (7,365) 
 
 102,281
 (7,365)139,400
 (16,641) 12,534
 (3,294) 151,934
 (19,935)
Short-term investments181,964
 (6) 
 
 181,964
 (6)369,104
 (69) 
 
 369,104
 (69)
Total$697,102
 $(13,139) $1,333,930
 $(22,079) $2,031,032
 $(35,218)$1,286,311
 $(23,000) $1,481,341
 $(34,348) $2,767,652
 $(57,348)

At December 31, 2014,2017, the Company held 552739 securities with a total estimated fair value of $2.0$2.8 billion and gross unrealized losses of $35.2$57.3 million. Of these 552739 securities, 396272 securities had been in a continuous unrealized loss position for one year or longer and had a total estimated fair value of $1.3$1.5 billion and gross unrealized losses of $22.1$34.3 million. All 396Of these securities, 258 securities were fixed maturities of which 391 represent securities acquired in the Alterra transaction, for which a new amortized cost was established at fair value as of the Acquisition Date.and 14 were equity securities. The Company does not intend to sell or believe it will be required to sell these fixed maturities before recovery of their amortized cost. The Company has the ability and intent to hold these equity securities for a period of time sufficient to allow for the anticipated recovery of their fair value.


45


December 31, 2013December 31, 2016
Less than 12 months 12 months or longer TotalLess than 12 months 12 months or longer Total
(dollars in thousands)
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
 
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
 
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
 
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
 
Estimated
Fair
Value
 
Gross 
Unrealized
Holding and 
Other-Than-
Temporary
Impairment
Losses
Fixed maturities:                      
U.S. Treasury securities and obligations of U.S. government agencies$587,929
 $(30,342) $
 $
 $587,929
 $(30,342)
U.S. Treasury securities$122,950
 $(894) $
 $
 $122,950
 $(894)
U.S. government-sponsored enterprises220,333
 (4,324) 7,618
 (4) 227,951
 (4,328)
Obligations of states, municipalities and political subdivisions513,608
 (27,238) 3,512
 (146) 517,120
 (27,384)1,004,947
 (37,685) 31,723
 (4,120) 1,036,670
 (41,805)
Foreign governments950,040
 (54,411) 
 
 950,040
 (54,411)68,887
 (2,145) 5,005
 (8) 73,892
 (2,153)
Commercial mortgage-backed securities357,737
 (11,796) 
 
 357,737
 (11,796)749,889
 (19,091) 29,988
 (453) 779,877
 (19,544)
Residential mortgage-backed securities437,675
 (18,700) 
 
 437,675
 (18,700)181,557
 (4,987) 79,936
 (2,319) 261,493
 (7,306)
Asset-backed securities142,011
 (1,614) 
 
 142,011
 (1,614)14,501
 (106) 5,869
 (52) 20,370
 (158)
Corporate bonds1,817,737
 (66,539) 
 
 1,817,737
 (66,539)494,573
 (8,357) 93,790
 (1,680) 588,363
 (10,037)
Total fixed maturities4,806,737
 (210,640) 3,512
 (146) 4,810,249
 (210,786)2,857,637
 (77,589) 253,929
 (8,636) 3,111,566
 (86,225)
Equity securities:                      
Insurance, banks and other financial institutions144
 (4) 
 
 144
 (4)8,808
 (410) 37,973
 (5,186) 46,781
 (5,596)
Industrial, consumer and all other20,943
 (714) 27,735
 (400) 48,678
 (1,114)98,406
 (4,772) 29,650
 (3,382) 128,056
 (8,154)
Total equity securities21,087
 (718) 27,735
 (400) 48,822
 (1,118)107,214
 (5,182) 67,623
 (8,568) 174,837
 (13,750)
Short-term investments504,211
 (6) 
 
 504,211
 (6)
Total$4,827,824
 $(211,358) $31,247
 $(546) $4,859,071
 $(211,904)$3,469,062
 $(82,777) $321,552
 $(17,204) $3,790,614
 $(99,981)

At December 31, 20132016, the Company held 1,364654 securities with a total estimated fair value of $4.93.8 billion and gross unrealized losses of $211.9100.0 million. Of these 1,364654 securities, nine109 securities had been in a continuous unrealized loss position for one year or longer and had a total estimated fair value of $31.2321.6 million and gross unrealized losses of $0.517.2 million. Of these securities, eight93 securities were fixed maturities and one was an16 were equity security.securities.

The Company completes a detailed analysis each quarter to assess whether the decline in the fair value of any investment below its cost basis is deemed other-than-temporary. All securities with unrealized losses are reviewed. The Company considers many factors in completing its quarterly review of securities with unrealized losses for other-than-temporary impairment, including the length of time and the extent to which fair value has been below cost and the financial condition and near-term prospects of the issuer. For equity securities, the ability and intent to hold the security for a period of time sufficient to allow for anticipated recovery is considered. For fixed maturities, the Company considers whether it intends to sell the security or if it is more likely than not that it will be required to sell the security before recovery, the implied yield-to-maturity, the credit quality of the issuer and the ability to recover all amounts outstanding when contractually due.


For equity securities, a decline in fair value that is considered to be other-than-temporary is recognized in net income based on the fair value of the security at the time of assessment, resulting in a new cost basis for the security. For fixed maturities where the Company intends to sell the security or it is more likely than not that the Company will be required to sell the security before recovery of its amortized cost, a decline in fair value is considered to be other-than-temporary and is recognized in net income based on the fair value of the security at the time of assessment, resulting in a new cost basis for the security. If the decline in fair value of a fixed maturity below its amortized cost is considered to be other-than-temporary based upon other considerations, the Company compares the estimated present value of the cash flows expected to be collected to the amortized cost of the security. The extent to which the estimated present value of the cash flows expected to be collected is less than the amortized cost of the security represents the credit-related portion of the other-than-temporary impairment, which is recognized in net income, resulting in a new cost basis for the security. Any remaining decline in fair value represents the non-credit portion of the other-than-temporary impairment, which is recognized in other comprehensive income.income (loss). The discount rate used to calculate the estimated present value of the cash flows expected to be collected is the effective interest rate implicit for the security at the date of purchase.

46



When assessing whether it intends to sell a fixed maturity or if it is likely to be required to sell a fixed maturity before recovery of its amortized cost, the Company evaluates facts and circumstances including decisions to reposition the investment portfolio, potential sales of investments to meet cash flow needs and, ultimately, current market prices.

c)The amortized cost and estimated fair value of fixed maturities at December 31, 20142017 are shown below by contractual maturity.

(dollars in thousands)
Amortized
Cost
 
Estimated
Fair Value
Amortized
Cost
 
Estimated
Fair Value
Due in one year or less$747,997
 $752,715
$288,292
 $289,171
Due after one year through five years2,007,798
 2,059,192
1,297,635
 1,334,823
Due after five years through ten years2,026,628
 2,142,582
1,671,171
 1,744,280
Due after ten years3,664,474
 3,955,429
4,167,420
 4,447,174
8,446,897
 8,909,918
7,424,518
 7,815,448
Commercial mortgage-backed securities427,904
 430,627
1,244,777
 1,234,326
Residential mortgage-backed securities954,263
 982,847
846,916
 856,168
Asset-backed securities100,073
 99,490
34,942
 34,728
Total fixed maturities$9,929,137
 $10,422,882
$9,551,153
 $9,940,670

Expected maturities may differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties, and the lenders may have the right to put the securities back to the borrower. Based on expected maturities, the estimated average duration of fixed maturities at December 31, 2017 was 5.86.5 years.

d)The following table presents the components of net investment income.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Interest:          
Municipal bonds (tax-exempt)$98,262
 $82,308
 $90,316
$87,768
 $88,654
 $93,580
Municipal bonds (taxable)49,345
 28,041
 22,663
70,771
 65,749
 57,550
Other taxable bonds152,789
 134,377
 107,270
145,085
 144,752
 138,763
Short-term investments, including overnight deposits5,959
 3,573
 2,755
26,772
 11,177
 5,223
Dividends on equity securities65,031
 48,641
 50,416
82,096
 70,577
 74,705
Change in fair value of credit default swap2,230
 10,460
 16,641
Income from equity method investments4,766
 21,898
 1,961
Income (loss) from equity method investments11,076
 6,852
 (262)
Other108
 355
 (41)(828) 2,676
 651
378,490
 329,653
 291,981
422,740
 390,437
 370,210
Investment expenses(15,260) (12,280) (9,874)(17,031) (17,207) (16,997)
Net investment income$363,230
 $317,373
 $282,107
$405,709
 $373,230
 $353,213

e)Cumulative credit losses recognized in net income on fixed maturities where other-than-temporary impairment was identified and a portion of the other-than-temporary impairment was included in other comprehensive income (loss) were $12.7$10.7 million at December 31, 20142015 and 2013 and $21.4 million2016. There were no such losses included at December 31, 2012.2017.


47



f)The following table presents net realized investment gains (losses) and the change in net unrealized gains on investments.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Realized gains:          
Sales of fixed maturities$8,417
 $13,772
 $18,337
$5,525
 $5,160
 $3,073
Sales of equity securities51,356
 73,592
 29,578
40,113
 70,177
 156,987
Other15,205
 5,940
 749
6,644
 1,415
 8,103
Total realized gains74,978
 93,304
 48,664
52,282
 76,752
 168,163
Realized losses:          
Sales of fixed maturities(18,136) (25,168) (563)(1,983) (704) (4,598)
Sales of equity securities(802) (278) (342)(1,830) (6,988) (1,232)
Other-than-temporary impairments(4,784) (4,706) (12,078)(7,589) (18,355) (44,481)
Other(5,256) 
 (4,088)(1,295) (2,349) (486)
Total realized losses(28,978) (30,152) (17,071)(12,697) (28,396) (50,797)
Net realized investment gains$46,000
 $63,152
 $31,593
Change in net unrealized gains on investments:     
Gains (losses) on securities measured at fair value through net income(44,888) 16,791
 (10,886)
Net realized investment gains (losses)$(5,303) $65,147
 $106,480
Change in net unrealized gains on investments included in other comprehensive income (loss):     
Fixed maturities$480,350
 $(403,610) $51,783
$89,741
 $(56,534) $(137,435)
Equity securities500,673
 665,599
 302,013
1,035,793
 398,752
 (320,277)
Short-term investments12
 6
 12
(94) (107) 128
Net increase$981,035
 $261,995
 $353,808
Net increase (decrease)$1,125,440
 $342,111
 $(457,584)

Other-than-temporaryg)The following table presents other-than-temporary impairment losses recognized in net income and included in net realized investment gains included losses attributable to equity securities totaling $4.5 million, $2.8 million and $12.1 million for the years ended December 31, 2014, 2013 and 2012, respectively. Other-than-temporary impairment losses recognized in net income and included in net realized(losses) by investment gains included losses attributable to fixed maturities totaling $0.3 million and $1.9 million for the years ended December 31, 2014 and 2013, respectively.type.

 Years Ended December 31,
(dollars in thousands)2017 2016 2015
Fixed maturities:     
Corporate bonds$(328) $
 $
Total fixed maturities(328) 
 
Equity securities:     
Insurance, banks and other financial institutions(604) (7,586) (9,835)
Industrial, consumer and all other(6,657) (10,769) (34,646)
Total equity securities(7,261) (18,355) (44,481)
Total$(7,589) $(18,355) $(44,481)

g)h)The following table presents the components of restricted assets.

December 31,December 31,
(dollars in thousands)2014 20132017 2016
Restricted assets held in trust or on deposit to support underwriting activities$4,961,061
 $5,161,871
$4,624,998
 $4,059,336
Investments and cash and cash equivalents pledged as security for letters of credit635,340
 695,072
349,462
 355,616
Investments and cash pledged as collateral for credit default swap
 33,430
Cash held in escrow for Abbey acquisition
 199,006
Total$5,596,401
 $6,089,379
$4,974,460
 $4,414,952

Total restricted assets are included on the Company's consolidated balance sheets as follows.

December 31,December 31,
(dollars in thousands)2014 20132017 2016
Investments, available-for-sale$5,040,413
 $5,225,701
$4,672,073
 $4,068,535
Restricted cash and cash equivalents522,225
 786,926
302,387
 346,417
Other assets33,763
 76,752
Total$5,596,401
 $6,089,379
$4,974,460
 $4,414,952


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Table of Contents

h)i)At December 31, 20142017 and December 31, 2013,2016, investments in securities issued by the U.S. Treasury, securities and obligations of U.S. government agencies and U.S. government-sponsored enterprises were the only investments in any one issuer that exceeded 10% of shareholders' equity.

At December 31, 2014,2017, the Company's ten largest equity holdings represented $1.9$2.5 billion, or 45%41%, of the equity portfolio. Investments in the property and casualty insurance industry represented $756.3 million,$1.1 billion, or 18%19%, of the equity portfolio at December 31, 2014.2017. Investments in the property and casualty insurance industry included a $470.7$623.8 million investment in the common stock of Berkshire Hathaway Inc.


4. Receivables

The following table presents the components of receivables.

December 31,December 31,
(dollars in thousands)2014 20132017 2016
Amounts receivable from agents, brokers and insureds$1,031,519
 $1,058,021
$1,281,366
 $1,102,538
Trade accounts receivable97,225
 85,203
181,666
 123,341
Insurance proceeds receivable39,196
 
Program services fees receivable22,767
 
Employee stock loans receivable (see note 12(c))15,044
 12,822
18,499
 20,171
Investment management and performance fees receivable5,796
 38,735
Other8,601
 5,420
31,938
 10,122
1,152,389
 1,161,466
1,581,228
 1,294,907
Allowance for doubtful receivables(17,172) (19,693)(13,775) (11,910)
Receivables$1,135,217
 $1,141,773
$1,567,453
 $1,282,997


49

Table of Contents

5. Deferred Policy Acquisition Costs

The following table presents the amounts of policy acquisition costs deferred and amortized.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Balance, beginning of year$260,967
 $157,465
 $194,674
$392,410
 $352,756
 $353,410
Policy acquisition costs deferred754,303
 577,620
 390,360
964,755
 823,840
 752,324
Amortization of policy acquisition costs(654,916) (471,915) (428,109)(894,353) (782,221) (744,964)
Foreign currency movements(6,944) (2,203) 540
2,757
 (1,965) (8,014)
Deferred policy acquisition costs$353,410
 $260,967
 $157,465
$465,569
 $392,410
 $352,756

The following table presents the components of underwriting, acquisition and insurance expenses.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Transaction costs and other acquisition-related expenses (1)
$
 $75,140
 $
Prospective adoption of FASB ASU No. 2010-26 (2)

 
 43,093
Other amortization of policy acquisition costs654,916
 471,915
 385,016
Amortization of policy acquisition costs$894,353
 $782,221
 $744,964
Other operating expenses805,966
 765,257
 501,363
693,061
 716,369
 710,116
Underwriting, acquisition and insurance expenses$1,460,882
 $1,312,312
 $929,472
$1,587,414
 $1,498,590
 $1,455,080
(1)
In connection with the acquisition of Alterra, the Company incurred transaction costs of $16.0 million for the year ended December 31, 2013, which primarily consist of due diligence, legal and investment banking costs. Additionally, the Company incurred severance costs of $31.7 million, stay bonuses of $14.8 million and other compensation costs totaling $12.6 million related to the acceleration of certain long-term incentive compensation awards and restricted stock awards that were granted by Alterra prior to the acquisition.
(2)
Effective January 1, 2012, the Company prospectively adopted FASB ASU No. 2010-26, Accounting for Costs Associated with Acquiring or Renewing Insurance Contracts. At December 31, 2011, deferred policy acquisition costs included $43.1 million of costs that no longer met the criteria for deferral as of January 1, 2012 and were recognized into income during 2012, consistent with policy terms.


6. Property and Equipment

The following table presents the components of property and equipment, which are included in other assets on the consolidated balance sheets.

December 31,December 31,
(dollars in thousands)2014 20132017 2016
Land$56,848
 $48,036
$66,885
 $56,783
Buildings78,786
 59,307
119,729
 76,159
Leasehold improvements98,098
 68,363
98,246
 95,898
Land improvements70,596
 57,673
89,444
 74,040
Furniture and equipment255,566
 217,528
341,450
 301,146
Other116,884
 104,690
196,465
 162,385
676,778
 555,597
912,219
 766,411
Accumulated depreciation and amortization(255,388) (207,688)(410,602) (354,009)
Property and equipment$421,390
 $347,909
$501,617
 $412,402

Depreciation and amortization expense of property and equipment was $51.2$71.6 million, $51.5$64.8 million and $36.064.2 million for the years ended December 31, 20142017, 20132016 and 20122015, respectively.


50

Table of Contents

The Company does not own any individually material properties. The Company leases substantially all of the facilities used by its insurance operations and certain furniture and equipment under operating leases. The Company leases offices for the U.S. Insurance segment in Glen Allen, Virginia and in 2534 other locations; the Company leases offices for the International Insurance segment in London, England Hamilton, Bermuda and 35in 30 other locations; and the Company leases offices for the Reinsurance segment primarily in Summit, New Jersey and Hamilton, Bermuda. The Company's Markel Ventures operations own certain of their office, clinic, manufacturing, warehouse and distribution facilities and lease others. The Company believes these facilities are suitable and adequate for the Company’s insurance and non-insuranceCompany's operations.
 
7. Goodwill and Intangible Assets

The following table presents the components of goodwill. As described in note 19, effective January 1, 2014, the Company redefined its segments. As a result, goodwill was reallocated as of December 31, 2012 using a relative fair value allocation approach. The following table presents the components of goodwill by reportable segment.

(dollars in thousands)U.S. Insurance International Insurance Reinsurance 
Other(1)
 TotalU.S. Insurance International Insurance Reinsurance 
Other(1)
 Total
January 1, 2013$172,824
 $309,662
 $
 $192,444
 $674,930
January 1, 2016$280,579
 $397,993
 $122,745
 $366,527
 $1,167,844
Impairment loss
 
 
 (18,723) (18,723)
Foreign currency movements and other adjustments
 (5,809) 
 (1,064) (6,873)
December 31, 2016 (2)
$280,579
 $392,184
 $122,745
 $346,740
 $1,142,248
Acquisitions (see note 2)107,755
 65,190
 122,745
 1,185
 296,875
93,123
 
 
 533,612
 626,735
Foreign currency movements and other adjustments
 (2,088) 
 (2,000) (4,088)
 5,935
 
 2,546
 8,481
December 31, 2013$280,579
 $372,764
 $122,745
 $191,629
 $967,717
Acquisitions (see note 2)
 42,989
 
 61,539
 104,528
Impairment loss
 
 
 (13,737) (13,737)
Foreign currency movements and other adjustments
 (7,570) 
 (1,823) (9,393)
December 31, 2014 (2)
$280,579
 $408,183
 $122,745
 $237,608
 $1,049,115
December 31, 2017 (2)
$373,702
 $398,119
 $122,745
 $882,898
 $1,777,464
(1) 
Amounts included in Other above are related to the Company's non-insuranceother operations, which are not included in a reportable segment.
(2) 
Goodwill is net of accumulated impairment losses of $13.7$47.3 million as of December 31, 2017 and 2016, included in Other.

Goodwill and indefinite-lived intangible assets are tested for impairment at least annually. The Company completes an annual test during the fourth quarter of each year based upon the results of operations through September 30. As part of our annualThere were no impairment test,losses recognized during 2017.


During the fourth quarter of 2014,2016, the Company recorded a non-cash goodwill impairment charge of $13.7$18.7 million to other expenses for one of the Markel Ventures industrial manufacturing reporting units, to reduce the carrying value of the Diamond Healthcare reporting unit'sits goodwill to its implied fair value. Diamond Healthcare's operations consist of the planning, development and operation of behavioral health servicesUnfavorable market conditions, specifically declining oil prices from late 2014 through 2016 resulted in partnership with healthcare organizations, and are reported in our non-insurance operations. The Company determined the goodwill for the reporting unit was impaired as a result of lower than expected earnings and lower estimated future earnings.over a similar time period. The reporting unit's earnings are generally tied to infrastructure spending across global markets, a significant portion of which are influenced by the price of oil. To determine the value of the impairment loss, the Company estimated the fair value of the reporting unit primarily using an income approach based on a discounted cash flow model. While these cash flow projections yield positive cash flows and earnings in the long-term, they were insufficient to support the current carrying value of the reporting unit due to the unfavorable impact of current market conditions and recent trends on the Company's shorter-term projections. Following the impairment charge in 2016, the carrying value of the reporting unit's goodwill is zero.

There were no impairment losses recognized during 2013 or 2012.


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Table of Contents

The following table presents the components of intangible assets with a net carrying amount.

December 31,December 31,
2014 20132017 2016
(dollars in thousands)
Gross
Carrying
Amount
 
Accumulated
Amortization
 
Gross
Carrying
Amount
 
Accumulated
Amortization
Gross
Carrying
Amount
 
Accumulated
Amortization
 
Gross
Carrying
Amount
 
Accumulated
Amortization
Customer relationships$452,157
 $(69,483) $298,886
 $(43,286)$938,536
 $(156,725) $460,327
 $(119,376)
Broker relationships175,681
 (34,827) 178,693
 (23,255)183,514
 (68,273) 183,092
 (56,888)
Trade names94,795
 (17,673) 65,880
 (12,666)163,736
 (39,057) 100,966
 (29,745)
Investment management agreements98,000
 (14,000) 98,000
 (7,000)
Agent relationships92,000
 (4,042) 
 
Technology62,288
 (22,671) 56,429
 (16,222)84,242
 (35,106) 54,408
 (28,220)
Insurance licenses39,985
 
 40,185
 (133)70,185
 
 30,185
 
Lloyd's syndicate capacity12,000
 
 12,000
 
12,000
 
 12,000
 
Other18,903
 (8,408) 14,197
 (5,625)42,959
 (12,288) 34,172
 (9,379)
Total$855,809
 $(153,062) $666,270
 $(101,187)$1,685,172
 $(329,491) $973,150
 $(250,608)

Amortization of intangible assets was $57.6$80.8 million, $55.2$68.5 million and $33.5$68.9 million for the years ended December 31, 2014, 20132017, 2016 and 2012,2015, respectively. Amortization of intangible assets is estimated to be $58.3 million for 2015, $55.2 million for 2016, $52.8 million for 2017, $52.5$117.6 million for 2018, and $46.7$110.9 million for 2019.2019, $103.1 million for 2020, $101.4 million for 2021 and $98.2 million for 2022. Indefinite-lived intangible assets were $58.0$88.2 million at December 31, 20142017 and $48.2 million at December 31, 2013.2016.

In 2014,2017, the Company acquired $204.4$703.8 million of intangible assets.assets, of which $663.8 million is amortizable. The definite-lived intangible assets acquired are expected to be amortized over a weighted average period of 16.814 years. The definite-lived intangible assets acquired during 20142017 include customer relationships, trade names, agent relationships, technology and technology,other, which are expected to be amortized over a weighted average period of 18.6, 12.514, 11, 15, nine and 7.0nine years, respectively.

8. Income Taxes

Income before income taxes includes the following components.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Domestic operations$240,279
 $325,133
 $126,466
$337,704
 $288,905
 $323,954
Foreign operations200,099
 36,610
 185,584
(250,409) 341,015
 418,151
Income before income taxes$440,378
 $361,743
 $312,050
$87,295
 $629,920
 $742,105


Income tax expense (benefit) includes the following components.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Current:          
Domestic$7,573
 $50,683
 $14,340
$(19,255) $57,916
 $44,406
Foreign24,574
 23,165
 1,814
29,882
 48,203
 118,235
Total current tax expense32,147
 73,848
 16,154
10,627
 106,119
 162,641
Deferred:          
Domestic43,673
 23,906
 (3,734)(222,427) 19,991
 9,415
Foreign40,870
 (19,856) 41,382
(101,663) 43,367
 (19,093)
Total deferred tax expense84,543
 4,050
 37,648
Income tax expense$116,690
 $77,898
 $53,802
Total deferred tax expense (benefit)(324,090) 63,358
 (9,678)
Income tax expense (benefit)$(313,463) $169,477
 $152,963

Foreign income tax expense (benefit) includes United StatesU.S. income tax expense (benefit) on foreign operations.

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Tableoperations, which includes U.S. income tax on the Company's Bermuda-based operations, certain of Contentswhich have elected to be taxed as domestic corporations for U.S. tax purposes.


State income tax expense is not material to the consolidated financial statements.

The Company made income tax payments of $89.5$70.2 million, $35.7$142.2 million and $30.0$132.5 million in 2014, 20132017, 2016 and 2012,2015, respectively. Current incomeIncome taxes payable were $37.6$51.3 million and $84.2$46.4 million at December 31, 20142017 and 2013,2016, respectively, and were included in other liabilities on the consolidated balance sheets. Income taxes receivable were $64.3 million and $5.4 million at December 31, 2017 and 2016, respectively, and were included in other assets on the consolidated balance sheets.

ReconciliationsOn December 22, 2017, the U.S. enacted the Tax Cuts and Jobs Act (TCJA), which made significant modifications to U.S. federal income tax law, most of which are effective January 1, 2018. The TCJA, among other changes, (1) reduces the U.S. corporate tax rate from 35% to 21%, (2) imposes a one-time deemed repatriation tax on unremitted foreign earnings which were not previously subject to U.S. income tax, (3) moves the U.S. from a worldwide tax system towards a territorial tax system and (4) modifies the manner in which property and casualty insurance loss reserves are computed for federal income tax purposes. U.S. GAAP requires companies to recognize the effect of tax law changes in the period of enactment. As a result, the Company recorded a one-time tax benefit of $339.9 million in the fourth quarter of 2017, a portion of which is considered provisional.

This one-time tax benefit from the TCJA is attributable to the remeasurement of the United StatesCompany’s U.S. deferred tax assets and liabilities on temporary differences between the carrying amounts of assets and liabilities for financial reporting purposes and their tax bases at the lower enacted U.S. corporate tax rate, as well as the tax on the deemed repatriation of foreign earnings, as follows:

 Year Ended
(dollars in thousands)December 31, 2017
Tax rate change on net unrealized gains on investments$(401,538)
Tax rate change on other temporary differences - Markel Ventures (provisional)(37,129)
Tax rate change on other temporary differences - Other operations (provisional)69,268
Tax on deemed repatriation of foreign earnings (provisional)29,500
Total$(339,899)


The impact of the tax rate change applied to temporary differences other than those related to net unrealized gains on investments is considered provisional because all the data necessary to calculate the underlying tax basis of certain temporary differences under the new tax law is not yet available and additional analysis is required. The largest provisional deferred tax component on other temporary differences is related to the Company’s unpaid losses and loss adjustment expenses. Other provisional deferred tax components are not significant. The tax on the deemed repatriation of foreign earnings is also considered provisional because a number of inputs to the calculation are incomplete, principally the earnings and profits of certain foreign subsidiaries which were not previously subject to U.S. income tax. There is also potential that authoritative clarification of technical issues associated with application of the TCJA, which are presently unclear, will be issued. The additional analysis required for provisional deferred tax components will be completed within the measurement period, which cannot exceed 12 months from the date of enactment, during preparation of the Company’s 2017 tax return. Once completed, any adjustments to these provisional deferred tax components will be reflected in income tax expense.

The following table presents a reconciliation of income taxes computed using the U.S. corporate tax rate to the effectiveCompany's income tax rate on income before income taxes are presented in the following table.expense (benefit).
Years Ended December 31, Years Ended December 31,
2014 2013 20122017 2016 2015
United States corporate tax rate35 % 35 % 35 %
Income taxes at U.S. corporate tax rate$30,553
35 % $220,472
35 % $259,737
35 %
Increase (decrease) resulting from:        
TCJA(339,899)(389) 

 

Tax-exempt investment income(9) (9) (12)(41,565)(48) (39,710)(6) (40,483)(5)
Tax credits(1) 
 
(10,236)(12) (13,294)(2) (56,409)(8)
Stock based compensation(9,001)(10) (5,411)(1) 

Foreign operations
 (4) (5)54,920
63
 4,672
1
 (10,766)(1)
Other1
 
 (1)1,765
2
 2,748

 884

Effective tax rate26 % 22 % 17 %
Income tax expense (benefit)$(313,463)(359)% $169,477
27 % $152,963
21 %


The following table presents the components of domestic and foreign deferred tax assets and liabilities.

December 31,December 31,
(dollars in thousands)2014 20132017 2016
Assets:      
Unpaid losses and loss adjustment expenses$239,588
 $283,365
$144,761
 $181,303
Life and annuity benefits143,102
 161,209
77,945
 135,075
Unearned premiums recognized for income tax purposes108,960
 76,862
74,282
 121,852
Tax credit carryforwards48,938
 23,037
Net operating loss carryforwards36,359
 43,010
29,252
 26,743
Tax credit carryforwards32,525
 33,773
Other-than-temporary impairments not yet deductible for income tax purposes28,106
 34,978
Differences between financial reporting and tax bases132,878
 139,357
Accrued incentive compensation23,167
 67,719
Other differences between financial reporting and tax bases60,995
 64,177
Total gross deferred tax assets721,518
 772,554
459,340
 619,906
Less valuation allowance(4,801) 
(25,225) (18,781)
Total gross deferred tax assets, net of allowance716,717
 772,554
434,115
 601,125
Liabilities:      
Net unrealized gains on investments759,212
 459,015
Investments603,523
 664,950
Amortization of goodwill and other intangible assets106,927
 97,580
171,681
 102,631
Deferred policy acquisition costs101,766
 65,543
90,826
 128,302
Differences between financial reporting and tax bases59,359
 46,699
Other differences between financial reporting and tax bases73,664
 35,727
Total gross deferred tax liabilities1,027,264
 668,837
939,694
 931,610
Net deferred tax asset (liability)$(310,547) $103,717
Net deferred tax liability$505,579
 $330,485


The net deferred tax liability at December 31, 20142017 and 2016 was included in other liabilities on the consolidated balance sheet. The net deferred tax asset at December 31, 2013 was included in other assets on the consolidated balance sheet.sheets.

At December 31, 20142017, the Company had tax credit carryforwards of $32.5$48.9 million. The earliest any of these credits will expire is 2019.2024.


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Table of Contents

At December 31, 2014,2017, the Company also had net operating losses of $61.9$15.1 million that can be used to offset other future taxable income that is taxable in the United States from Markel Capital Limited, a wholly owned United Kingdom subsidiary.U.S. The Company's ability to use these losses in the United States expires between the years 20212028 and 2032.2030. AtDecember 31, 20142017, the Companycertain branch operations in Europe and a wholly owned subsidiary in Brazil had net operating losses of $61.2$105.2 millionthat can be used to offset future income that is taxable in the United States.their local jurisdictions. The Company's ability to use$26.9 million of these losses in the United States expires between the years 20272020 and 2033.2026. The remaining losses are not subject to expiration. As discussed below, the deferred tax assets related to losses at the Company's European branches and Brazilian subsidiary are offset by valuation allowances.

The Company believes that it is more likely than not that it will realize $716.7realize $434.1 million of gross deferred tax assets, including net operating losses recorded at December 31, 2014,2017, through generating taxable income or thethe reversal of existing temporary differences attributable to the gross deferred tax liabilities. TheAs a result of cumulative net operating losses in certain jurisdictions, the Company recordedhas a valuation allowance to offsetof$25.2 million at December 31, 2017 that offsets the deferred tax asset onassets primarily related to losses incurred in ourat European branches of one of the Company's wholly owned United Kingdom subsidiaries and at one of the Company's Brazilian subsidiary.subsidiaries.

At December 31, 20142017, the Company haddid not have any material unrecognized tax benefits of $17.7 million. If recognized, $15.6 million of these tax benefits would decrease the annual effective tax rate.benefits. The Company does not currently anticipate any significant changes in unrecognized tax benefits during 2015.

The following table presents2018 that would have a reconciliation of unrecognized tax benefits.
 Years Ended December 31,
(dollars in thousands)2014 2013
Unrecognized tax benefits, beginning of year$18,219
 $18,870
Increases for tax positions taken in prior years3
 
Lapse of statute of limitations(522) (651)
Unrecognized tax benefits, end of year$17,700
 $18,219

At December 31, 2014, earnings ofmaterial impact on the Company's foreign subsidiaries, with the exception of certain of our Bermuda subsidiaries, are considered reinvested indefinitely and no provision for deferred United States income taxes has been recorded. It is not practicable to determine the amount of unrecorded deferred tax liabilities associated with such earnings due to the complexity of this calculation.provision.

The Company is subject to income tax in the United StatesU.S. and in foreign jurisdictions. With few exceptions, the Company is no longer subject to income tax examination by tax authorities for years ended before January 1, 2011.2014.


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TableFollowing the enactment of Contentsthe TCJA and as a result of the tax on the deemed repatriation of foreign earnings, the Company’s net foreign earnings have now been subjected to tax in the U.S. However, the Company continues to be indefinitely reinvested in its foreign subsidiaries, with the exception of certain Bermuda-based subsidiaries, and no provision for deferred U.S. income taxes has been recorded on the basis differences attributable to those subsidiaries. The Company's largest basis difference is attributable to net unrealized gains on investments held by the Company’s foreign insurance operations, which totaled $630.0 million at December 31, 2017. This amount has not been subjected to the 21% U.S. corporate tax rate.

While the Company's tax expense for the year ended December 31, 2017 is based upon an assertion that it is indefinitely reinvested in its foreign subsidiaries, the Company's plans for its foreign operations may change upon completion of an assessment of the impact of the TCJA on capital in the Company's foreign subsidiaries. A change in the Company's indefinite reinvestment assertion for some or all of its foreign subsidiaries could result in recognition of additional income tax expense.


9. Unpaid Losses and Loss Adjustment Expenses

a)The following table presents a reconciliation of consolidated beginning and ending reserves for losses and loss adjustment expenses.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Net reserves for losses and loss adjustment expenses, beginning of year$8,407,642
 $4,592,652
 $4,607,767
$8,108,717
 $8,235,288
 $8,535,483
Foreign currency movements, commutations and other(137,385) (780) 30,359
Foreign currency movements110,079
 (129,692) (134,173)
Adjusted net reserves for losses and loss adjustment expenses, beginning of year8,270,257
 4,591,872
 4,638,126
8,218,796
 8,105,596
 8,401,310
Incurred losses and loss adjustment expenses:          
Current year2,638,012
 2,227,402
 1,553,070
Prior years(435,545) (411,129) (399,002)
Current accident year3,367,223
 2,555,902
 2,566,545
Prior accident years(497,627) (493,495) (627,800)
Total incurred losses and loss adjustment expenses2,202,467
 1,816,273
 1,154,068
2,869,596
 2,062,407
 1,938,745
Payments:          
Current year502,107
 670,928
 268,745
Prior years1,436,851
 906,302
 931,955
Current accident year671,112
 532,140
 486,551
Prior accident years1,513,580
 1,529,206
 1,423,286
Total payments1,938,958
 1,577,230
 1,200,700
2,184,692
 2,061,346
 1,909,837
Effect of foreign currency rate changes(19,476) (7,915) 1,158
3,752
 2,060
 (17,281)
Net reserves for losses and loss adjustment expenses of acquired insurance companies21,193
 3,584,642
 
57,493
 
 
Reinsurance recoverable on retroactive reinsurance transactions
 
 (177,649)
Net reserves for losses and loss adjustment expenses, end of year8,535,483
 8,407,642
 4,592,652
8,964,945
 8,108,717
 8,235,288
Reinsurance recoverable on unpaid losses1,868,669
 1,854,414
 778,774
4,619,336
 2,006,945
 2,016,665
Gross reserves for losses and loss adjustment expenses, end of year$10,404,152
 $10,262,056
 $5,371,426
$13,584,281
 $10,115,662
 $10,251,953

BeginningIn March 2015, the Company completed a retroactive reinsurance transaction to cede a portfolio of year netpolicies primarily comprised of liabilities arising from asbestos and environmental (A&E) exposures that originated before 1992 in exchange for payments totaling $89.0 million, which included cash paid at closing of $69.9 million. Effective March 31, 2017, the related reserves, which totaled $69.1 million, were formally transferred to the third party by way of a Part VII transfer pursuant to the Financial Services and Markets Act 2000 of the United Kingdom. The Part VII transfer eliminates the uncertainty regarding the potential for adverse development of estimated ultimate liabilities on the underlying policies. Upon completion of the transfer in the first quarter of 2017, the Company recognized a previously deferred gain of $3.9 million, which is included in losses and loss adjustment expenses are adjusted, when applicable, foron the impactconsolidated statement of changesincome (loss) and comprehensive income (loss) in foreign currency rates, commutations and other items. In 2014, beginning of year net reserves for2017. This amount is excluded from the prior years' incurred losses and loss adjustment expenses were decreased byfor 2017 in the above table as the deferred gain was included in other liabilities on the consolidated balance sheet as of December 31, 2016, rather than unpaid losses and loss adjustment expenses.

In October 2015, the Company completed a movementsecond retroactive reinsurance transaction to cede a portfolio of $127.7policies primarily comprised of liabilities arising from A&E exposures that originated before 1987 in exchange for cash payments totaling $86.5 million. The transaction provides up to $300 million of coverage for losses in foreign currency ratesexcess of exchange. In 2013, beginninga $97.0 million retention on the ceded policies and 50% coverage on an additional $100 million of year netlosses. The transaction was effective as of January 1, 2015, at which time reserves for unpaid losses and loss adjustment expenses were increased by a movement of $0.7 million in foreign currency rates of exchange, which was more than offset by commutations. In 2012, beginning of year neton the policies ceded totaled $173.4 million. After considering the Company's retention on the ceded policies, ceded reserves for unpaid losses and loss adjustment expenses were increased by a movementtotaled $76.4 million, resulting in an underwriting loss of $23.4$10.1 million in foreign currency rates of exchange. on the transaction.

In 2014,2016, incurred losses and loss adjustment expenses in the above table exclude $11.7 million of favorable development on prior years loss reserves included in losses and loss adjustment expenses on the consolidated statement of income and other comprehensive income (loss) related to the commutation of a property and casualty deposit contract, for which the underlying deposit liability was included in other liabilities on the consolidated balance sheet as of December 31, 2015, rather than unpaid losses and loss adjustment expenses.


In 2017, the Company recorded net reserves for losses and loss adjustment expenses of $21.2$57.5 million as a result of acquisitions completed during the acquisition of Abbey. Theseyear. All acquired net reserves were recorded at fair value as part of the Company's purchase accounting. See note 2 for a discussion of the Company's acquisitions.

In 2014,2017, underwriting results included $565.3 million of underwriting loss from Hurricanes Harvey, Irma, Maria and Nate as well as the earthquakes in Mexico and wildfires in California (2017 Catastrophes). The underwriting loss on the 2017 Catastrophes was comprised of $585.4 million of estimated net losses and loss adjustment expenses and $20.1 million of net assumed reinstatement premiums. The estimated net losses and loss adjustment expenses on the 2017 Catastrophes for the current year were net of estimated reinsurance recoverables of $490.3 million.

In 2017, incurred losses and loss adjustment expenses included $435.5$497.6 million of favorable development on prior years' loss reserves, which included $414.1 million of favorable development on the Company's general liability, professional liability, and workers' compensation product lines as well as personal lines business within the U.S. Insurance segment, professional liability, general liability and marine and energy product lines within the International Insurance segment, and property product lines within the Reinsurance segment. Favorable development in 2017 was partially offset by $85.0 million of adverse development resulting from a decrease in the discount rate, known as the Ogden Rate, used to calculate lump sum awards in United Kingdom (U.K.) bodily injury cases. Effective March 20, 2017, the Ogden Rate decreased from plus 2.5% to minus 0.75%, which represents the first rate change since 2001. The effect of the rate change is most impactful to the Company's U.K. auto casualty exposures through reinsurance contracts written in the Reinsurance segment. In late 2014, the Company ceased writing auto reinsurance in the U.K. The reduction in the Ogden Rate increased the expected claims payments on these exposures, and management increased loss reserves accordingly. The Company's estimate of the ultimate cost of settling these claims is based on many factors, and is subject to increase or decrease as the effect of changes in these factors becomes known over time.

In 2016, incurred losses and loss adjustment expenses included $493.5 million of favorable development on prior years' loss reserves, which was due in part to $250.4$418.0 million of loss reserve redundanciesfavorable development on ourthe Company's long-tail casualty lines within the U.S. Insurance and professionalInternational Insurance segments, marine and energy product lines within the International Insurance segment, and property product lines in the U.S. Insurance and Reinsurance segments, as actual claims reporting and development patterns on prior accident years have been more favorable than the Company's actuarial analyses initially anticipated. Favorable development in 2016 was partially offset by $71.2 million of adverse development on the Company's specified medical and medical malpractice product lines within the U.S. Insurance segment.

In 2015, incurred losses and loss adjustment expenses included $627.8 million of favorable development on prior years' loss reserves, which was due in part to $375.8 million of favorable development on the Company's general liability, workers' compensation, inland marine and brokerage property product lines within the U.S. Insurance segment and on ourgeneral liability, professional liability and marine and energy product lines within the International Insurance segment, as actual claims reporting patterns on prior accident years have been more favorable than the Company's actuarial analyses initially anticipated.

In 2015, incurred losses and loss adjustment expenses also included $82.7 million of favorable development on prior years' loss reserves attributable to a decrease in the estimated volatility of the Company's consolidated net reserves for unpaid losses and loss adjustment expenses as a result of ceding a significant portion of the Company's A&E exposures to a third party during 2015, as described above. As a result of this decrease in estimated volatility, the level of confidence in the Company's net reserves for unpaid losses and loss adjustment expenses increased. Therefore, management reduced prior years' loss reserves by $82.7 million in order to maintain a consolidated confidence level in a range consistent with the Company's historic levels. This reduction in prior years' loss reserves occurred across all three of the Company's ongoing underwriting segments.

The favorable development on prior years' loss reserves in 20142015 was partially offset by $32.8$25.4 million of adverse development in prior years' loss reserves on asbestos and environmental (A&E) exposures.

Once a year, generally during the third quarter, the Company completes an in-depth, actuarial review of its A&E exposures. Over the past few years, the number of A&E claims reported each year across the property and casualty industry has been on the decline. However, at the same time, the likelihood of making an indemnity payment has risen, thus increasing the average cost per reported claim. During the 2012 annual review, the Company reduced its estimate of the ultimate claims count, while increasing its estimate of the number of claims that would ultimately be closed with an indemnity payment. During the annual review for both 2014 and 2013, the Company increased its expectation of the severity of the outcome of certain claims subject to litigation. As the ultimate outcome of known claims increases, the Company's expected ultimate closure value on unreported claims also increases. As a result, prior years' loss reserves for A&E exposures, wereof which $7.1 million is attributable to the underwriting loss on the retroactive reinsurance transaction described above. Following the October 2015 retroactive reinsurance transaction, the Company's actuaries increased their estimate of the ultimate losses on the remaining A&E claims and management increased prior years' loss reserves by $27.2 million in 2014, $28.4 million in 2013$15.0 million. Without the diversification of a larger portfolio of loss reserves, there is greater uncertainty around the potential outcomes of the remaining claims, and $31.1 million in 2012.management strengthened reserves accordingly.


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TableThe Company uses a variety of Contents

In 2013,techniques to establish the liabilities for unpaid losses and loss adjustment expenses based upon estimates of the ultimate amounts payable. The Company recorded netmaintains reserves for specific claims incurred and reported (case reserves) and reserves for claims incurred but not reported (IBNR reserves), which include expected development on reported claims. The Company does not discount its reserves for losses and loss adjustment expenses of $3.6 billion as a result of theto reflect estimated present value, except for reserves assumed in connection with an acquisition, of Alterra. These reserves werewhich are recorded at fair value as part ofat the Company's purchase accounting. See note 2acquisition date, and reserves held for a discussionrunoff book of U.K. motor business. The fair value adjustment includes an adjustment to reflect the Company's acquisition of Alterra.

In 2013, incurredacquired reserves for losses and loss adjustment expenses included $411.1 millionat present value plus a risk premium, the net of favorable development on prior years' loss reserves, which was due in partis amortized to $255.2 million of loss reserve redundancies on our long-tail casualty and professional liability product lines within the U.S. Insurance segment and on our professional liability and marine and energy product lines within the International Insurance segment, as actual claims reporting patterns on prior accident years have been more favorable than the Company's actuarial analyses initially anticipated. The favorable development on prior years' loss reserves in 2013 was partially offset by $30.1 million of adverse development in prior years' loss reserves on A&E exposures.

Current year incurred losses and loss adjustment expenses for 2012 included $99.6 millionwithin the consolidated statements of estimated net losses related to Hurricane Sandy. The estimated net losses on Hurricane Sandy were net of estimated reinsurance recoverables of $77.6 million.income.

In 2012, incurredAs of any balance sheet date, all claims have not yet been reported, and some claims may not be reported for many years. As a result, the liability for unpaid losses and loss adjustment expenses included $399.0 millionincludes significant estimates for incurred but not reported claims.

There is normally a time lag between when a loss event occurs and when it is actually reported to the Company. The actuarial methods that the Company uses to estimate losses have been designed to address the lag in loss reporting as well as the delay in obtaining information that would allow the Company to more accurately estimate future payments. There is also a time lag between cedents establishing case reserves and re-estimating their reserves, and notifying the Company of favorablethe new or revised case reserves. As a result, the reporting lag is more pronounced in reinsurance contracts than in the insurance contracts due to the reliance on ceding companies to report their claims. On reinsurance transactions, the reporting lag will generally be 60 to 90 days after the end of a reporting period, but can be longer in some cases. Based on the experience of the Company's actuaries and management, loss development factors and trending techniques are selected to mitigate the difficulties caused by reporting lags. The loss development and trending factor selections are evaluated at least annually and updated using cedent specific and industry data.

IBNR reserves are based on the estimated ultimate cost of settling claims, including the effects of inflation and other social and economic factors, using past experience adjusted for current trends and any other factors that would modify past experience. IBNR reserves, which include expected development on prior years'reported claims, are generally calculated by subtracting paid losses and loss adjustment expenses and case reserves from estimated ultimate losses and loss adjustment expenses. IBNR reserves were 64% of total unpaid losses and loss adjustment expenses at December 31, 2017 compared to 67% at December 31, 2016.

In establishing liabilities for unpaid losses and loss adjustment expenses, the Company's actuaries estimate an ultimate loss ratio, by accident year or policy year, for each product line with input from underwriting and claims associates. For product lines in which loss reserves are established on a policy year basis, the Company has developed a methodology to convert from policy year to accident year for financial reporting purposes. In estimating an ultimate loss ratio for a particular line of business, the actuaries may use one or more actuarial reserving methods and select from these a single point estimate. To varying degrees, these methods include detailed statistical analysis of past claim reporting, settlement activity, claim frequency and severity, policyholder loss experience, industry loss experience and changes in market conditions, policy forms and exposures. Greater judgment may be required when new product lines are introduced or when there have been changes in claims handling practices, as the statistical data available may be insufficient. These estimates also reflect implicit and explicit assumptions regarding the potential effects of external factors, including economic and social inflation, judicial decisions, changes in law, general economic conditions and recent trends in these factors. Management believes the process of evaluating past experience, adjusted for the effects of current developments and anticipated trends, is an appropriate basis for predicting future events.

Loss reserves are established at management's best estimate, which was dueis generally higher than the corresponding actuarially calculated point estimate. The actuarial point estimate represents the actuaries' estimate of the most likely amount that will ultimately be paid to settle the loss reserves that are recorded at a particular point in part to $292.3 milliontime; however, there is inherent uncertainty in the point estimate as it is the expected value in a range of possible reserve estimates. In some cases, actuarial analyses, which are based on statistical analysis, cannot fully incorporate all of the subjective factors that affect development of losses. In other cases, management's perspective of these more subjective factors may differ from the actuarial perspective. Subjective factors where management's perspective may differ from that of the actuaries include: the credibility and timeliness of claims information received from third parties, economic and social inflation, judicial decisions, changes in law, changes in underwriting or claims handling practices, general economic conditions, the risk of moral hazard and other current and developing trends within the insurance and reinsurance markets, including the effects of competition. As a result, the actuarially calculated point estimates for each of line of business represents starting points for management's quarterly review of loss reserve redundancies on our long-tail casualty and professional liability lines within our U.S. Insurance segment and on our professional liability and marine and energy product lines within the International Insurance segment, as actual claims reporting patterns on prior accident years have been more favorable than the Company's actuarial analyses initially anticipated. The favorable development on prior years' loss reserves in 2012 was partially offset by $38.2 million of adverse development in prior years' loss reserves on A&E exposures.reserves.


Inherent in the Company's reserving practices is the desire to establish loss reserves that are more likely redundant than deficient. As such, the Company seeks to establish loss reserves that will ultimately prove to be adequate. As part of the Company's acquisition of insurance operations, to the extent the reserving philosophy of the acquired business differs from the Company's reserving philosophy, the post-acquisition loss reserves will be builtstrengthened until total loss reserves are consistent with the Company's target level of confidence. Furthermore, the Company's philosophy is to price its insurance products to make an underwriting profit. Management continually attempts to improve its loss estimation process by refining its ability to analyze loss development patterns, claim payments and other information, but uncertainty remains regarding the potential for adverse development of estimated ultimate liabilities.

The Company uses a variety of techniques to establish the liabilities for unpaid losses and loss adjustment expenses, all of which involve significant judgments and assumptions. These techniques include detailed statistical analysis of past claim reporting, settlement activity, claim frequency and severity, policyholder loss experience, industry loss experience and changes in market conditions, policy forms and exposures. Greater judgment may be required when new product lines are introduced or when there have been changes in claims handling practices, as the statistical data available may be insufficient. The Company's estimates reflect implicit and explicit assumptions regarding the potential effects of external factors, including economic and social inflation, judicial decisions, changes in law, general economic conditions and recent trends in these factors. In some of the Company's markets, and where the Company acts as a reinsurer, the timing and amount of information reported about underlying claims are in the control of third parties. There is often a time lag between cedents establishing case reserves and re-estimating their reserves, and notifying the Company of the new or revised case reserves. This can also affect estimates and require re-estimation as new information becomes available.

The Company believes the process of evaluating past experience, adjusted for the effects of current developments and anticipated trends, is an appropriate basis for predicting future events. Management currently believes the Company's gross and net reserves including the reserves for A&E exposures, are adequate. However, there is no precise method for evaluating the impact of any significant factor on the adequacy of reserves, and actual results will differ from original estimates.

b)The following tables present loss development information, by accident year, for the Company's U.S. Insurance, International Insurance and Reinsurance segments, including cumulative incurred and paid losses and allocated loss adjustment expenses, net of reinsurance, as well as the corresponding amount of IBNR reserves as of December 31, 2017. This level of disaggregation is consistent with how the Company analyzes loss reserves for both internal and external reporting purposes. The loss development information for the years ended December 31, 2012 through 2016 is presented as supplementary information. For the Company's U.S. Insurance segment, the years presented in the tables comprise the majority of the period for which incurred losses typically remain outstanding. Incurred losses in the Company's International Insurance and Reinsurance segments, which generally include a larger proportion of long-tail business than the U.S. Insurance segment, generally remain outstanding more than six years; however, data prior to 2012 is not practically available by segment as a result of a change in the Company's reportable segments in 2014, which was most impactful on these two segments. Additionally, reserves for the Company's international operations within these two segments are determined on a policy year basis and historical data prior to 2012 does not exist by accident year. All amounts included in the tables below related to transactions denominated in a foreign currency have been translated into United States Dollars using the exchange rates in effect at December 31, 2017.

The tables below also include claim frequency information, by accident year, for each of the segments presented. The Company defines a claim as a single claim incident, per policy, which may include multiple claimants and multiple coverages on a single policy. Claim counts include claims closed without a payment as well as claims where the Company is monitoring to determine if an exposure exists, even if a reserve has not been established.

In 2013, the Company completed the acquisition of Alterra, the results of which are included in each of the Company's reportable segments. Ultimate incurred losses and loss adjustment expenses, net of reinsurance for the year ended December 31, 2013 include outstanding liabilities for losses and loss adjustment expenses of Alterra as of the acquisition date, by accident year and not in any prior periods. Pre-acquisition data is not available by segment and accident year as a result of changes to the historical Alterra product line reporting structure that impacted each of the Company's reportable segments and the impact of significant intercompany reinsurance contracts. Additionally, Alterra reserves were historically determined on a policy year basis and pre-acquisition data does not exist in a format that can be used to determine accident year and segment. Following the acquisition, ongoing business attributable to Alterra was integrated with the Company's other insurance operations and is not separately tracked.


U.S. Insurance Segment

 Ultimate Incurred Losses and Allocated Loss Adjustment Expenses, Net of Reinsurance Total of Incurred-but-Not-Reported Liabilities, Net of Reinsurance Cumulative Number of Reported Claims
 Unaudited Year Ended December 31,  
(in thousands)Years Ended December 31,   
Accident Year2012 2013 2014 2015 2016 2017 December 31, 2017
2012$949,141
 $985,721
 $924,138
 $924,621
 $909,237
 $891,641
 $88,973
 107
2013  1,130,681
 1,105,927
 1,042,100
 1,009,438
 996,204
 124,412
 66
2014    1,278,116
 1,140,685
 1,116,093
 1,088,667
 193,049
 57
2015      1,285,411
 1,211,389
 1,136,033
 305,158
 57
2016        1,319,731
 1,224,207
 476,971
 59
2017          1,572,585
 911,675
 67
Total        

 $6,909,337
    
                
 Cumulative Paid Losses and Allocated Loss Adjustment Expenses, Net of Reinsurance    
 Unaudited Year Ended December 31,    
 Years Ended December 31,     
Accident Year2012 2013 2014 2015 2016 2017  
2012$193,708
 $401,773
 $546,635
 $644,658
 $728,802
 $763,455
    
2013  222,890
 443,392
 594,558
 725,782
 799,385
    
2014    264,697
 487,068
 650,118
 770,490
    
2015      260,121
 514,497
 660,699
    
2016        278,650
 523,226
    
2017          336,553
    
Total          $3,853,808
    
All outstanding liabilities for unpaid losses and loss adjustment expenses before 2012, net of reinsurance 289,191
    
Total liabilities for unpaid losses and loss adjustment expenses, net of reinsurance $3,344,720
    

Ultimate incurred losses and allocated loss adjustment expenses and cumulative paid losses and allocated loss adjustment expenses for the year ended December 31, 2017 for the U.S. Insurance segment include amounts attributable to acquisitions completed in 2017 which are not material to the segment. Ultimate incurred losses and allocated loss adjustment expenses for the year ended December 31, 2013 for the U.S. Insurance segment include $97.4 million and $149.9 million of losses and loss adjustment expenses on the 2012 and 2013 accident years, respectively, attributable to Alterra. Cumulative paid losses and allocated loss adjustment expenses for the year ended December 31, 2013 include $22.6 million and $23.2 million of paid losses and allocated loss adjustment expenses on the 2012 and 2013 accident years, respectively, attributable to the acquired Alterra reserves and post-acquisition Alterra business. Cumulative paid losses and allocated loss adjustment expenses and cumulative reported claims for the 2012 and 2013 accident years exclude any claims paid or closed prior to the acquisition.

Cumulative reported claims for the 2012, 2013 and 2017 accident years include 66 thousand, 17 thousand and 10 thousand, respectively, of claim counts associated with a personal lines product with high claim frequency and low claim severity. The Company did not write this business from 2014 to 2016. The related net incurred losses and allocated loss adjustment expenses are not material to the U.S. Insurance segment.


International Insurance Segment

 Ultimate Incurred Losses and Allocated Loss Adjustment Expenses, Net of Reinsurance Total of Incurred-but-Not-Reported Liabilities, Net of Reinsurance Cumulative Number of Reported Claims
 Unaudited Year Ended December 31,  
(in thousands)Years Ended December 31,   
Accident Year2012 2013 2014 2015 2016 2017 December 31, 2017
2012$428,711
 $633,511
 $573,945
 $511,144
 $493,563
 $477,855
 $58,151
 19
2013  614,829
 598,638
 492,290
 460,978
 439,992
 128,109
 18
2014    594,055
 566,049
 522,778
 491,882
 117,588
 18
2015      508,159
 510,035
 460,851
 119,232
 22
2016        562,190
 573,593
 142,890
 22
2017          765,959
 427,823
 21
Total          $3,210,132
    
                
 Cumulative Paid Losses and Allocated Loss Adjustment Expenses, Net of Reinsurance    
 Unaudited Year Ended December 31,    
 Years Ended December 31,     
Accident Year2012 2013 2014 2015 2016 2017  
2012$40,545
 $168,322
 $237,084
 $297,752
 $329,766
 $360,164
    
2013  49,426
 130,088
 187,671
 227,922
 243,043
    
2014    68,464
 174,294
 249,408
 297,887
    
2015      63,564
 153,418
 219,574
    
2016        94,926
 232,921
    
2017          103,780
    
Total          $1,457,369
    
All outstanding liabilities for unpaid losses and loss adjustment expenses before 2012, net of reinsurance 482,546
    
Total liabilities for unpaid losses and loss adjustment expenses, net of reinsurance $2,235,309
    

Ultimate incurred losses and allocated loss adjustment expenses for the year ended December 31, 2013 for the International Insurance segment include $159.9 million and $163.9 million of losses and loss adjustment expenses on the 2012 and 2013 accident years, respectively, attributable to Alterra. Cumulative paid losses and allocated loss adjustment expenses for the year ended December 31, 2013 include $14.2 million and $6.3 million of paid losses and allocated loss adjustment expenses on the 2012 and 2013 accident years, respectively, attributable to the acquired Alterra reserves and post-acquisition Alterra business. Cumulative paid losses and allocated loss adjustment expenses and cumulative reported claims for the 2012 and 2013 accident years exclude any claims paid or closed prior to the acquisition.

Business contained within the Company's International Insurance segment includes business managed by other managing agents, coverholders and third party administrators, for which the Company is unable to obtain access to the underlying claim counts. As such, the claim count information for this business has been excluded from the total claim counts reported above. This business represents 5% of the cumulative incurred losses and allocated loss adjustment expenses, net of reinsurance, on the 2012 through 2017 accident years detailed above.


Reinsurance Segment

 Ultimate Incurred Losses and Allocated Loss Adjustment Expenses, Net of Reinsurance Total of Incurred-but-Not-Reported Liabilities, Net of Reinsurance  
 Unaudited Year Ended December 31,  
(in thousands)Years Ended December 31,   
Accident Year2012 2013 2014 2015 2016 2017 December 31, 2017  
2012$73,177
 $553,865
 $511,264
 $489,767
 $460,002
 $458,643
 $82,453
  
2013  591,730
 583,775
 553,046
 538,223
 549,500
 129,940
  
2014    580,964
 571,056
 541,967
 587,525
 159,911
  
2015      530,245
 516,568
 535,936
 247,838
  
2016        531,083
 541,645
 285,157
  
2017          910,948
 563,757
  
Total          $3,584,197
    
                
 Cumulative Paid Losses and Allocated Loss Adjustment Expenses, Net of Reinsurance    
 Unaudited Year Ended December 31,    
 Years Ended December 31,     
Accident Year2012 2013 2014 2015 2016 2017  
2012$4,127
 $64,982
 $129,633
 $185,315
 $233,284
 $265,833
    
2013  71,983
 156,903
 212,106
 271,598
 304,797
    
2014    98,241
 159,221
 229,572
 278,786
    
2015      64,130
 135,132
 210,289
    
2016        80,026
 171,547
    
2017          158,420
    
Total          $1,389,672
    
All outstanding liabilities for unpaid losses and loss adjustment expenses before 2012, net of reinsurance 757,569
    
Total liabilities for unpaid losses and loss adjustment expenses, net of reinsurance $2,952,094
    

Ultimate incurred losses and allocated loss adjustment expenses for the year ended December 31, 2013 for the Reinsurance segment include $478.3 million and $540.9 million of losses and loss adjustment expenses on the 2012 and 2013 accident years, respectively, attributable to Alterra. Cumulative paid losses and allocated loss adjustment expenses for the year ended December 31, 2013 include $53.1 million and $69.3 million of paid losses and allocated loss adjustment expenses on the 2012 and 2013 accident years, respectively, attributable to the acquired Alterra reserves and post-acquisition Alterra business. Cumulative paid losses and allocated loss adjustment expenses for the 2012 and 2013 accident years exclude any claims paid prior to the acquisition.

All of the business contained within the Company's Reinsurance segment represents treaty business that is assumed from other insurance or reinsurance companies, for which the Company does not have access to the underlying claim counts. Further, this business includes both quota share and excess of loss treaty reinsurance, through which only a portion of each reported claim results in losses to the Company. As such, the Company has excluded claim count information from the Reinsurance segment disclosures.


The following table presents supplementary information about average historical claims duration as of December 31, 2017 based on the cumulative incurred and paid losses and allocated loss adjustment expenses presented above.

 Average Annual Percentage Payout of Incurred Losses by Age (in Years), Net of Reinsurance
Unaudited1 2 3 4 5 6
U.S. Insurance22.6% 21.7% 14.8% 11.7% 8.4% 3.9%
International Insurance12.9% 22.2% 14.3% 10.6% 5.1% 6.4%
Reinsurance12.5% 13.8% 12.5% 10.4% 8.3% 7.1%

The following table reconciles the net incurred and paid loss development tables, by segment, to the liability for losses and loss adjustment expenses in the consolidated balance sheet.

(dollars in thousands)December 31, 2017
Net outstanding liabilities 
U.S. Insurance$3,344,720
International Insurance2,235,309
Reinsurance2,952,094
Other Insurance (Discontinued Lines)246,365
Program Services2,441
Liabilities for unpaid losses and loss adjustment expenses, net of reinsurance8,780,929
  
Reinsurance recoverable on unpaid losses 
U.S. Insurance827,113
International Insurance1,091,785
Reinsurance341,168
Other Insurance (Discontinued Lines)166,281
Program Services2,192,989
Total reinsurance recoverable on unpaid losses4,619,336
  
Unallocated loss adjustment expenses230,016
Unamortized fair value adjustments(46,000)
 184,016
Total gross liability for unpaid losses and loss adjustment expenses$13,584,281

c)The Company's exposure to A&E claims results from policies written by acquired insurance operations before their acquisitionsacquisition by the Company. The Company's exposure to A&E claims originated from umbrella, excess and commercial general liability (CGL) insurance policies and assumed reinsurance contracts that were written on an occurrence basis from the 1970s to mid-1980s. Exposure also originated from claims-made policies that were designed to cover environmental risks provided that all other terms and conditions of the policy were met.

A&E claims include property damage and clean-up costs related to pollution, as well as personal injury allegedly arising from exposure to hazardous materials. After 1986, the Company began underwriting CGL coverage with pollution exclusions, and in some lines of business the Company began using a claims-made form. These changes significantly reduced the Company's exposure to future A&E claims on post-1986 business.


56


The following table provides a reconciliation of beginning and ending A&E reserves for losses and loss adjustment expenses, which are a component of consolidated unpaid losses and loss adjustment expenses. Amounts included in the following table are presented before consideration of reinsurance allowances.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Net reserves for A&E losses and loss adjustment expenses, beginning of year$272,194
 $260,791
 $244,772
$111,604
 $132,869
 $287,723
Commutations and other115
 (5,067) (897)6,827
 
 
Adjusted net reserves for A&E losses and loss adjustment expenses, beginning of year272,309
 255,724
 243,875
118,431
 132,869
 287,723
Incurred losses and loss adjustment expenses32,840
 30,128
 38,179
659
 (5,277) 25,415
Payments(17,426) (13,658) (21,263)(14,429) (15,988) (20,628)
Reinsurance recoverable on retroactive reinsurance transactions
 
 (159,641)
Net reserves for A&E losses and loss adjustment expenses, end of year287,723
 272,194
 260,791
104,661
 111,604
 132,869
Reinsurance recoverable on unpaid losses102,719
 100,784
 100,063
169,866
 212,300
 253,756
Gross reserves for A&E losses and loss adjustment expenses, end of year$390,442
 $372,978
 $360,854
$274,527
 $323,904
 $386,625

At December 31, 2014,2017, asbestos-related reserves were $290.1$210.7 million and $218.9$84.4 million on a gross and net basis, respectively. Net reserves for reported claims and netfor A&E exposures were $92.0 million at December 31, 2017. Net incurred but not reported reserves for A&E exposures were $173.8$12.7 million and $113.9 million, respectively, at December 31, 2014.2017. Inception-to-date net paid losses and loss adjustment expenses for A&E related exposures totaled $415.7$626.4 million at December 31, 2014,2017, which includes $85.7$159.6 million of payments for two retroactive reinsurance transactions completed in 2015 and $96.2 million of litigation-related expense. As previously described, during 2015, the Company completed two retroactive reinsurance transactions to cede two portfolios of policies primarily comprised of liabilities arising from A&E exposures. At the time of the transactions, the reinsurance recoverable for the retroactive reinsurance coverages totaled $177.6 million, of which $159.6 million was attributable to A&E exposures.

The Company's reserves for losses and loss adjustment expenses related to A&E exposures represent management's best estimate of ultimate settlement values. A&E reserves are monitored by management, and the Company's statistical analysis of these reserves is reviewed by the Company's independent actuaries. A&E exposures are subject to significant uncertainty due to potential loss severity and frequency resulting from the uncertain and unfavorable legal climate. A&E reserves could be subject to increases in the future; however, management believes the Company's gross and net A&E reserves at December 31, 20142017 are adequate.

10. Life and Annuity Benefits

The following table presents life and annuity benefits.

December 31,December 31,
(dollars in thousands)2014 20132017 2016
Life$182,604
 $190,765
$127,208
 $131,768
Annuities1,031,946
 1,194,558
885,984
 849,226
Accident and health91,268
 101,251
58,920
 68,660
Total$1,305,818
 $1,486,574
$1,072,112
 $1,049,654


Life and annuity benefits are compiled on a reinsurance contract-by-contract basis and are discounted using standard actuarial techniques and cash flow models. Since the development of the life and annuity reinsurance reserves is based upon cash flow projection models, the Company must make estimates and assumptions based on cedent experience, industry mortality tables, and expense and investment experience, including a provision for adverse deviation. The assumptions used to determine policy benefit reserves were determined at the Acquisition Date and are generally locked-in for the life of the contract unless an unlocking event occurs. To the extentLoss recognition testing is performed to determine if existing policy benefit reserves, together with the present value of future gross premiums and expected investment income earned thereon, are not adequate to cover the present value of future benefits, settlement and maintenance costs,costs. If the existing policy benefit reserves are not sufficient, the locked-in assumptions are revised to current best estimate assumptions and a charge to earnings for life and annuity benefits is recognized at that time.

Because of the assumptions and estimates used in establishing the Company's reserves for life and annuity benefit obligations and the long-term nature of these reinsurance contracts, the ultimate liability may be greater or less than the estimates. The average discount rate for the life and annuity benefit reserves was 2.3% as of December 31, 2014.2017.

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As of December 31, 2014,2017, the largest life and annuity benefits reserve for a single contract was 33.5%33.8% of the total.
No annuities included in life and annuity benefits in the consolidated balance sheet are subject to discretionary withdrawal.

11. Senior Long-Term Debt and Other Debt

The following table summarizes the Company's senior long-term debt and other debt.

 December 31,
(dollars in thousands)2014 2013
7.20% unsecured senior notes, due April 14, 2017, interest payable semi-annually, net of unamortized premium of $3,526 in 2014 and $4,822 in 2013$94,155
 $95,451
7.125% unsecured senior notes, due September 30, 2019, interest payable semi-annually, net of unamortized discount of $1,343 in 2014 and $1,626 in 2013348,657
 348,374
6.25% unsecured senior notes, due September 30, 2020, interest payable semi-annually, net of unamortized premium of $53,172 in 2014 and $61,273 in 2013403,172
 411,273
5.35% unsecured senior notes, due June 1, 2021, interest payable semi-annually, net of unamortized discount of $1,325 in 2014 and $1,531 in 2013248,675
 248,469
4.90% unsecured senior notes, due July 1, 2022, interest payable semi-annually, net of unamortized discount of $2,095 in 2014 and $2,374 in 2013347,905
 347,626
3.625% unsecured senior notes, due March 30, 2023, interest payable semi-annually, net of unamortized discount of $1,659 in 2014 and $1,860 in 2013248,341
 248,140
7.35% unsecured senior notes, due August 15, 2034, interest payable semi-annually, net of unamortized discount of $2,078 in 2014 and $2,185 in 2013197,922
 197,815
5.0% unsecured senior notes, due March 30, 2043, interest payable semi-annually, net of unamortized discount of $6,327 in 2014 and $6,551 in 2013243,673
 243,449
Other debt, at various interest rates ranging from 1.6% to 6.5%121,094
 115,630
Senior long-term debt and other debt$2,253,594
 $2,256,227
 December 31,
(dollars in thousands)2017 2016
7.20% unsecured senior notes, due April 14, 2017, interest payable semi-annually, net of unamortized premium of $0 in 2017 and $417 in 2016$
 $91,046
7.125% unsecured senior notes, due September 30, 2019, interest payable semi-annually, net of unamortized discount of $332 in 2017 and $522 in 2016234,411
 234,183
6.25% unsecured senior notes, due September 30, 2020, interest payable semi-annually, net of unamortized premium of $26,618 in 2017 and $35,717 in 2016376,616
 385,714
5.35% unsecured senior notes, due June 1, 2021, interest payable semi-annually, net of unamortized discount of $706 in 2017 and $912 in 2016249,176
 248,957
4.90% unsecured senior notes, due July 1, 2022, interest payable semi-annually, net of unamortized discount of $1,257 in 2017 and $1,536 in 2016348,540
 348,215
3.625% unsecured senior notes, due March 30, 2023, interest payable semi-annually, net of unamortized discount of $1,056 in 2017 and $1,257 in 2016248,749
 248,508
3.50% unsecured senior notes, due November 1, 2027, interest payable semi-annually, net of unamortized discount of $2,558 in 2017296,728
 
7.35% unsecured senior notes, due August 15, 2034, interest payable semi-annually, net of unamortized discount of $1,143 in 2017 and $1,212 in 2016128,642
 128,570
5.0% unsecured senior notes, due March 30, 2043, interest payable semi-annually, net of unamortized discount of $5,655 in 2017 and $5,879 in 2016244,033
 243,796
5.0% unsecured senior notes, due April 5, 2046, interest payable semi-annually, net of unamortized discount of $6,909 in 2017 and $7,154 in 2016492,219
 491,943
4.30% unsecured senior notes, due November 1, 2047, interest payable semi-annually, net of unamortized discount of $4,451 in 2017
294,834
 
Other debt, at various interest rates ranging from 1.7% to 6.1%185,282
 153,597
Senior long-term debt and other debt$3,099,230
 $2,574,529

On February 15, 2013, the Company repaid its 6.80% unsecured senior notes ($246.7 million principal amount outstanding at December 31, 2012).

On March 8, 2013, the Company issued $250 million of 3.625% unsecured senior notes due March 30, 2023 and $250 million of 5.0% unsecured senior notes due March 30, 2043. Net proceeds to the Company were approximately $491.2 million, to be used for general corporate purposes.

On April 16, 2007, Alterra USA Holdings Limited (Alterra USA), a wholly-owned indirect subsidiary of Alterra, privately issued $100 million of 7.20% unsecured senior notes due April 14, 2017 (the 7.20% unsecured senior notes). The 7.20% unsecured senior notes are Alterra USA's senior unsecured obligations and rank equally in right of payment with all existing and future senior unsecured indebtedness of Alterra USA. The 7.20% unsecured senior notes are fully and unconditionally guaranteed by Alterra. The principal amount of the 7.20% unsecured senior notes outstanding as of the Acquisition Date was $90.6 million. As of the Acquisition Date, the 7.20% unsecured senior notes were recorded at their estimated fair value of $95.8 million.

On September 27, 2010, Alterra Finance LLC, a wholly-owned indirect subsidiary of Alterra, issued $350 million of 6.25% unsecured senior notes due September 30, 2020 (the 6.25% unsecured senior notes). The 6.25% unsecured senior notes are Alterra Finance LLC's senior unsecured obligations and rank equally in right of payment with all of Alterra Finance LLC's future unsecured and unsubordinated indebtedness and rank senior to all of Alterra Finance LLC's future subordinated indebtedness. The 6.25% unsecured senior notes are fully and unconditionally guaranteed by Alterra on a senior unsecured basis. The guarantee ranks equally with all of Alterra's existing and future unsecured and unsubordinated indebtedness and ranks senior to all of Alterra's future subordinated indebtedness. As of the Acquisition Date, the 6.25% unsecured senior notes were recorded at their estimated fair value of $416.6 million. Alterra Finance LLC is a finance subsidiary and has no independent activities, assets or operations other than in connection with the 6.25% unsecured senior notes.


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Table of Contents

On June 30, 2014, Markel Corporation entered into agreements guaranteeing the 7.20% unsecured senior notes and 6.25% unsecured senior notes. These guarantee agreements were issued pursuant to supplemental indentures entered into by the Company on June 30, 2014 and are in addition to the existing guarantees provided by Alterra.

Effective August 1, 2014, both Alterra Finance and Alterra USA provided guarantees for the Company's revolving credit facility. As a result, the Company's revolving credit facility ranks equally with the 6.25% unsecured senior notes and the 7.20% unsecured senior notes.notes were issued by Alterra Finance LLC and Alterra USA Holdings Limited, respectively, which are wholly owned indirect subsidiaries of the Company, and are guaranteed by Markel Corporation. All of the Company's other unsecured senior notes were issued by Markel Corporation. In April 2017, the Company repaid its 7.20% unsecured senior notes due April 14, 2017 ($90.6 million principal outstanding at December 31, 2016). Also in 2017, the Company repaid $84.3 million of debt assumed in connection with acquisitions.

In November 2017, the Company issued $300 million of 3.50% unsecured notes due November 1, 2027 and $300 million of 4.30% unsecured notes due November 1, 2047. Net proceeds to the Company were $297.4 million and $295.5 million, respectively, to be used for general corporate purposes.

In the second quarter of 2016, the Company issued $500 million of 5.0% unsecured senior notes due April 5, 2046. Net proceeds to the Company were $493.1 million. The Company used a portion of these proceeds to purchase $70.2 million of principal on its 7.35% unsecured senior notes due 2034 and $108.8 million of principal on its 7.125% unsecured senior notes due 2019 through a tender offer at a total purchase price of $95.0 million and $126.4 million, respectively. In connection with the purchase, the Company recognized a loss on early extinguishment of debt of $44.1 million during the year ended December 31, 2016.

The Company's 7.35% unsecured senior notes due August 15, 2034 are not redeemable. The Company's other unsecured senior notes are redeemable by the Company at any time, subject to payment of a make-whole premium to the noteholders. None of the Company's senior long-term debt is subject to any sinking fund requirements.


The Company's other debt is primarily associated with its subsidiaries and includes $78.3 million associated with its Markel Ventures operations andsubsidiaries. The Markel Ventures debt is non-recourse to the holding company. The debt of the Company's Markel Ventures subsidiariescompany and generally is secured by the assets of those subsidiaries. ParkLand, Ventures, Inc. (ParkLand), a subsidiary of the Company, has formed subsidiaries for the purpose of acquiring and financing real estate (the real estate subsidiaries). The assets of thecertain real estate subsidiaries, which are not material to the Company, are consolidated in accordance with U.S. GAAP but are not available to satisfy the debt and other obligations of the Company or any affiliates other than thethose real estate subsidiaries. Other debt also includes a $62.5 million note payable delivered as part of the consideration provided for the investment held by the Markel Diversified Fund, as discussed in note 17. In January 2018, the Company repaid $37.5 million of the outstanding note payable.

The estimated fair value based on quoted market prices of the Company's senior long-term debt and other debt was $2.5$3.4 billion and $2.42.7 billion at December 31, 20142017 and 20132016, respectively.

The following table summarizes the future principal payments due at maturity on senior long-term debt and other debt as of December 31, 20142017.

Years Ending December 31,
(dollars in
thousands)
(dollars in
thousands)
2015$23,340
201621,850
2017112,942
20182,348
$86,312
2019352,199
239,765
2020 and thereafter1,699,044
2020355,074
2021277,072
2022357,245
2023 and thereafter1,785,340
Total principal payments$2,211,723
$3,100,808
Net unamortized premium41,871
2,552
Net unamortized debt issuance costs(4,130)
Senior long-term debt and other debt$2,253,594
$3,099,230

On August 1, 2014, theThe Company entered into a credit agreement formaintains a revolving credit facility which provides $300 million of capacity for future acquisitions, investments, repurchases of capital stock of the Company and for general corporate purposes. At the Company's discretion, $200 million of the total capacity may be used for secured letters of credit. The Company may increase the capacity of the facility to $500 million subject to certain terms and conditions. The Company pays interest on balances outstanding under the facility and a utilization fee for letters of credit issued under the facility. The Company also pays a commitment fee (0.225%(0.25% at December 31, 2014)2017) on the unused portion of the facility based on the Company's debt to equity leverage ratio as calculated under the credit agreement. Markel Corporation, along with Alterra Finance LLC and Alterra USA Holdings Limited, guaranteed the Company's obligations under the facility. As a result, the Company's revolving credit facility ranks equally with the 6.25% unsecured senior notes. At December 31, 2014,2017 and 2016, the Company had no borrowings outstanding under this revolving credit facility. This facility replaced the Company's previous $300 million revolving credit facility and expires in August 2019.


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Alterra and Markel Bermuda are party to a secured credit facility (the senior credit facility), which expires on December 15, 2015. On August 1, 2014, the Company reduced the capacity of the senior credit facility from $900 million to $650 million. The senior credit facility provides for secured letters of credit to be issued for the account of Alterra, Markel Bermuda and certain other subsidiaries of Alterra and for loans to Alterra and Markel Bermuda. Loans under the senior credit facility are subject to a sublimit of $250 million. Subject to certain conditions and at the request of Alterra, the aggregate commitments of the lenders under the senior credit facility may be increased up to a total of $1.4 billion. The Company pays a fee of 0.40% for outstanding letters of credit under the senior credit facility and a commitment fee of 0.125% on the total unused portion of the senior credit facility. At December 31, 2014 and 2013, the Company had no borrowings outstanding under the senior credit facility. At December 31, 2014, $374.5 million of letters of credit were issued and outstanding under the senior credit facility.

At December 31, 2014,2017, the Company was in compliance with all covenants contained in its revolving credit facility and senior credit facility. To the extent that the Company is not in compliance with its covenants, the Company's access to thesethe revolving credit facilitiesfacility could be restricted.

The Company paid $125.8$141.3 million, $114.5$135.4 million and $92.9$127.0 million in interest on its senior long-term debt and other debt during the years ended December 31, 20142017, 20132016 and 20122015, respectively.


12. Shareholders' Equity

a)The Company had 50,000,000 shares of no par value common stock authorized of which 13,961,67513,903,526 shares and 13,985,62013,954,931 shares were issued and outstanding at December 31, 20142017 and 2013,2016, respectively. The Company also has 10,000,000 shares of no par value preferred stock authorized, none of which was issued or outstanding at December 31, 20142017 or 2013.2016.

The Company's Board of Directors has approved the repurchase of up to $300 million of common stock under a share repurchase program (the Program). Under the Program, the Company may repurchase outstanding shares of common stock from time to time, primarily through open-market transactions. The Program has no expiration date but may be terminated by the Board of Directors at any time. As of December 31, 2014,2017, the Company had repurchased 34,385183,735 shares of common stock at a cost of $20.5$158.0 million under the Program.

b)Net income per share was determined by dividing adjusted net income to shareholders by the applicable weighted average shares outstanding. Basic shares outstanding include restricted stock units that are no longer subject to any contingencies for issuance, but for which the corresponding shares have not been issued. Diluted net income per share is computed by dividing adjusted net income to shareholders by the weighted average number of common shares and dilutive potential common shares outstanding during the year. Average closing common stock market prices are used to calculate the dilutive effect attributable to restricted stock.

Years Ended December 31,Years Ended December 31,
(in thousands, except per share amounts)2014 2013 20122017 2016 2015
Net income to shareholders$321,182
 $281,021
 $253,385
$395,269
 $455,689
 $582,772
Adjustment of redeemable noncontrolling interests(8,186) 1,963
 (3,101)(33,738) (15,472) 4,144
Adjusted net income to shareholders$312,996
 $282,984
 $250,284
$361,531
 $440,217
 $586,916
          
Basic common shares outstanding13,984
 12,538
 9,640
13,964
 14,013
 13,978
Dilutive potential common shares from conversion of options11
 12
 6
1
 4
 9
Dilutive potential common shares from conversion of restricted stock62
 36
 20
41
 61
 74
Diluted shares outstanding14,057
 12,586
 9,666
14,006
 14,078
 14,061
Basic net income per share$22.38
 $22.57
 $25.96
$25.89
 $31.41
 $41.99
Diluted net income per share$22.27
 $22.48
 $25.89
$25.81
 $31.27
 $41.74

c)The Company's Employee Stock Purchase and Bonus Plan provides a method for employees and directors to purchase shares of the Company's common stock on the open market. The plan encourages share ownership by providing for the award of bonus shares to participants equal to 10% of the net increase in the number of shares owned under the plan in a given year, excluding shares acquired through the plan's loan program component. Under the loan program, the Company offers subsidized unsecured loans so participants may purchase shares and awards bonus shares equal to 5% of the shares purchased with a loan. In May 2016, the Company adopted the Markel Corporation 2016 Employee Stock Purchase and Bonus Plan which replaced the Company's prior Employee Stock Purchase and Bonus Plan. No shares have been issued under the prior Employee Stock Purchase and Bonus Plan since the effective date of the 2016 Employee Stock Purchase and Bonus Plan. The Company has authorized 100,000125,000 shares for purchase under this plan,the 2016 Employee Stock Purchase and Bonus Plan, of which 20,740113,690 and 33,454118,692 shares were available for purchase at as of December 31, 20142017 and 2013,2016, respectively. At December 31, 20142017 and 2013,2016, loans outstanding under the plan,plans, which are included in receivables on the consolidated balance sheets, totaled $15.0$18.5 million and $12.8$20.2 million,, respectively.

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d)In April 2012,May 2016, the Company adopted the 2016 Equity Incentive Compensation Plan (2016 Compensation Plan), which replaced the 2012 Equity Incentive Compensation Plan (2012 Compensation Plan), which replaced the Markel Corporation Omnibus Incentive Plan (Omnibus Incentive Plan). The 20122016 Compensation Plan provides for grants and awards of restricted stock, restricted stock units, performance grants, and other stock based awards to employees and non-employee directors and is administered by the Compensation Committee of the Company's Board of Directors (Compensation Committee). At December 31, 2014, there were 145,253 shares reserved for issuanceNo share-based awards have been issued under the 2012 Compensation Plan after the effective date of the 2016 Compensation Plan. At December 31, 2017, there were 235,137 shares available for future awards under the 2016 Compensation Plan.

Restricted stock units are awarded to certain associates and executive officers based upon meeting performance conditions determined by the Compensation Committee. These awards generally vest at the end of the third year following the year for which the Compensation Committee determines performance conditions have been met. At the end of the vesting period, recipients are entitled to receive one share of the Company's common stock for each vested restricted stock unit. During 2014,2017, the Company awarded 17,91711,339 restricted stock units to associates and executive officers based on performance conditions being met.

Restricted stock units also are awarded to associates and executive officers to assist the Company in securing or retaining the services of key employees. During 2014,2017, the Company awarded 8,950499 restricted stock units to associates and executive officers as a hiring or retention incentive. The restricted stock units had a grant-date fair value of $5.4$0.5 million. These awards generally vest over a three-year period and entitle the recipient to receive one share of the Company's common stock for each vested restricted stock unit.

During 2014,2017, the Company awarded 1,4131,050 shares of restricted stock to its non-employee directors. The shares awarded to non-employee directors will vest in 2015.2018, except for 105 shares that vested in 2017.

The following table summarizes nonvested share-based awards.
 
Number
of Awards
 
Weighted Average
Grant-Date
Fair Value
Nonvested awards at January 1, 201498,711
 $449.93
Granted28,280
 583.74
Vested(8,479) 491.51
Forfeited(380) 411.00
Nonvested awards at December 31, 2014118,132
 $479.11
 
Number
of Awards
 
Weighted Average
Grant-Date
Fair Value
Nonvested awards at January 1, 201765,618
 $634.71
Granted12,888
 979.23
Vested(46,988) 612.54
Nonvested awards at December 31, 201731,518
 $808.63

The fair value of the Company's share-based awards issuedgranted under the Omnibus Incentive2012 Compensation Plan and 2016 Compensation Plan was determined based on the averageclosing price of the Company's common shares on the grant date. The fair value of the Company's share-based awards grantedissued under the Markel Corporation Omnibus Incentive Plan, which preceded the 2012 Compensation Plan, iswas determined based on the closingaverage price of the Company's common shares on the grant date. The weighted average grant-date fair value of the Company's share-based awards granted in 2014, 20132017, 2016 and 20122015 was $583.74, $517.24$979.23, $878.03 and $412.04,$740.80, respectively. As of December 31, 2014,2017, unrecognized compensation cost related to nonvested share-based awards issued under the Omnibus Incentive Plan and 2012 Compensation plan was $22.8$7.8 million, which is expected to be recognized over a weighted average period of 2.21.5 years. The fair value of the Company's share-based awards that vested during 2014, 20132017, 2016 and 20122015 was $4.2$28.8 million, $2.5$29.8 million and $4.7$15.8 million, respectively.

e)In May 2013, in connection with the acquisition of Alterra, the Company issued 101,875 replacement options and 154,103 restricted stock awards to holders of Alterra options and restricted stock awards. The replacement options and restricted stock awards were issued under the terms and conditions of the Alterra Capital Holdings Limited 2008 Stock Incentive Plan, the Alterra Capital Holdings Limited 2006 Equity Incentive Plan and the Alterra Capital Holdings Limited 2000 Stock Incentive Plan (collectively, the Alterra Equity Award Plans). No further options or restricted stock awards are available for issuance under the Alterra Equity Award Plans.

The replacement options issued were fully vested and exercisable as of the Acquisition Date and had a weighted average exercise price of $398.96 and a grant-date fair value of $140.08, which was included in the acquisition consideration. The fair value of the options was estimated on the grant date using the Black-Scholes option pricing model. Assumptions used in the pricing model included an expected annual volatility of 19.04%, a risk-free rate of approximately 0.20% and an expected term of approximately two years. The expected annual volatility was based on the historical volatility of the Company's stock and other factors. The risk-free rate was based on the U.S. Treasury yield curve, with a remaining term equal to the expected term assumption at the grant date. The expected term of the options granted represents the period of time that the options were expected to be outstanding at the grant date.

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The following table summarizes additional information with respect to these options.
 
Number
of
Shares
 
Weighted
Average
Exercise Price
 
Weighted Average
Remaining
Contractual Term
(years)
 
Intrinsic Value
(in millions)
Outstanding and exercisable, January 1, 201435,941
 $412.39
    
Exercised13,636
 $413.06
    
Outstanding and exercisable, December 31, 201422,305
 $411.98
 1.7 $6.1

During 2014, 13,636 options were exercised under the Alterra Equity Award Plans, resulting in cash proceeds of $5.6 million and a current tax benefit of $0.8 million. The intrinsic value of options exercised in 2014 was $2.5 million. From the Acquisition Date through December 31, 2013, 65,934 options were exercised under the Alterra Equity Award Plans, resulting in cash proceeds of $24.3 million and a current tax benefit of $0.8 million. The intrinsic value of options exercised in 2013 was $9.4 million.

The replacement restricted stock awards issued by the Company had a grant date fair value of $81.6 million, or $529.59 per share. The awards were partially vested as of the Acquisition Date and had a weighted average remaining service period of approximately one year. As a result, $61.0 million was recognized as part of the Acquisition Consideration and $20.6 million is being recognized as compensation expense over the remaining service period of the awards. The fair value of the replacement restricted stock awards was determined based on the weighted average price of the Company's stock on April 30, 2013, the day preceding the Acquisition Date. The following table summarizes activity related to these nonvested restricted stock awards.

 
Number
of Awards
 
Weighted Average
Grant-Date
Fair Value
Nonvested awards at January 1, 201468,411
 $529.59
Vested(34,119) 529.59
Forfeited(377) 529.59
Nonvested awards at December 31, 201433,915
 $529.59

The Company recognized compensation expense totaling $3.9 million and $12.7 million for the years ended December 31, 2014 and 2013, respectively, related to these restricted stock awards. As of December 31, 2014, unrecognized compensation cost related to the nonvested restricted stock awards was $0.6 million, which is expected to be recognized over a weighted average period of less than one year. The fair value of the restricted stock awards that vested during 2014 and 2013 was $18.1 million and $41.3 million, respectively.

13. Other Comprehensive Income (Loss)

Other comprehensive income (loss) includes net holding gains (losses) arising during the period, changes in unrealized other-than-temporary impairment losses on fixed maturities arising during the period and reclassification adjustments for net gains included in net income.income. Other comprehensive income (loss) also includes changes in foreign currency translation adjustments and changes in net actuarial pension loss.


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The following table presents the change in accumulated other comprehensive income by component, net of taxes and noncontrolling interests.

(dollars in thousands)
Unrealized
Holding Gains
on Available-for-
Sale Securities
 
Foreign
Currency
 
Net Actuarial
Pension Loss
 Total
Unrealized
Holding Gains
on Available-for-
Sale Securities
 
Foreign
Currency
 
Net Actuarial
Pension Loss
 Total
December 31, 2011$704,719
 $(2,614) $(41,185) $660,920
December 31, 2014$1,793,254
 $(43,491) $(45,206) $1,704,557
Other comprehensive loss before reclassifications(240,010) (29,205) (2,482) (271,697)
Amounts reclassified from accumulated other comprehensive income(80,482) 
 2,130
 (78,352)
Total other comprehensive loss(320,492) (29,205) (352) (350,049)
December 31, 2015$1,472,762
 $(72,696) $(45,558) $1,354,508
Other comprehensive income (loss) before reclassifications275,696
 (11,710) (20,700) 243,286
Amounts reclassified from accumulated other comprehensive income(33,528) 
 1,600
 (31,928)
Total other comprehensive income (loss)242,168
 (11,710) (19,100) 211,358
December 31, 2016$1,714,930
 $(84,406) $(64,658) $1,565,866
Other comprehensive income before reclassifications266,265
 1,539
 4,670
 272,474
787,339
 10,403
 3,092
 800,834
Amounts reclassified from accumulated other comprehensive income(24,051) 
 1,994
 (22,057)(24,296) 
 3,167
 (21,129)
Total other comprehensive income242,214
 1,539
 6,664
 250,417
763,043
 10,403
 6,259
 779,705
December 31, 2012$946,933
 $(1,075) $(34,521) $911,337
Other comprehensive income (loss) before reclassifications225,404
 (10,171) 2,517
 217,750
Amounts reclassified from accumulated other comprehensive income(40,830) 
 1,548
 (39,282)
Total other comprehensive income (loss)184,574
 (10,171) 4,065
 178,468
December 31, 2013$1,131,507
 $(11,246) $(30,456) $1,089,805
Other comprehensive income (loss) before reclassifications687,908
 (32,245) (16,516) 639,147
Amounts reclassified from accumulated other comprehensive income(26,161) 
 1,766
 (24,395)
Total other comprehensive income (loss)661,747
 (32,245) (14,750) 614,752
December 31, 2014$1,793,254
 $(43,491) $(45,206) $1,704,557
December 31, 2017$2,477,973
 $(74,003) $(58,399) $2,345,571

The following table summarizes the tax expense (benefit) associated with each component of other comprehensive income.income (loss).

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Change in net unrealized gains on investments:          
Net holding gains arising during the period$328,564
 $93,837
 $122,524
Net holding gains (losses) arising during the period$372,469
 $112,399
 $(107,860)
Change in unrealized other-than-temporary impairment losses on fixed maturities arising during the period614
 (34) (49)
 6
 35
Reclassification adjustments for net gains included in net income(9,890) (16,382) (10,881)(10,072) (12,462) (29,267)
Change in net unrealized gains on investments319,288
 77,421
 111,594
Change in net unrealized gains (losses) on investments362,397
 99,943
 (137,092)
Change in foreign currency translation adjustments1,918
 (1,619) (446)28
 1,037
 408
Change in net actuarial pension loss(3,687) 1,015
 1,991
1,284
 (4,192) (88)
Total$317,519
 $76,817
 $113,139
$363,709
 $96,788
 $(136,772)


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The following table presents the details of amounts reclassified from accumulated other comprehensive income into income, by component.
Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Unrealized holding gains on available-for-sale securities:          
Other-than-temporary impairment losses$(4,784) $(4,706) $(12,078)$(7,589) $(18,355) $(44,481)
Net realized investment gains, excluding other-than-temporary impairment losses40,835
 61,918
 47,010
41,957
 64,345
 154,230
Total before taxes36,051
 57,212
 34,932
34,368
 45,990
 109,749
Income taxes(9,890) (16,382) (10,881)(10,072) (12,462) (29,267)
Reclassification of unrealized holding gains, net of taxes$26,161
 $40,830
 $24,051
$24,296
 $33,528
 $80,482
          
Net actuarial pension loss:          
Underwriting, acquisition and insurance expenses$(2,084) $(1,934) $(2,590)$(3,815) $(1,951) $(2,662)
Income taxes318
 386
 596
648
 351
 532
Reclassification of net actuarial pension loss, net of taxes$(1,766) $(1,548) $(1,994)$(3,167) $(1,600) $(2,130)

14. Fair Value Measurements

FASB ASC 820-10, Fair Value Measurements and Disclosures, establishes a three-level hierarchy that prioritizes the inputs to valuation techniques used to measure fair value. The fair value hierarchy gives the highest priority to quoted prices in active markets for identical assets or liabilities (Level 1) and the lowest priority to unobservable inputs (Level 3). If the inputs used to measure the assets or liabilities fall within different levels of the hierarchy, the classification is based on the lowest level input that is significant to the fair value measurement of the asset or liability.

Classification of assets and liabilities within the hierarchy considers the markets in which the assets and liabilities are traded and the reliability and transparency of the assumptions used to determine fair value. The hierarchy requires the use of observable market data when available. The levels of the hierarchy are defined as follows:

Level 1 - Inputs to the valuation methodology are quoted prices (unadjusted) for identical assets or liabilities traded in active markets.

Level 2 - Inputs to the valuation methodology include quoted prices for similar assets or liabilities in active markets, quoted prices for identical or similar assets or liabilities in markets that are not active, inputs other than quoted prices that are observable for the asset or liability and market-corroborated inputs.

Level 3 - Inputs to the valuation methodology are unobservable for the asset or liability and are significant to the fair value measurement.

In accordance with FASB ASC 820, the Company determines fair value based on the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. In determining fair value, the Company uses various methods, including the market, income and cost approaches. The Company uses valuation techniques that maximize the use of observable inputs and minimize the use of unobservable inputs. The following section describes the valuation methodologies used by the Company to measure assets and liabilities at fair value, including an indication of the level within the fair value hierarchy in which each asset or liability is generally classified.


64


Investments available-for-sale. Investments available-for-sale are recorded at fair value on a recurring basis and include fixed maturities, equity securities and short-term investments. Short-term investments include certificates of deposit, commercial paper, discount notes and treasury bills with original maturities of one year or less. Fair value for investments available-for-sale is determined by the Company after considering various sources of information, including information provided by a third party pricing service. The pricing service provides prices for substantially all of the Company's fixed maturities and equity securities. In determining fair value, the Company generally does not adjust the prices obtained from the pricing service. The Company obtains an understanding of the pricing service's valuation methodologies and related inputs, which include, but are not limited to, reported trades, benchmark yields, issuer spreads, bids, offers, duration, credit ratings, estimated cash flows and prepayment speeds. The Company validates prices provided by the pricing service by reviewing prices from other pricing sources and analyzing pricing data in certain instances.

The Company has evaluated the various types of securities in its investment portfolio to determine an appropriate fair value hierarchy level based upon trading activity and the observability of market inputs. Level 1 investments include those traded on an active exchange, such as the New York Stock Exchange. Level 2 investments include U.S. Treasury securities, and obligations of U.S. government agencies,government-sponsored enterprises, municipal bonds, foreign government bonds, commercial mortgage-backed securities, residential mortgage-backed securities, asset-backed securities and corporate debt securities. Level 3 investments include the Company's investments in insurance-linked securities funds (the ILS Funds), as further described in note 17, that are not traded on an active exchange and are valued using unobservable inputs.

Fair value for investments available-for-sale is measured based upon quoted prices in active markets, if available. Due to variations in trading volumes and the lack of quoted market prices, fixed maturities are classified as Level 2 investments. The fair value of fixed maturities is normally derived through recent reported trades for identical or similar securities, making adjustments through the reporting date based upon available market observable data described above. If there are no recent reported trades, the fair value of fixed maturities may be derived through the use of matrix pricing or model processes, where future cash flow expectations are developed based upon collateral performance and discounted at an estimated market rate. Significant inputs used to determine the fair value of obligations of states, municipalities and political subdivisions, corporate bonds and obligations of foreign governments include reported trades, benchmark yields, issuer spreads, bids, offers, credit information and estimated cash flows. Significant inputs used to determine the fair value of commercial mortgage-backed securities, residential mortgage-backed securities and asset-backed securities include the type of underlying assets, benchmark yields, prepayment speeds, collateral information, tranche type and volatility, estimated cash flows, credit information, default rates, recovery rates, issuer spreads and the year of issue.

Derivatives. Derivatives are recorded at fair value on a recurring basis and, prior to its scheduled termination in December 2014, included a credit default swap. The fair value of the credit default swap was measured by the Company using an external valuation model with any changes in fair value recorded in net investment income. Due to the significance of unobservable inputs required in measuring the fair value of the credit default swap,Company's investments in the credit default swap wasILS Funds, these investments are classified as Level 3 within the fair value hierarchy. AsChanges in fair value of December 31, 2013,the ILS Funds are included in net realized gains (losses) in net income. The fair value of the securities are derived using their reported net asset value (NAV) as the primary input, as well as other observable and unobservable inputs as deemed necessary by management. Management has obtained an understanding of the inputs, assumptions, process, and controls used to determine NAV, which is calculated by an independent third party. Unobservable inputs to the NAV calculations include assumptions around premium earnings patterns and loss reserve estimates for the underlying securitized reinsurance contracts in which the ILS Funds invest. Significant unobservable inputs used in the valuation of these investments include an adjustment to include the fair value of the credit default swapequity that was includedissued by one of the ILS Funds in other liabilities on the consolidated balance sheet. Net investment income in 2014, 2013 and 2012 included favorable changesexchange for notes receivable, rather than cash, which is excluded from NAV. The Company's investments in the ILS Funds are redeemable annually as of January 1st of each calendar year.

The Company's valuation policies and procedures for Level 3 investments are determined by management. Fair value measurements are analyzed quarterly to ensure the change in fair value from prior periods is reasonable relative to management's understanding of the credit default swapunderlying investments, recent market trends and external market data, which includes the price of $2.2 million, $10.5 milliona comparable security and $16.6 million, respectively. The Company had no other material derivative instruments at December 31, 2014 or 2013.an insurance-linked security index.

Senior long-term debt and other debt. Senior long-term debt and other debt is carried at amortized cost with the estimated fair value disclosed on the consolidated balance sheets. Senior long-term debt and other debt is classified as Level 2 within the fair value hierarchy due to variations in trading volumes and the lack of quoted market prices. Fair value for senior long-term debt and other debt is generally derived through recent reported trades for identical securities, making adjustments through the reporting date, if necessary, based upon available market observable data including U.S. Treasury securities and implied credit spreads. Significant inputs used to determine the fair value of senior long-term debt and other debt include reported trades, benchmark yields, issuer spreads, bids and offers.


65


The following tables present the balances of assets and liabilities measured at fair value on a recurring basis by level within the fair value hierarchy.

December 31, 2014December 31, 2017
(dollars in thousands)Level 1 Level 2 Level 3 TotalLevel 1 Level 2 Level 3 Total
Assets:              
Investments available-for-sale:              
Fixed maturities:              
U.S. Treasury securities and obligations of U.S. government agencies$
 $673,262
 $
 $673,262
U.S. Treasury securities$
 $160,613
 $
 $160,613
U.S. government-sponsored enterprises
 363,520
 
 363,520
Obligations of states, municipalities and political subdivisions
 4,317,547
 
 4,317,547

 4,566,562
 
 4,566,562
Foreign governments
 1,611,921
 
 1,611,921

 1,489,228
 
 1,489,228
Commercial mortgage-backed securities
 430,627
 
 430,627

 1,234,326
 
 1,234,326
Residential mortgage-backed securities
 982,847
 
 982,847

 856,168
 
 856,168
Asset-backed securities
 99,490
 
 99,490

 34,728
 
 34,728
Corporate bonds
 2,307,188
 
 2,307,188

 1,235,525
 
 1,235,525
Total fixed maturities
 10,422,882
 
 10,422,882

 9,940,670
 
 9,940,670
Equity securities:              
Insurance, banks and other financial institutions1,311,925
 
 
 1,311,925
1,934,224
 
 168,809
 2,103,033
Industrial, consumer and all other2,825,651
 
 
 2,825,651
3,864,814
 
 
 3,864,814
Total equity securities4,137,576
 
 
 4,137,576
5,799,038
 
 168,809
 5,967,847
Short-term investments1,469,975
 124,874
 
 1,594,849
2,065,749
 95,225
 
 2,160,974
Total investments available-for-sale$5,607,551
 $10,547,756
 $
 $16,155,307
$7,864,787
 $10,035,895
 $168,809
 $18,069,491

December 31, 2013December 31, 2016
(dollars in thousands)Level 1 Level 2 Level 3 TotalLevel 1 Level 2 Level 3 Total
Assets:              
Investments available-for-sale:              
Fixed maturities:              
U.S. Treasury securities and obligations of U.S. government agencies$
 $1,194,231
 $
 $1,194,231
U.S. Treasury securities$
 $258,584
 $
 $258,584
U.S. government-sponsored enterprises
 423,212
 
 423,212
Obligations of states, municipalities and political subdivisions
 3,075,715
 
 3,075,715

 4,428,205
 
 4,428,205
Foreign governments
 1,461,054
 
 1,461,054

 1,463,462
 
 1,463,462
Commercial mortgage-backed securities
 367,821
 
 367,821

 1,040,356
 
 1,040,356
Residential mortgage-backed securities
 870,248
 
 870,248

 790,946
 
 790,946
Asset-backed securities
 188,289
 
 188,289

 27,338
 
 27,338
Corporate bonds
 2,985,178
 
 2,985,178

 1,459,407
 
 1,459,407
Total fixed maturities
 10,142,536
 
 10,142,536

 9,891,510
 
 9,891,510
Equity securities:              
Insurance, banks and other financial institutions1,015,083
 
 
 1,015,083
1,506,607
 
 191,203
 1,697,810
Industrial, consumer and all other2,236,715
 
 
 2,236,715
3,048,031
 
 
 3,048,031
Total equity securities3,251,798
 
 
 3,251,798
4,554,638
 
 191,203
 4,745,841
Short-term investments1,312,561
 139,727
 
 1,452,288
2,255,898
 80,253
 
 2,336,151
Total investments available-for-sale$4,564,359
 $10,282,263
 $
 $14,846,622
$6,810,536
 $9,971,763
 $191,203
 $16,973,502
Liabilities:       
Derivative contracts$
 $
 $2,230
 $2,230


The following table summarizes changes in Level 3 investments measured at fair value on a recurring basis.

(dollars in thousands)2017 2016
Equity securities, beginning of period$191,203
 $
Purchases56,250
 195,250
Sales(26,674) (25,000)
Total gains (losses) included in:   
Net income (loss)(51,970) 20,953
Other comprehensive income
 
Transfers into Level 3
 
Transfers out of Level 3
 
Equity securities, end of period$168,809
 $191,203
Net unrealized gains (losses) included in net income relating to assets held at December 31, 2017 and 2016 (1)
$(51,970) $20,953
(1)Included in net realized investment gains (losses) in the consolidated statements of income and comprehensive income.

Net realized investment losses for the year ended December 31, 2017 included losses of $52.0 million on the Company's investment in the ILS Funds as a result of a decrease in the NAV of the ILS Funds.

There were no transfers into or out of Level 1 and Level 2 during 20142017 or 20132016.

Except as disclosed in note 2, the Company did not have other any assets or liabilities measured at fair value on a non-recurring basis during the years ended December 31, 20142017 and 2013.2016.


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15. Reinsurance

The Company usesIn reinsurance and retrocessional reinsurance to manage its net retention on individual risks and overall exposure to losses while providing it with the ability to offer policies with sufficient limits to meet policyholder needs. Historically, the Company's products were written with limits that did not require significant reinsurance. Following the acquisition of Alterra, the Company has certain insurance and reinsurance products that use higher levels of reinsurance. In a reinsurance transaction,retrocession transactions, an insurance company transfers, or cedes, all or part of its exposure in return for a portion of the premium. In a retrocessional reinsurance transaction, a reinsurance company transfers, or cedes, all or part of its exposure in return for a portion of the premium. The ceding of insurance does not legally discharge the Company from its primary liability for the full amount of the policies, and the Company will be required to pay the loss and bear collection risk if the reinsurer fails to meet its obligations under the reinsurance or retrocessional agreement.

A credit risk exists with ceded reinsurance to the extent that any reinsurer is unable to meet the obligations assumed under the reinsurance or retrocessional contracts. Allowances are established for amounts deemed uncollectible.

Within its underwriting operations, the Company uses reinsurance and retrocessional reinsurance to manage its net retention on individual risks and overall exposure to losses while providing it with the ability to offer policies with sufficient limits to meet policyholder needs. The Company evaluates the financial condition of its reinsurers and monitors concentration of credit risk arising from its exposure to individual reinsurers. At December 31, 2014 and 2013, balances recoverable from the Company's ten largest reinsurers, by group, represented approximately 63% and 62%, respectively, of the reinsurance recoverable on paid and unpaid losses, before considering reinsurance allowances. At December 31, 2014, the Company's largest reinsurance balance was due from the Fairfax Financial Group and represented 10% of the reinsurance recoverable on paid and unpaid losses, before considering reinsurance allowances.

To further reduce credit exposure to reinsurance recoverable balances, the Company has received collateral, including letters of credit and trust accounts, from certain reinsurers. Collateral related to these reinsurance agreements is available, without restriction, when the Company pays losses covered by the reinsurance agreements.

Within the Company's underwriting operations, at December 31, 2017 and 2016, balances recoverable from the ten largest reinsurers, by group, represented 61% and 67%, respectively, of the reinsurance recoverable on paid and unpaid losses, before considering reinsurance allowances and collateral. At December 31, 2017, the largest reinsurance balance was due from Fairfax Financial Group and represented 10% of the reinsurance recoverable on paid and unpaid losses, before considering reinsurance allowances and collateral.

Within the Company's program services business, acquired as a part of the State National acquisition in November 2017, the Company generally enters into 100% quota share reinsurance agreements whereby the Company cedes to the capacity provider (reinsurer) substantially all of its gross liability under all policies issued by and on behalf of the Company by the GA. The Company remains exposed to the credit risk of the reinsurer, or the risk that one of its reinsurers becomes insolvent or otherwise unable or unwilling to pay policyholder claims. This credit risk is generally mitigated by either selecting well capitalized, highly rated authorized capacity providers or requiring that the capacity provider post substantial collateral to secure the reinsured risks.


Within the Company's program services business, at December 31, 2017, balances recoverable from the ten largest reinsurers, by group, represented 79% of the reinsurance recoverable on paid and unpaid losses, before considering reinsurance allowances and collateral. At December 31, 2017, the largest reinsurance balance was due from Fosun International Holdings, Ltd and represented 25% of the reinsurance recoverable on paid and unpaid losses, before considering reinsurance allowances and collateral.

The following table summarizes the Company's reinsurance allowance for doubtful accounts.accounts, all of which is attributable to the Company's underwriting operations.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Reinsurance allowance, beginning of year$76,210
 $71,148
 $69,067
$36,770
 $59,350
 $59,813
Additions10,316
 13,621
 24,179
2,669
 980
 5,897
Deductions(26,713) (8,559) (22,098)(5,464) (23,560) (6,360)
Reinsurance allowance, end of year$59,813
 $76,210
 $71,148
$33,975
 $36,770
 $59,350

Management believes the Company's reinsurance allowance for doubtful accounts is adequate at December 31, 20142017; however, the deterioration in the credit quality of existing reinsurers or disputes over reinsurance and retrocessional contracts could result in additional charges.

The following table summarizes the effect of reinsurance and retrocessional reinsurance on consolidated premiums written and earned.

Years Ended December 31,Years Ended December 31,
2014 2013 20122017 2016 2015
(dollars in thousands)Written Earned Written Earned Written EarnedWritten Earned Written Earned Written Earned
Direct(1)$3,478,273
 $3,443,912
 $3,143,957
 $2,947,812
 $2,115,353
 $2,057,735
$4,172,467
 $4,068,622
 $3,560,635
 $3,506,687
 $3,474,510
 $3,480,297
Assumed(1)1,327,240
 1,298,371
 776,269
 1,016,853
 398,328
 376,186
1,334,493
 1,287,395
 1,236,010
 1,176,205
 1,158,402
 1,194,772
Ceded(1)(888,498) (901,371) (683,543) (733,049) (299,555) (286,793)(1,089,173) (1,108,039) (795,625) (817,022) (813,619) (851,537)
Net premiums$3,917,015
 $3,840,912
 $3,236,683
 $3,231,616
 $2,214,126
 $2,147,128
$4,417,787
 $4,247,978
 $4,001,020
 $3,865,870
 $3,819,293
 $3,823,532
(1)
Written premium includes $252.9 million, $1.0 million and $253.9 million of direct, assumed and ceded premium, respectively, in the Company's program services business in 2017. Earned premium includes $291.3 million, $1.4 million and $292.7 million of direct, assumed and ceded premium, respectively, in the Company's program services business in 2017.

Incurred lossesAll of the premium written and loss adjustment expenses were net of reinsurance recoverables (ceded incurred losses and loss adjustment expenses) of $423.1 million, $269.4 million and $165.8 millionearned in the Company's program services business for the years ended year-ended December 31, 2014, 2013 and 2012, respectively.


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2017 was ceded to third parties. The percentage of ceded earned premiums to gross earned premiums was 19%21%, 18%17% and 12%18% for the years ended December 31, 2014, 20132017, 2016 and 2012,2015, respectively. The percentage of assumed earned premiums to net earned premiums was 34%30%, 31%30% and 18%31% for the years ended December 31, 2014, 20132017, 2016 and 2012,2015, respectively.

All of the incurred losses and loss adjustment expenses in the Company's program services business, which totaled $286.1 million were ceded to third parties. Incurred losses and loss adjustment expenses for the Company's underwriting operations were net of ceded incurred losses and loss adjustment expenses of $856.8 million, $362.0 million and $330.7 million for the years ended December 31, 2017, 2016 and 2015, respectively. Ceded incurred losses and loss adjustment expenses in 2017 included ceded losses on the 2017 Catastrophes of $490.3 million.

See note 9 for information regarding two retroactive reinsurance transactions completed during 2015 to cede portfolios of policies primarily comprised of liabilities arising from A&E exposures.

16. Commitments and Contingencies

a)The Company leases substantially all of its facilities and certain furniture and equipment under noncancelable operating leases with remaining terms up to 2017 years.

The following table summarizes the Company's minimum annual rental commitments, excluding taxes, insurance and other operating costs payable directly by the Company, for noncancelable operating leases at December 31, 20142017.

Years Ending December 31,
(dollars in
thousands)
(dollars in
thousands)
2015$28,434
201623,636
201728,124
201826,549
$53,398
201925,169
44,820
2020 and thereafter151,000
202037,166
202133,567
202230,356
2023 and thereafter112,415
Total$282,912
$311,722

Rental expense was $42.7$44.6 million, $35.3$40.2 million and $28.144.3 million for the years ended December 31, 2014, 20132017, 2016 and 2012,2015, respectively.

b)ContingenciesIn October 2010, the Company completed its acquisition of Aspen Holdings, Inc. (Aspen). As part of the consideration for that acquisition, Aspen shareholders received contingent value rights (CVRs), which are currently expected to result in the payment of additional cash consideration to CVR holders. Absent the litigation described below, the final amount to be paid to CVR holders would be determined after December 31, 2017, the CVR maturity date, based on, among other things, adjustments for the development of pre-acquisition loss reserves and loss sensitive profit commissions.

The CVR holder representative, Thomas Yeransian, has disputed the Company's estimation of the value of the CVRs. On September 15, 2016, Mr. Yeransian filed a suit alleging, among other things, that the Company is in default under the CVR agreement. The holder representative seeks: $47.3 million in damages, which represents the unadjusted value of the CVRs; plus interest ($11.6 million through December 31, 2017) and default interest (up to an additional $10.1 million through December 31, 2017, depending on the date any default occurred); and an unspecified amount of punitive damages, costs, and attorneys’ fees.

At the initial hearing held February 21, 2017, the court stayed the proceedings and ordered the parties to discuss resolving the dispute pursuant to the independent CVR valuation procedure under the CVR agreement. The parties met on April 5, 2017, but were unsuccessful in reaching agreement on a process for resolving the dispute. The Company subsequently filed a motion to stay the litigation and compel arbitration, and, on July 31, 2017, the court issued an order granting that motion. Mr. Yeransian has filed a motion requesting that the court reconsider that order.
Management believes the holder representative’s suit to be without merit and will vigorously defend against it. Further, management believes that any material loss resulting from the holder representative’s suit to be remote and that the contractual contingent consideration payments related to the CVRs will not have a material impact on the Company's liquidity.
In addition, contingencies arise in the normal course of the Company's operations and are not expected to have a material impact on the Company's financial condition or results of operations.

17. Variable Interest Entities

In December 2015, the Company formed MCIM, a wholly owned consolidated subsidiary. MCIM is an insurance-linked securities investment fund manager and insurance manager headquartered in Bermuda. Results attributable to MCIM are included with the Company's other operations, which are not included in a reportable segment.

In December 2015, the Company also formed a mutual fund company and reinsurance company, both of which were organized under Bermuda law and are managed by MCIM. The mutual fund company issues multiple classes of nonvoting, redeemable preference shares to investors through its funds (the Funds) and the Funds are primarily invested in nonvoting shares of the reinsurance company. The underwriting results of the reinsurance company are attributed to the Funds through the issuance of nonvoting preference shares.


The Funds and the reinsurance company are considered VIEs, as their preference shareholders have no voting rights. MCIM has the power to direct the activities that most significantly impact the economic performance of these entities, but does not have a variable interest in any of the entities. Except as described below, the Company is not the primary beneficiary of the Funds or the reinsurance company, as the Company's involvement is generally limited to that of an investment or insurance manager, receiving fees that are at market and commensurate with the level of effort required. Investment management fees earned by the Company from unconsolidated Funds were $28.7 million and $56.5 millionfor the years endedDecember 31, 2017 and 2016, respectively. The Company is the sole investor in one of the Funds, the Markel Diversified Fund, and consolidates that fund as its primary beneficiary.

As of December 31, 2017, total assets of the Markel Diversified Fund were $170.3 million and total liabilities were $62.7 million. As of December 31, 2016, total assets of the Markel Diversified Fund were $166.8 million and total liabilities were $64.6 million. The assets of the Markel Diversified Fund are available for use only by the Markel Diversified Fund, and are not available for use by the Company. Total assets of the Markel Diversified Fund include an investment in one of the unconsolidated Funds totaling $168.2 million as of December 31, 2017 and $165.1 million as of December 31, 2016, which represents 7% of the outstanding preference shares of that fund as of December 31, 2017 and 6% as of December 31, 2016. This investment is included in equity securities (available-for-sale) on the Company's consolidated balance sheet. Total liabilities of the Markel Diversified Fund for both periods includes a $62.5 million note payable delivered as part of the consideration provided for its investment. This note payable is included in senior long-term debt and other debt on the Company's consolidated balance sheet. Other than the note payable, any liabilities held by the Markel Diversified Fund have no recourse to the Company's general credit.

The Company also holds an investment in CATCo Reinsurance Opportunities Fund Ltd. (CROF), a limited liability closed-end fund listed on the London and Bermuda Stock Exchanges, which is not a VIE. This investment is included in equity securities (available-for-sale) on the Company's consolidated balance sheet. CROF is managed by MCIM and invests substantially all of its assets in one of the unconsolidated Funds. At December 31, 2017 and 2016, the fair value of the Company's investment in CROF was $20.5 million and $26.3 million, respectively.

The Company's exposure to risk from the unconsolidated Funds and reinsurance company is generally limited to its investment and any earned but uncollected fees. The Company has not issued any investment performance guarantees to these VIEs or their investors. As of December 31, 2017, total investment and insurance assets under management of MCIM for unconsolidated VIEs were $6.0 billion, which includes funds held that will be used to settle claims for incurred losses.

17.18. Related Party Transactions

The Company engages in certain related party transactions in the normal course of business. These transactions are at arm's length and are not material to the Company's consolidated financial statements. See note 17 for a discussion of the Company's related party transactions with unconsolidated VIEs.

18.19. Statutory Financial Information

a) Statutory capital and surplus and statutory net income (loss) for the Company's wholly-owned insurance subsidiaries as of December 31, 20142017 and 20132016 and for the years ended December 31, 2014, 20132017, 2016 and 2012,2015, respectively, is summarized below.

Statutory Capital and Surplus      
      
(dollars in thousands)2014 20132017 2016
United States$2,619,001
 $2,396,530
$3,334,303
 $2,761,454
United Kingdom$604,564
 $510,426
$642,418
 $670,030
Bermuda$1,890,920
 $1,503,004
$1,774,012
 $2,189,649
Other$177,738
 $172,447
$24,544
 $24,726

As of December 31, 2014,2017, the amount of statutory capital and surplus necessary to satisfy regulatory requirements is not significant in relation to actual statutory capital and surplus.


68


Statutory Net Income (Loss)          
Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
United States$212,909
 $235,009
 $127,179
$312,828
 $249,176
 $291,783
United Kingdom$70,632
 $109,983
 $82,573
$(25,785) $78,033
 $74,330
Bermuda$162,809
 $249,772
 N/A
$(83,445) $132,442
 $185,289
Other$1,271
 $(12,617) N/A
$127
 $(965) $(3,181)

The Solvency II Directive that governs the calculation of statutory capital and surplus for the Company's United Kingdom insurance subsidiary does not provide requirements for the calculation of net income. Amounts presented in the table above have been calculated in accordance with United Kingdom GAAP.

United States

The laws of the domicile states of the Company's U.S. insurance subsidiaries govern the amount of dividends that may be paid to the Company. Generally, statutes in the domicile states of the Company's U.S. insurance subsidiaries require prior approval for payment of extraordinary, as opposed to ordinary, dividends. At December 31, 2014,2017, the Company's U.S. insurance subsidiaries could pay up to $310.6$436.4 million to the Company during the following 12 months under the ordinary dividend regulations.

In converting from U.S. statutory accounting principles to U.S. GAAP, typical adjustments include deferral of policy acquisition costs, differences in the calculation of deferred income taxes and the inclusion of net unrealized gains or losses relating to fixed maturities in shareholders' equity. The Company does not use any permitted statutory accounting practices that are different from prescribed statutory accounting practices which impact statutory capital and surplus.

United Kingdom

The Company's United Kingdom insurance subsidiary, Markel International Insurance Company Limited (MIICL), and its Lloyd's managing agent, Markel Syndicate Management Limited (MSM), are authorized by the Prudential Regulation Authority (PRA) and regulated by both the PRA and the Financial Conduct Authority (FCA). The PRA oversees compliance with established periodic auditing and reporting requirements, minimum solvency margins and individual capital assessment requirements under the Solvency II Directive and imposes dividend restrictions, while both the PRA and the FCA oversee compliance with risk assessment reviews and various other requirements. Markel International Insurance Company Limited (MIICL)MIICL is required to give 14 days advance notice to the PRA for any dividends from MIICL. Markel Syndicate Management Limited, the managing agent of the Company's syndicate at Lloyd's,MIICL and any transaction or proposed transaction with a connected or related person. MSM is required to satisfy the solvency requirements of Lloyd's. In addition, the Company's United Kingdom subsidiaries must comply with the United Kingdom Companies Act of 2006, which provides that dividends may only be paid out of profits available for that purpose. As of December 31, 2014,2017, earnings of the Company's United Kingdom subsidiaries, to the extent not previously taxed in the United States, are considered reinvested indefinitely for U.S. income tax purposes and will not be made available for distributions to the holding company. See note 8 for further discussion of the effect of U.S. income tax regulations on the Company's foreign subsidiaries.

Bermuda

The Company's Bermuda insurance subsidiary, Markel Bermuda Limited (Markel Bermuda), is subject to enhanced capital requirements in addition to minimum solvency and liquidity requirements. The enhanced capital requirement is determined by reference to a risk-based capital model that determines a control threshold for statutory capital and surplus by taking into account the risk characteristics of different aspects of the insurer's business. At December 31, 2014,2017, Markel Bermuda satisfied both the enhanced capital requirements and the minimum solvency and liquidity requirements.


Under the Bermuda Insurance Act, Markel Bermuda is prohibited from paying or declaring dividends during a fiscal year if it is in breach of its enhanced capital requirement, solvency margin or minimum liquidity ratio or if the declaration or payment of the dividend would cause a breach.breach of those requirements. If an insurer fails to meet its solvency margin or minimum liquidity ratio on the last day of any financial year, it is prohibited from declaring or paying any dividends during the next financial year without the approval of the Bermuda Monetary Authority (BMA). Further, Markel Bermuda is prohibited from declaring or paying, in any financial year, dividends of more than 25% of its total statutory capital and surplus as set forth in its previous year's statutory balance sheet unless at least seven days before payment of those dividends it files with the BMA an affidavit stating that it will continue to meet its solvency margin and minimum liquidity ratio. Markel Bermuda must obtain the BMA's prior approval for a reduction by 15% or more of the total statutory capital as set forth in its previous year's financial statements. In addition, as a long-term insurer, Markel Bermuda may not declare or pay a dividend to any person other than a policyholder unless the value of the assets in its long-term business fund, as certified by Markel Bermuda's approved actuary, exceeds the liabilities of its long-term business by thebusiness. The amount of the dividend cannot exceed the aggregate of that excess and at leastany other funds legally available for the prescribed minimum solvency margin.payment of the dividend. As of December 31, 2014,2017, Markel Bermuda could pay up to $472.7$443.5 million during the following 12 months without making any additional filings with the BMA.

69


Other Jurisdictions
The Company's other foreign subsidiaries are subject to capital and solvency requirements in their respective jurisdictions of domicile that govern their ability to declare and pay dividends. As of December 31, 2014,2017, earnings of ourthe Company's foreign subsidiaries, to the extent not previously taxed in the United States, are considered reinvested indefinitely for U.S. income tax purposes and will not be made available for distributions to the holding company.

b)    Lloyd's sets the corporate members' required capital annually based on each syndicates' business plans, rating environment, reserving environment and input arising from Lloyd's discussions with, inter alia, regulatory and rating agencies. Such required capital is referred to as Funds at Lloyd's (FAL), and comprises cash and investments. The amount of cash and investments held as FAL as of December 31, 20142017 was $784.6was $868.0 million. The amount which the Company provides as FAL is not available for distribution to the holding company. The Company's corporatecorporate members may also be required to maintain funds under the control of Lloyd's in excess of their capital requirements and such funds also may not be available for distribution to the holding company.

19.
20. Segment Reporting Disclosures

In conjunction with the continued integration of Alterra into the Company's insurance operations, during the first quarter of 2014, the Company changed the way it aggregates and monitors its ongoing underwriting results. Effective January 1, 2014, theThe Company monitors and reports its ongoing underwriting operations in the following three segments: U.S. Insurance, International Insurance and Reinsurance. In determining how to aggregate and monitor its underwriting results, the Company considers many factors, including the geographic location and regulatory environment of the insurance entity underwriting the risk, the nature of the insurance product sold, the type of account written and the type of customer served. The U.S. Insurance segment includes all direct business and facultative reinsurance placements written by the Company's insurance subsidiaries domiciled in the United States. The International Insurance segment includes all direct business and facultative reinsurance placements written by the Company's insurance subsidiaries domiciled outside of the United States, including the Company's syndicate at Lloyd's.Lloyd's of London. The Reinsurance segment includes all treaty reinsurance written across the Company. Results for lines of business discontinued prior to, or in conjunction with, acquisitions, including the results attributable to the run-off of life and annuity reinsurance business, previously written by Alterra, are reported in the Other Insurance (Discontinued Lines) segment. All investing activities related to the Company's insurance operations are included in the Investing segment.

The Company'sIn addition to it's underwriting operations, the Company also has various other insurance-related and non-insurance operations. These other operations include itsthe Company's Markel Ventures operations, which primarily consist of controlling interests in various industrial and service businesses.businesses that operate outside of the specialty insurance marketplace. The Company's non-insuranceother operations also include the results of the Company's legal and professional consulting services, which wereand, effective December 8, 2015, the results of the Company's investment management services attributable to MCIM. Effective November 17, 2017, the Company's other operations also include the results of the program services business acquired throughas part of the acquisition of Abbey in January 2014.State National transaction. For purposes of segment reporting, while presented separately in the Company's non-insurancesegment disclosures, none of these other operations are not considered to be a reportable segment.

The following table summarizes the Company's gross written premiums by country. Gross written premiums are attributed to individual countries based upon location of risk.risk or cedent.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 
% of
Total
 2013 
% of
Total
 2012 
% of
Total
2017 
% of
Total
 2016 
% of
Total
 2015 
% of
Total
United States$3,523,239
 73% $2,934,868
 75% $1,768,011
 70%$4,163,753
 79% $3,691,840
 77% $3,519,487
 76%
United Kingdom441,669
 9
 245,143
 6
 147,891
 6
374,941
 7
 358,348
 7
 414,941
 9
Canada125,617
 3
 128,420
 3
 120,542
 5
132,018
 3
 125,444
 3
 115,191
 2
Other countries714,988
 15
 611,795
 16
 477,237
 19
582,395
 11
 621,013
 13
 583,293
 13
Total Underwriting5,253,107
 100% 4,796,645
 100% 4,632,912
 100%
United States - Program Services253,853
   
   
  
Total$4,805,513
 100% $3,920,226
 100% $2,513,681
 100%$5,506,960
 

 $4,796,645
 

 $4,632,912
 


Most of the Company's gross written premiums are placed through insurance and reinsurance brokers. During the years ended December 31, 20142017, 2016 and 2013,2015, the top three independent brokers accounted for approximately27%, 28% and 24%27% of consolidated gross premiums written.written in the Company's underwriting segments. During the years ended December 31, 20142017, 2016 and 2013,2015, the top three independent brokers accounted for approximately 68%35%, of gross premiums written in the Reinsurance segment and 41%40% and 42%, respectively, of gross premiums written in the International Insurance segment and 78%, 75% and 68%, respectively, of gross premiums written in the Reinsurance segment.


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Segment profit for the Investing segment is measured by net investment income and net realized investment gains or losses. Segment profit or loss for each of the Company's underwriting segments is measured by underwriting profit or loss. The property and casualty insurance industry commonly defines underwriting profit or loss as earned premiums net of losses and loss adjustment expenses and underwriting, acquisition and insurance expenses. Underwriting profit or loss does not replace operating income or net income computed in accordance with U.S. GAAP as a measure of profitability. Underwriting profit or loss provides a basis for management to evaluate the Company's underwriting performance. Segment profit or loss for the Company's underwriting segments also includes other revenues and other expenses, primarily related to the run-off of managing general agent operations that were discontinued in conjunction with acquisitions. Other revenues and other expenses in the Other Insurance (Discontinued Lines) segment are comprised of the results attributable to the run-off of life and annuity reinsurance business.


For management reporting purposes, the Company allocates assets to its underwriting, investing and non-insuranceother operations. Underwriting assets are all assets not specifically allocated to the Investing segment or to the Company's non-insuranceother operations. Underwriting and investing assets are not allocated to the U.S. Insurance, International Insurance, Reinsurance or Other Insurance (Discontinued Lines) segments since the Company does not manage its assets by underwriting segment. The Company does not allocate capital expenditures for long-lived assets to any of its underwriting segments for management reporting purposes.

All segment disclosures for the prior periods have been revised to be consistent with the new segment structure.

a)
The following tables summarize the Company's segment disclosures.

Year Ended December 31, 2014Year Ended December 31, 2017
(dollars in thousands)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Investing ConsolidatedU.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Investing Other Consolidated
Gross premium volume$2,493,823
 $1,200,403
 $1,112,728
 $(1,441) $
 $4,805,513
$2,885,279
 $1,255,922
 $1,112,101
 $(195) $
 $253,853
 $5,506,960
Net written premiums2,071,466
 889,336
 956,584
 (371) 
 3,917,015
2,432,477
 1,007,319
 978,160
 (169) 
 
 4,417,787
                        
Earned premiums2,022,860
 909,679
 908,385
 (12) 
 3,840,912
2,364,121
 949,912
 934,114
 (169) 
 
 4,247,978
Losses and loss adjustment expenses:                        
Current accident year(1,340,129) (660,409) (637,474) 
 
 (2,638,012)(1,648,427) (793,917) (924,879) 
 
 
 (3,367,223)
Prior accident years216,557
 166,615
 79,951
 (27,578) 
 435,545
301,939
 198,688
 (7,803) 8,459
 
 179
 501,462
Amortization of policy acquisition costs(403,233) (141,394) (110,289) 
 
 (654,916)(502,217) (173,253) (218,883) 
 
 
 (894,353)
Other operating expenses(396,737) (207,175) (201,673) (381) 
 (805,966)(395,472) (215,028) (81,766) (795) 
 
 (693,061)
Underwriting profit (loss)99,318
 67,316
 38,900
 (27,971) 
 177,563
119,944
 (33,598) (299,217) 7,495
 
 179
 (205,197)
Net investment income
 
 
 
 363,230
 363,230

 
 
 
 405,709
 
 405,709
Net realized investment gains
 
 
 
 46,000
 46,000
Other revenues (insurance)2,478
 21,827
 2,696
 1,631
 
 28,632
Other expenses (insurance)(5,149) (18,706) (1,847) (37,132) 
 (62,834)
Segment profit (loss)$96,647
 $70,437
 $39,749
 $(63,472) $409,230
 $552,591
Other revenues (non-insurance)          854,893
Other expenses (non-insurance)          (792,037)
Net realized investment losses
 
 
 
 (5,303) 
 (5,303)
Other revenues3,419
 5,886
 417
 2,022
 
 1,401,531
 1,413,275
Other expenses(1,093) (7,388) 
 (28,218) 
 (1,271,281) (1,307,980)
Total profit (loss)$122,270
 $(35,100) $(298,800) $(18,701) $400,406
 $130,429
 $300,504
Amortization of intangible assets          (57,627)            (80,758)
Interest expense          (117,442)            (132,451)
Income before income taxes          $440,378
            $87,295
U.S. GAAP combined ratio (1)
95% 93% 96% NM
(2) 
  95%95% 104% 132% NM
(2) 
  NM
(2) 
105%
(1) 
The U.S. GAAP combined ratio is a measure of underwriting performance and represents the relationship of incurred losses, loss adjustment expenses and underwriting, acquisition and insurance expenses to earned premiums.
(2) 
NM — Ratio is not meaningful.

71



Year Ended December 31, 2013Year Ended December 31, 2016
(dollars in thousands)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Investing ConsolidatedU.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Investing Other Consolidated
Gross premium volume$2,252,739
 $1,101,099
 $566,348
 $40
 $
 $3,920,226
$2,635,266
 $1,119,815
 $1,041,055
 $509
 $
 $
 $4,796,645
Net written premiums1,915,770
 840,050
 480,822
 41
 
 3,236,683
2,237,163
 864,494
 898,728
 635
 
 
 4,001,020
                        
Earned premiums1,727,766
 833,984
 669,826
 40
 
 3,231,616
2,175,332
 853,512
 836,264
 762
 
 
 3,865,870
Losses and loss adjustment expenses:                        
Current accident year(1,173,258) (588,759) (465,385) 
 
 (2,227,402)(1,403,589) (605,837) (546,476) 
 
 
 (2,555,902)
Prior accident years298,113
 130,660
 12,938
 (30,582) 
 411,129
204,881
 164,713
 125,514
 10,050
 
 
 505,158
Transaction costs and other acquisition-related expenses (1)
(12,724) (13,366) (49,050) 
 
 (75,140)
Amortization of policy acquisition costs(287,795) (138,626) (45,494) 
 
 (471,915)(446,649) (146,117) (189,455) 
 
 
 (782,221)
Other operating expenses(409,886) (171,666) (183,817) 112
 
 (765,257)(377,230) (219,066) (119,012) (1,061) 
 
 (716,369)
Underwriting profit (loss)142,216
 52,227
 (60,982) (30,430) 
 103,031
Underwriting profit152,745
 47,205
 106,835
 9,751
 
 
 316,536
Net investment income
 
 
 
 317,373
 317,373

 
 
 
 373,230
 
 373,230
Net realized investment gains
 
 
 
 63,152
 63,152

 
 
 
 65,147
 
 65,147
Other revenues (insurance)13,648
 4,284
 5,432
 1,130
 
 24,494
Other expenses (insurance)(17,087) (5,065) 
 (28,126) 
 (50,278)
Segment profit (loss)$138,777
 $51,446
 $(55,550) $(57,426) $380,525
 $457,772
Other revenues (non-insurance)          686,448
Other expenses (non-insurance)          (613,250)
Other revenues7,143
 5,560
 
 1,891
 
 1,293,185
 1,307,779
Other expenses(15,407) (5,712) 
 (26,504) 
 (1,142,620) (1,190,243)
Total profit (loss)$144,481
 $47,053
 $106,835
 $(14,862) $438,377
 $150,565
 $872,449
Amortization of intangible assets          (55,223)            (68,533)
Interest expense          (114,004)            (129,896)
Loss on early extinguishment of debt            (44,100)
Income before income taxes          $361,743
            $629,920
U.S. GAAP combined ratio (2)
92% 94% 109% NM
(3) 
  97%
U.S. GAAP combined ratio (1)
93% 94% 87% NM
(2) 
    92%
(1)
In connection with the acquisition of Alterra, the Company incurred transaction costs of $16.0 million for the year ended December 31, 2013, which primarily consist of due diligence, legal and investment banking costs. Additionally, the Company incurred severance costs of $31.7 million, stay bonuses of $14.8 million and other compensation costs totaling $12.6 million related to the acceleration of certain long-term incentive compensation awards and restricted stock awards that were granted by Alterra prior to the acquisition.
(2) 
The U.S. GAAP combined ratio is a measure of underwriting performance and represents the relationship of incurred losses, loss adjustment expenses and underwriting, acquisition and insurance expenses to earned premiums.
(3)(2) 
NM — Ratio is not meaningful.


72


Year Ended December 31, 2012Year Ended December 31, 2015
(dollars in thousands)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Investing ConsolidatedU.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Investing Other Consolidated
Gross premium volume$1,595,849
 $788,092
 $129,744
 $(4) $
 $2,513,681
$2,504,096
 $1,164,866
 $965,374
 $(1,424) $
 $
 $4,632,912
Net written premiums1,418,579
 677,344
 118,208
 (5) 
 2,214,126
2,106,490
 888,214
 824,324
 265
 
 
 3,819,293
                        
Earned premiums1,360,229
 672,405
 114,499
 (5) 
 2,147,128
2,105,212
 879,426
 838,543
 351
 
 
 3,823,532
Losses and loss adjustment expenses:                        
Current accident year(984,018) (492,177) (76,875) 
 
 (1,553,070)(1,367,159) (638,144) (561,242) 
 
 
 (2,566,545)
Prior accident years225,870
 172,758
 21,449
 (21,075) 
 399,002
298,967
 248,834
 97,860
 (17,861) 
 
 627,800
Prospective adoption of FASB ASU No. 2010-26 (1)
(31,033) (10,597) (1,463) 
 
 (43,093)
Other amortization of policy acquisition costs(243,466) (130,637) (10,913) 
 
 (385,016)
Amortization of policy acquisition costs(420,289) (142,657) (182,018) 
 
 
 (744,964)
Other operating expenses(327,682) (153,545) (19,933) (203) 
 (501,363)(378,563) (221,758) (106,863) (2,932) 
 
 (710,116)
Underwriting profit (loss)(100) 58,207
 26,764
 (21,283) 
 63,588
238,168
 125,701
 86,280
 (20,442) 
 
 429,707
Net investment income
 
 
 
 282,107
 282,107

 
 
 
 353,213
 
 353,213
Net realized investment gains
 
 
 
 31,593
 31,593

 
 
 
 106,480
 
 106,480
Other revenues (insurance)44,968
 4,964
 
 
 
 49,932
Other expenses (insurance)(41,425) (3,867) 
 
 
 (45,292)
Segment profit (loss)$3,443
 $59,304
 $26,764
 $(21,283) $313,700
 $381,928
Other revenues (non-insurance)          489,352
Other expenses (non-insurance)          (432,956)
Other revenues3,331
 7,790
 593
 617
 
 1,074,427
 1,086,758
Other expenses(3,902) (5,717) (1,419) (29,057) 
 (1,006,710) (1,046,805)
Total profit (loss)$237,597
 $127,774
 $85,454
 $(48,882) $459,693
 $67,717
 $929,353
Amortization of intangible assets          (33,512)            (68,947)
Interest expense          (92,762)            (118,301)
Income before income taxes          $312,050
            $742,105
U.S. GAAP combined ratio(2)
100% 91% 77% NM
(3) 
  97%
U.S. GAAP combined ratio (1)
89% 86% 90% NM
(2) 
    89%
(1)
Effective January 1, 2012, the Company prospectively adopted FASB ASU No. 2010-26, Accounting for Costs Associated with Acquiring or Renewing Insurance Contracts. At December 31, 2011, deferred policy acquisition costs included $43.1 million of costs that no longer met the criteria for deferral as of January 1, 2012 and were recognized into income during 2012, consistent with policy terms.
(2) 
The U.S. GAAP combined ratio is a measure of underwriting performance and represents the relationship of incurred losses, loss adjustment expenses and underwriting, acquisition and insurance expenses to earned premiums.
(3)(2) 
NM — Ratio is not meaningful.

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b)The following table summarizes deferred policy acquisition costs, unearned premiums and unpaid losses and loss adjustment expenses by segment.expenses.

(dollars in thousands)
Deferred Policy
Acquisition Costs
 
Unearned
Premiums
 
Unpaid Losses and
Loss Adjustment Expenses
Deferred Policy
Acquisition Costs
 
Unearned
Premiums
 
Unpaid Losses and
Loss Adjustment Expenses
December 31, 2014     
December 31, 2017     
U.S. Insurance$212,102
 $1,324,591
 $4,331,541
International Insurance74,678
 530,740
 3,379,969
Reinsurance178,789
 690,565
 3,248,070
Other Insurance (Discontinued Lines)
 
 429,270
Total Underwriting465,569
 2,545,896
 11,388,850
Program Services
 762,883
 2,195,431
Total$465,569
 $3,308,779
 $13,584,281
December 31, 2016     
U.S. Insurance$165,333
 $1,110,910
 $3,577,166
$176,348
 $1,166,914
 $3,849,541
International Insurance47,618
 491,708
 3,353,417
51,948
 445,183
 3,062,725
Reinsurance140,459
 643,072
 2,818,792
164,114
 651,741
 2,661,209
Other Insurance (Discontinued Lines)
 
 654,777

 
 542,187
Total$353,410
 $2,245,690
 $10,404,152
$392,410
 $2,263,838
 $10,115,662
December 31, 2013     
U.S. Insurance$151,015
 $1,058,529
 $3,572,667
International Insurance50,425
 516,689
 3,399,228
Reinsurance59,527
 551,897
 2,811,362
Other Insurance (Discontinued Lines)
 
 478,799
Total$260,967
 $2,127,115
 $10,262,056


74


c)The following table summarizes segment earned premiums by major product grouping.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
U.S. Insurance:          
General liability$491,645
 $431,798
 $354,003
$642,283
 $563,908
 $522,358
Professional liability321,005
 268,203
 216,234
333,758
 328,597
 324,230
Property266,019
 190,530
 141,568
273,735
 270,026
 264,232
Personal lines299,442
 185,935
 86,217
367,073
 364,843
 325,811
Programs244,216
 205,004
 135,037
273,954
 263,783
 277,829
Workers compensation263,164
 250,790
 241,208
319,679
 301,126
 281,954
Other137,369
 195,506
 185,962
153,639
 83,049
 108,798
Total U.S. Insurance2,022,860
 1,727,766
 1,360,229
2,364,121
 2,175,332
 2,105,212
International Insurance:          
General liability146,178
 128,171
 102,875
122,673
 111,291
 124,198
Professional liability285,300
 252,816
 174,590
295,120
 272,010
 268,637
Property76,691
 91,497
 48,483
91,778
 87,294
 85,152
Marine and energy287,263
 287,745
 288,605
276,134
 242,070
 262,307
Other114,247
 73,755
 57,852
164,207
 140,847
 139,132
Total International Insurance909,679
 833,984
 672,405
949,912
 853,512
 879,426
Reinsurance:          
Property270,461
 227,394
 71,172
321,178
 288,771
 265,373
Casualty323,390
 244,981
 476
351,457
 327,383
 315,027
Auto152,645
 84,042
 21,163
28,700
 65,363
 102,227
Other161,889
 113,409
 21,688
232,779
 154,747
 155,916
Total Reinsurance908,385
 669,826
 114,499
934,114
 836,264
 838,543
Other Insurance (Discontinued Lines)(12) 40
 (5)(169) 762
 351
Total earned premiums$3,840,912
 $3,231,616
 $2,147,128
$4,247,978
 $3,865,870
 $3,823,532

The Company does not manage products at this level of aggregation. The Company offers a diverse portfolio of products and manages these products in logical groupings within each operating segment.

d)The following table reconciles segment assets to the Company's consolidated balance sheets.

December 31,December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Segment assets:          
Investing$18,531,150
 $17,550,332
 $9,277,697
$20,317,160
 $19,029,584
 $18,056,947
Underwriting5,422,445
 5,468,731
 2,387,305
6,828,048
 5,397,696
 5,385,126
Total segment assets23,953,595
 23,019,063
 11,665,002
27,145,208
 24,427,280
 23,442,073
Non-insurance operations1,246,762
 936,448
 891,586
Other operations5,659,808
 1,448,019
 1,497,042
Total assets$25,200,357
 $23,955,511
 $12,556,588
$32,805,016
 $25,875,299
 $24,939,115


e)Beginning in 2018, the Company will monitor and report its operations in the following four segments: Insurance, Reinsurance, Investing and Markel Ventures. The Insurance segment will include all direct business and facultative placements written on a global basis across the Company, which currently are included in the U.S. Insurance and International Insurance segments. The Reinsurance segment will remain unchanged. Results for lines of business discontinued prior to, or in conjunction with, acquisitions will continue to be excluded from these segments but will no longer be considered a reportable segment. All investing activities related to the Company's insurance operations will continue to be included in the Investing segment. The Markel Ventures segment will include results attributable to the Company's Markel Ventures operations, which previously were not considered a reportable segment. Historically, the Company’s chief operating decision maker monitored and assessed the performance of each Markel Ventures business separately with no single business being individually significant. Following the continued growth in the Company’s Markel Ventures operations, effective in the first quarter of 2018, the chief operating decision maker reviews and assesses Markel Ventures’ performance in the aggregate. The Company’s other operations, which include legal and professional consulting services, investment management services, program services business and the run-off underwriting operations discontinued prior to, or in conjunction with, acquisitions will be monitored and reported separately from the Company’s four reportable segments.
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20.21. Other Revenues and Other Expenses

The following table summarizes the components of other revenues and other expenses.

Years Ended December 31,Years Ended December 31,
2014 2013 20122017 2016 2015
(dollars in thousands)
Other
Revenues
 
Other
Expenses
 
Other
Revenues
 
Other
Expenses
 
Other
Revenues
 
Other
Expenses
Other
Revenues
 
Other
Expenses
 
Other
Revenues
 
Other
Expenses
 
Other
Revenues
 
Other
Expenses
Insurance:           
Markel Ventures: Manufacturing$742,591
 $650,491
 $784,745
 $675,620
 $755,802
 $677,054
Markel Ventures: Non-Manufacturing590,689
 535,352
 429,704
 396,323
 291,714
 301,004
Investment management28,740
 52,636
 56,455
 46,190
 
 
Program services15,328
 6,508
 
 
 
 
Managing general agent operations$23,324
 $22,527
 $17,399
 $20,382
 $48,056
 $43,069
8,821
 5,803
 12,703
 21,119
 10,202
 9,619
Life and annuity1,631
 37,132
 1,130
 28,126
 
 
2,022
 28,218
 1,891
 26,504
 617
 29,057
Other3,677
 3,175
 5,965
 1,770
 1,876
 2,223
25,084
 28,972
 22,281
 24,487
 28,423
 30,071
28,632
 62,834
 24,494
 50,278
 49,932
 45,292
Non-Insurance:           
Markel Ventures: Manufacturing575,353
 513,668
 495,138
 437,712
 366,886
 328,484
Markel Ventures: Non-Manufacturing262,767
 261,551
 191,310
 175,538
 122,466
 104,472
Other16,773
 16,818
 
 
 
 
854,893
 792,037
 686,448
 613,250
 489,352
 432,956
Total$883,525
 $854,871
 $710,942
 $663,528
 $539,284
 $478,248
1,413,275
 1,307,980
 1,307,779
 1,190,243
 1,086,758
 1,046,805

The Company's Markel Ventures operations primarily consist of controlling interests in various industrial and service businesses that operate outside of the specialty insurance marketplace and are viewed by management as separate and distinct from the Company's insurance operations. While each of the companiesbusinesses is operated independently from one another, management aggregates financial results into two industry groups: manufacturing and non-manufacturing.

21.22. Employee Benefit Plans

a)The Company maintains defined contribution plans for employees of its United States insurance operations in accordance with Section 401(k) of the IRC.U.S. Internal Revenue Code of 1986. Employees of the Company's Markel Ventures subsidiaries are provided post-retirement benefits under separate plans. The Company also provides various defined contribution plans for employees of its international insurance and other operations, which are in line with local market terms and conditions of employment. Expenses relating to the Company's defined contribution plans, including the defined contribution plans of AlterraState National effective May 1, 2013,November 17, 2017, were $27.2$36.7 million, $24.3$30.1 million and $19.1$27.7 million in 2014, 20132017, 2016 and 2012,2015, respectively.


b)The Terra Nova Pension Plan is a defined benefit plan which covers certain employees in ourthe Company's international insurance operations who meet the eligibility conditions set out in the plan. The plan has been closed to new participants since 2001. The cost of providing pensions for employees is charged to earnings over the average working life of employees according to actuarial recommendations. Final benefits are based on the employee's years of credited service and the higher of pensionable compensation received in the calendar year preceding retirement or the best average pensionable compensation received in any three consecutive years in the ten years preceding retirement. Effective April 1, 2012, employees are no longer accruing benefits for future service in the Terra Nova Pension Plan. The Company uses December 31 as the measurement date for the Terra Nova Pension Plan.


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Table of Contents

The following table summarizes the funded status of the Terra Nova Pension Plan and the amounts recognized on the accompanying consolidated balance sheets of the Company.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 20132017 2016
Change in projected benefit obligation:      
Projected benefit obligation at beginning of period$163,010
 $151,327
$178,618
 $170,005
Interest cost7,572
 6,533
5,016
 6,113
Plan amendments495
 
Benefits paid(4,424) (3,542)(5,644) (3,322)
Actuarial loss29,609
 5,459
4,985
 38,485
Effect of foreign currency rate changes(10,706) 3,233
16,142
 (32,663)
Projected benefit obligation at end of year$185,556
 $163,010
$199,117
 $178,618
Change in plan assets:      
Fair value of plan assets at beginning of period$189,437
 $164,090
$175,644
 $186,727
Actual gain on plan assets22,395
 19,430
16,902
 22,367
Employer contributions5,610
 5,338
3,393
 3,577
Benefits paid(4,424) (3,542)(5,644) (3,322)
Effect of foreign currency rate changes(11,619) 4,121
16,275
 (33,705)
Fair value of plan assets at end of year$201,399
 $189,437
$206,570
 $175,644
Funded status of the plan$15,843
 $26,427
$7,453
 $(2,974)
Net actuarial pension loss61,378
 42,941
77,567
 85,110
Total$77,221
 $69,368
$85,020
 $82,136

Net actuarial pension loss is recognized as a component of accumulated other comprehensive income, net of a tax benefit of $16.2 million and $12.4 million in 2014 and 2013, respectively.taxes. The asset or liability for pension benefits, also referred to as the funded status of the plan, at December 31, 20142017 and December 31, 20132016 was included in other assets on the consolidated balance sheets.

The following table presents the changes in plan assets and projected benefit obligation recognized in accumulated other comprehensive income.
Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Net actuarial gain (loss)$(20,521) $3,146
 $6,065
$3,728
 $(25,243) $(3,102)
Settlement loss recognized
 
 343
Amortization of:          
Net actuarial loss1,589
 1,934
 2,590
3,815
 1,951
 2,319
Prior service costs495
 
 
Tax benefit (expense)3,687
 (1,015) (1,991)(1,284) 4,192
 88
Total other comprehensive income (loss)$(14,750) $4,065
 $6,664
$6,259
 $(19,100) $(352)



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The following table summarizes the components of net periodic benefit income (loss) and the weighted average assumptions for the Terra Nova Pension Plan.

Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Components of net periodic benefit income:     
Service cost$
 $
 $361
Components of net periodic benefit income (loss):     
Interest cost7,572
 6,533
 6,815
$5,016
 $6,113
 $6,645
Expected return on plan assets(12,812) (10,825) (9,788)(8,189) (9,124) (11,496)
Amortization of prior service cost495
 
 
Amortization of net actuarial pension loss1,589
 1,934
 2,590
3,815
 1,951
 2,319
Net periodic benefit income$(3,156) $(2,358) $(22)
Settlement loss recognized
 
 343
Net periodic benefit income (loss)$642
 $(1,060) $(2,189)
Weighted average assumptions as of December 31:          
Discount rate3.8% 4.7% 4.5%2.6% 2.7% 4.0%
Expected return on plan assets6.0% 6.6% 6.6%4.5% 4.5% 5.4%
Rate of compensation increase2.9% 3.2% 3.1%3.0% 3.0% 2.9%

The projected benefit obligation and the net periodic benefit income (loss) are determined by independent actuaries using assumptions provided by the Company. In determining the discount rate, the Company uses the current yield on high-quality, fixed-incomefixed maturity investments that have maturities corresponding to the anticipated timing of estimated defined benefit payments. The decrease in the weighted average discount rate from 2015 to 2016 is due to a decrease in the yields on securities used to determine the discount rate during 2016. The expected return on plan assets is estimated based upon the anticipated average yield on plan assets using asset return assumptions for each asset class, and reflects expected changesthe cross-correlations between the asset classes, over a specified projection horizon. The decrease in the allocation of plan assets. Asset returns reflect management's belief that 4.5% is a reasonable rate of return to anticipate for fixed maturities given current market conditions and future expectations. In addition, theweighted average expected return on plan assets includes an assumptionfrom 2015 to 2016 is due to changes in market conditions during 2016 that equity securities will outperform fixed maturities by approximately 3.5% over the long term.impacted projected returns. The rate of compensation increase is based upon historical experience and management's expectation of future compensation.

Management's discount rate and rate of compensation increase assumptions at December 31, 20142017 were used to calculate the Company's projected benefit obligation. Management's discount rate, expected return on plan assets and rate of compensation increase assumptions at December 31, 20132016 were used to calculate the net periodic benefit income for 2014.2017. The Company estimates that net periodic benefit incomecost in 20152018 will include an expense of $2.4$3.1 million resulting fromfrom the amortization of the net actuarial pension loss included as a component of accumulated other comprehensive income at December 31, 20142017.

The fair values of each of the plan's assets are measured using quoted prices in active markets for identical assets, which represent Level 1 inputs within the fair value hierarchy established in FASB ASC 820-10. The following table summarizes the fair value of plan assets as of December 31, 20142017 and 20132016.

December 31,December 31,
(dollars in thousands)2014 20132017 2016
Plan assets:      
Fixed maturity index funds$114,243
 $70,997
$110,936
 $103,218
Equity security index funds87,148
 118,431
95,452
 72,419
Cash and cash equivalents8
 9
182
 7
Total$201,399
 $189,437
$206,570
 $175,644

During 2014, the Company revised the target asset allocation and adjusted the investment balances to reduce risk while maintaining long-term return objectives. The Company's target asset allocation for thethe plan is 46%47% equity securities and 54%53% fixed maturities. At December 31, 2014,2017, the actual allocation of assets in the plan was 43%46% equity securities and 57%54% fixed maturities. At December 31, 2013,2016, the actual allocation of assets in the plan assets was 63%41% equity securities and 37%59% fixed maturities.


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Investments are managed by a third party investmentinvestment manager. Equity securities are invested in an index fund where 30% is indexed to United Kingdom equities and 70% is indexed to other markets.markets. Assets are also invested in a mutual fund with a diversified global portfolio of equities, government bonds and investment grade debt.debt, property and cash. The primary objective of investing in these funds is to earn rates of return that are consistently in excess of inflation. Investing in equity securities, historically, has provided rates of return that are higher than investments in fixed maturities. Fixed maturity investments are allocated between fivemutual funds;two index funds that include United Kingdom government securities, one index fund that includes securities issued by other foreign governments, one mutual fund that includes investment grade corporate bonds from the United Kingdom and foreign markets and one index fund that includes United Kingdom corporate securities. The assets in these funds are invested to meet the Company's obligations for current pensioners and those individuals nearing retirement. The plan does not invest in the Company's common shares.

At December 31, 20142017 and 20132016, the fair value of plan assets exceeded the plan's accumulatedaccumulated benefit obligation of $166.9$195.1 million and $146.0$175.1 million, respectively. The Company does not expectexpects to have any required contributions or make any voluntary plan contributions of $3.5 million in 2015.2018.

The benefits expected to be paid in each year from 20152018 to 2019 are $4.02022 are $3.0 million, $4.1$3.1 million, $4.1$3.1 million, $4.2$3.2 million and $4.3$3.3 million, respectively. The aggregate benefits expected to be paid in the five years from 20202023 to 20242027 are $23.1 million.$17.6 million. The expected benefits to be paid are based on the same assumptions used to measure the Company's projected benefit obligation at December 31, 20142017 and include estimated future employee service..


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22.23. Markel Corporation (Parent Company Only) Financial Information

The following parent company only condensed financial information reflects the financial position, results of operations and cash flows of Markel Corporation.

CONDENSED BALANCE SHEETS

December 31,December 31,
2014 20132017 2016
(dollars in thousands)(dollars in thousands)
ASSETS      
Investments, available-for-sale, at estimated fair value:      
Fixed maturities (amortized cost of $47,346 in 2014 and $66,154 in 2013)$48,807
 $67,363
Equity securities (cost of $193,864 in 2014 and $197,549 in 2013)434,714
 392,123
Fixed maturities (amortized cost of $533,183 in 2017 and $51,181 in 2016)$532,438
 $52,234
Equity securities (cost of $402,694 in 2017 and $203,708 in 2016)646,060
 367,156
Short-term investments (estimated fair value approximates cost)764,953
 654,971
1,159,323
 1,729,400
Total Investments1,248,474
 1,114,457
2,337,821
 2,148,790
Cash and cash equivalents243,702
 207,352
349,347
 369,641
Restricted cash and cash equivalents959
 1,010
1,419
 1,013
Receivables16,110
 14,326
18,684
 20,477
Investments in consolidated subsidiaries7,560,862
 6,826,790
9,510,215
 8,107,450
Notes receivable from subsidiaries212,631
 168,611
140,110
 60,110
Income taxes receivable10,951
 5,320
5,704
 
Other assets93,434
 102,193
121,233
 97,364
Total Assets$9,387,123
 $8,440,059
$12,484,533
 $10,804,845
LIABILITIES AND SHAREHOLDERS' EQUITY      
Senior long-term debt$1,635,173
 $1,633,873
$2,537,331
 $1,944,171
Notes payable to subsidiaries285,000
 285,000
Income taxes payable
 25,240
Net deferred tax liability74,534
 40,443
84,507
 25,902
Other liabilities82,598
 92,166
73,547
 63,605
Total Liabilities1,792,305
 1,766,482
2,980,385
 2,343,918
Total Shareholders' Equity7,594,818
 6,673,577
9,504,148
 8,460,927
Total Liabilities and Shareholders' Equity$9,387,123
 $8,440,059
$12,484,533
 $10,804,845


80


CONDENSED STATEMENTS OF INCOME AND COMPREHENSIVE INCOME

Years Ended December 31,Years Ended December 31,
2014 2013 20122017 2016 2015
(dollars in thousands)(dollars in thousands)
REVENUES          
Net investment income$5,354
 $21,946
 $30,619
$21,076
 $9,561
 $2,565
Dividends on common stock of consolidated subsidiaries217,121
 806,233
 337,585
895,920
 349,622
 187,496
Net realized investment gains:          
Other-than-temporary impairment losses(120) (15) (38)
 (98) (3,455)
Net realized investment gains, excluding other-than-temporary impairment losses3,873
 67,232
 14,926
3,383
 1,166
 75,000
Net realized investment gains3,753
 67,217
 14,888
3,383
 1,068
 71,545
Other
 1
 3
Total Revenues226,228
 895,397
 383,095
920,379
 360,251
 261,606
EXPENSES          
Interest expense94,097
 92,743
 87,391
122,151
 116,013
 95,620
Loss on early extinguishment of debt
 44,100
 
Other expenses2,685
 2,617
 1,166
11,708
 13,076
 11,287
Total Expenses96,782
 95,360
 88,557
133,859
 173,189
 106,907
Income Before Equity in Undistributed Earnings of Consolidated Subsidiaries and Income Taxes129,446
 800,037
 294,538
786,520
 187,062
 154,699
Equity in undistributed earnings of consolidated subsidiaries163,341
 (520,323) (61,663)(469,365) 196,615
 407,489
Income tax benefit(28,395) (1,307) (20,510)(78,114) (72,012) (20,584)
Net Income to Shareholders$321,182
 $281,021
 $253,385
$395,269
 $455,689
 $582,772
OTHER COMPREHENSIVE INCOME TO SHAREHOLDERS     
OTHER COMPREHENSIVE INCOME (LOSS) TO SHAREHOLDERS     
Change in net unrealized gains on investments, net of taxes:          
Net holding gains arising during the period$32,118
 $66,623
 $10,897
Consolidated subsidiaries' net holding gains arising during the period655,617
 158,922
 255,528
Net holding gains (losses) arising during the period$52,277
 $37,045
 $(41,861)
Consolidated subsidiaries' net holding gains (losses) arising during the period735,062
 238,616
 (198,309)
Consolidated subsidiaries' change in unrealized other-than-temporary impairment losses on fixed maturities arising during the period173
 (141) (160)
 35
 160
Reclassification adjustments for net gains (losses) included in net income to shareholders(1,874) (43,220) 11,847
Consolidated subsidiaries' reclassification adjustments for net gains (losses) included in net income to shareholders(24,287) 2,390
 (35,898)
Reclassification adjustments for net gains included in net income to shareholders(1,513) (558) (45,273)
Consolidated subsidiaries' reclassification adjustments for net gains included in net income to shareholders(22,783) (32,970) (35,209)
Change in net unrealized gains on investments, net of taxes661,747
 184,574
 242,214
763,043
 242,168
 (320,492)
Change in foreign currency translation adjustments, net of taxes1,949
 (2,670) (242)(2,260) (1,326) 2,970
Consolidated subsidiaries' change in foreign currency translation adjustments, net of taxes(34,194) (7,501) 1,781
12,663
 (10,384) (32,175)
Consolidated subsidiaries' change in net actuarial pension loss, net of taxes(14,750) 4,065
 6,664
6,259
 (19,100) (352)
Total Other Comprehensive Income to Shareholders614,752
 178,468
 250,417
Total Other Comprehensive Income (Loss) to Shareholders779,705
 211,358
 (350,049)
Comprehensive Income to Shareholders$935,934
 $459,489
 $503,802
$1,174,974
 $667,047
 $232,723


81


CONDENSED STATEMENTS OF CASH FLOWS

Years Ended December 31,Years Ended December 31,
2014 2013 20122017 2016 2015
(dollars in thousands)(dollars in thousands)
OPERATING ACTIVITIES          
Net income to shareholders$321,182
 $281,021
 $253,385
$395,269
 $455,689
 $582,772
Adjustments to reconcile net income to shareholders to net cash provided by operating activities(218,396) 186,574
 (153,773)(166,132) (120,564) (464,193)
Net Cash Provided By Operating Activities102,786
 467,595
 99,612
229,137
 335,125
 118,579
INVESTING ACTIVITIES          
Proceeds from sales of fixed maturities and equity securities9,306
 142,259
 149,314
20,562
 1,831
 100,633
Proceeds from maturities, calls and prepayments of fixed maturities15,710
 2,819
 64,340
64,705
 11,960
 24,945
Cost of fixed maturities and equity securities purchased(687) (23,412) (139,681)(765,602) (29,110) (55,656)
Net change in short-term investments(109,728) 10,251
 (374,801)579,261
 (970,364) 9,956
Securities received from subsidiaries as dividends or repayment of notes receivable89,996
 249,996
 260,088
Decrease in notes receivable due from subsidiaries28,506
 5,302
 66,802
Securities received from subsidiaries as dividends, repayment of notes receivable and return of capital862,554
 238,975
 
Securities provided to subsidiaries for issuance of notes receivable and capital contributions(99,942) 
 
Return of capital from subsidiaries45,225
 21,021
 
Decrease (increase) in notes receivable due from subsidiaries(58) 92,530
 
Capital contributions to subsidiaries(74,788) (67,878) (198,349)(270,623) 
 (228,578)
Acquisitions
 (1,017,988) (100,409)
Acquisitions, net of cash acquired(1,153,683) 
 
Cost of equity method investments
 (5,291) (38,250)(10,633) (3,100) (13,164)
Change in restricted cash and cash equivalents51
 (348) (204)
Additions to property and equipment(342) (3,653) (9,437)
 (584) (305)
Other(2,150) 3,207
 (4,369)6,972
 (3,207) (376)
Net Cash Used By Investing Activities(44,126) (704,736) (324,956)(721,262) (640,048) (162,545)
FINANCING ACTIVITIES          
Additions to senior long-term debt
 491,235
 347,207
592,923
 493,149
 
Increase in notes payable to subsidiaries
 
 285,000
Repayment and retirement of senior long-term debt
 (246,665) (157,359)
 (183,343) (2,000)
Premiums and fees related to early extinguishment of debt
 (43,691) 
Repurchases of common stock(26,053) (57,388) (16,873)(110,838) (51,142) (31,491)
Issuance of common stock5,691
 24,518
 9,145
552
 4,623
 4,752
Purchase of noncontrolling interests(8,970) 
 
Other(1,948) (5,023) 436
(1,430) (4,960) 3,985
Net Cash Provided (Used) By Financing Activities(22,310) 206,677
 182,556
Increase (decrease) in cash and cash equivalents36,350
 (30,464) (42,788)
Cash and cash equivalents at beginning of year207,352
 237,816
 280,604
CASH AND CASH EQUIVALENTS AT END OF YEAR$243,702
 $207,352
 $237,816
Net Cash Provided By Financing Activities472,237
 214,636
 260,246
Increase (decrease) in cash, cash equivalents, restricted cash and restricted cash equivalents(19,888) (90,287) 216,280
Cash, cash equivalents, restricted cash and restricted cash equivalents at beginning of year370,654
 460,941
 244,661
CASH, CASH EQUIVALENTS, RESTRICTED CASH AND RESTRICTED CASH EQUIVALENTS AT END OF YEAR$350,766
 $370,654
 $460,941


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23.24. Quarterly Financial Information (unaudited)

The following table presents the unaudited quarterly results of consolidated operations for 20142017, 20132016 and 20122015.

 Quarters Ended
(dollars in thousands, except per share amounts)Mar. 31 June 30 Sept. 30 Dec. 31
2014       
Operating revenues$1,239,655
 $1,258,971
 $1,299,286
 $1,335,755
Net income87,501
 41,141
 76,824
 118,222
Net income to shareholders87,716
 40,068
 75,803
 117,595
Comprehensive income to shareholders230,273
 250,588
 36,502
 418,571
Net income per share:       
Basic$6.28
 $2.67
 $5.33
 $8.10
Diluted6.25
 2.66
 5.30
 8.05
Common stock price ranges:       
High$596.87
 $655.75
 $666.00
 $707.36
Low527.17
 593.76
 623.90
 632.65
2013       
Operating revenues$819,864
 $1,031,769
 $1,191,665
 $1,279,785
Net income89,263
 28,676
 66,967
 98,939
Net income to shareholders88,902
 27,756
 65,599
 98,764
Comprehensive income (loss) to shareholders257,684
 (149,054) 144,409
 206,450
Net income per share:       
Basic$9.53
 $2.24
 $4.69
 $6.98
Diluted9.50
 2.24
 4.67
 6.95
Common stock price ranges:       
High$510.05
 $546.94
 $549.09
 $582.59
Low434.98
 501.76
 506.64
 511.06
2012       
Operating revenues$733,135
 $693,247
 $765,775
 $807,955
Net income57,713
 90,768
 51,674
 58,093
Net income to shareholders57,253
 89,687
 49,653
 56,792
Comprehensive income to shareholders205,945
 73,416
 147,454
 76,987
Net income per share:       
Basic$5.94
 $8.44
 $5.33
 $6.25
Diluted5.92
 8.42
 5.32
 6.23
Common stock price ranges:       
High$451.90
 $453.50
 $459.90
 $502.20
Low398.65
 421.00
 420.00
 425.17


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REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
 Quarters Ended
(dollars in thousands, except per share amounts)Mar. 31 June 30 Sept. 30 Dec. 31
2017       
Operating revenues$1,411,751
 $1,481,493
 $1,506,148
 $1,662,267
Net income (loss)71,040
 151,427
 (261,035) 439,326
Net income (loss) to shareholders69,869
 149,660
 (259,141) 434,881
Comprehensive income (loss) to shareholders223,239
 342,357
 (19,869) 629,247
Net income (loss) per share:       
Basic$3.91
 $10.34
 $(18.82) $30.48
Diluted3.90
 10.31
 (18.82) 30.39
Common stock price ranges:       
High$992.00
 $996.38
 $1,086.68
 $1,157.30
Low887.40
 936.95
 963.79
 1,054.20
2016       
Operating revenues$1,376,182
 $1,375,937
 $1,431,282
 $1,428,625
Net income163,646
 80,673
 83,421
 132,703
Net income to shareholders160,370
 78,797
 83,796
 132,726
Comprehensive income (loss) to shareholders396,994
 209,942
 89,161
 (29,050)
Net income per share:       
Basic$11.21
 $5.44
 $5.62
 $9.14
Diluted11.15
 5.41
 5.60
 9.11
Common stock price ranges:       
High$895.03
 $989.18
 $961.78
 $931.94
Low805.03
 880.01
 909.84
 811.05
2015       
Operating revenues$1,302,154
 $1,304,605
 $1,342,764
 $1,420,460
Net income194,006
 92,453
 104,410
 198,273
Net income to shareholders190,992
 91,369
 102,519
 197,892
Comprehensive income (loss) to shareholders281,807
 (132,925) (51,143) 134,984
Net income per share:       
Basic$13.57
 $6.76
 $7.43
 $14.23
Diluted13.49
 6.72
 7.39
 14.14
Common stock price ranges:       
High$783.50
 $821.00
 $898.08
 $937.91
Low660.05
 736.96
 775.00
 791.97


The Board of Directors and Shareholders
Markel Corporation:

We have audited the accompanying consolidated balance sheets of Markel Corporation and subsidiaries (the Company) as of December 31, 2014 and 2013, and the related consolidated statements of income and comprehensive income, changes in equity, and cash flows for each of the years in the three-year period ended December 31, 2014. These consolidated financial statements are the responsibility of the Company's management. Our responsibility is to express an opinion on these consolidated financial statements based on our audits.

We conducted our audits in accordance with the standards of the Public Company Accounting Oversight Board (United States). Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements are free of material misstatement. An audit includes examining, on a test basis, evidence supporting the amounts and disclosures in the financial statements. An audit also includes assessing the accounting principles used and significant estimates made by management, as well as evaluating the overall financial statement presentation. We believe that our audits provide a reasonable basis for our opinion.

In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the financial position of Markel Corporation and subsidiaries as of December 31, 2014 and 2013, and the results of their operations and their cash flows for each of the years in the three-year period ended December 31, 2014, in conformity with U.S. generally accepted accounting principles.

The Company prospectively adopted Financial Accounting Standards Board Accounting Standards Update 2010-26 related to the deferral of insurance policy acquisition costs incurred on new or renewal insurance contracts on January 1, 2012.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States), Markel Corporation's internal control over financial reporting as of December 31, 2014, based on criteria established in Internal Control—Integrated Framework (1992) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO), and our report dated February 27, 2015 expressed an unqualified opinion on the effectiveness of the Company's internal control over financial reporting.


Richmond, Virginia
February 27, 2015


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REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM


The Board of Directors and Shareholders
Markel Corporation:

We have audited Markel Corporation's (the Company) internal control over financial reporting as of December 31, 2014, based on criteria established in Internal Control—Integrated Framework (1992) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO). The Company's management is responsible for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of internal control over financial reporting, included in the accompanying Management's Report on Internal Control over Financial Reporting. Our responsibility is to express an opinion on the Company's internal control over financial reporting based on our audit.

We conducted our audit in accordance with the standards of the Public Company Accounting Oversight Board (United States). Those standards require that we plan and perform the audit to obtain reasonable assurance about whether effective internal control over financial reporting was maintained in all material respects. Our audit included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audit also included performing such other procedures as we considered necessary in the circumstances. We believe that our audit provides a reasonable basis for our opinion.

A company's internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company's internal control over financial reporting includes those policies and procedures that (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (2) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (3) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company's assets that could have a material effect on the financial statements.

Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.

In our opinion, Markel Corporation maintained, in all material respects, effective internal control over financial reporting as of December 31, 2014, based on criteria established in Internal Control—Integrated Framework (1992) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States), the consolidated balance sheets of Markel Corporation and subsidiaries as of December 31, 2014 and 2013, and the related consolidated statements of income and comprehensive income, changes in equity, and cash flows for each of the years in the three-year period ended December 31, 2014, and our report dated February 27, 2015 expressed an unqualified opinion on those consolidated financial statements.


Richmond, Virginia
February 27, 2015


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MANAGEMENT'S REPORT ON INTERNAL CONTROL OVER FINANCIAL REPORTING


Management is responsible for establishing and maintaining adequate internal control over financial reporting, as defined in Rule 13a-15(f) under the Securities Exchange Act of 1934. Our internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles.

Management does not expect that its internal control over financial reporting will prevent all error and all fraud. A control system, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance that the objectives of the control system are met. Internal control over financial reporting is a process that involves human diligence and compliance and is subject to lapses in judgment and breakdowns resulting from human failures. Because of the inherent limitations in all control systems, no evaluation of controls can provide absolute assurance that all control issues and instances of fraud, if any, have been detected. The design of any system of internal control over financial reporting also is based in part upon certain assumptions about the likelihood of future events, and there can be no assurance that any design will succeed in achieving its stated goals under all potential future conditions.

Under the supervision and with the participation of management, including the Chief Executive Officer and the Chief Financial Officer, we evaluated the effectiveness of our internal control over financial reporting as of December 31, 2014, based on criteria established in Internal Control—Integrated Framework (1992) issued by the Committee of Sponsoring Organizations of the Treadway Commission. Based on our evaluation, we have concluded that we maintained effective internal control over financial reporting as of December 31, 2014.

KPMG LLP, our independent registered public accounting firm, has issued an attestation report on the effectiveness of the Company's internal control over financial reporting, which is included herein.

Alan I. KirshnerAnne G. Waleski
Chief Executive OfficerChief Financial Officer
February 27, 2015


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MANAGEMENT'S DISCUSSION & ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS

Critical Accounting Estimates


The accompanying consolidated financial statements and related notes have been prepared in accordance with U.S. generally accepted accounting principles (U.S. GAAP) and include the accounts of Markel Corporation and its subsidiaries.subsidiaries, as well as any variable interest entities that meet the requirements for consolidation (the Company). For a discussion of our significant accounting policies, see note 1 of the notes to consolidated financial statements.

The following discussion and analysis should be read in conjunction with Selected Financial Data, the consolidated financial statements and related notes and the discussion under "Risk Factors" and "Safe Harbor and Cautionary Statement."

Our Business


We are a diverse financial holding company serving a variety of niche markets. Our principal business markets and underwrites specialty insurance products. We believe that our specialty product focus and niche market strategy enable us to develop expertise and specialized market knowledge. We seek to differentiate ourselves from competitors by our expertise, service, continuity and other value-based considerations. We also own interests in various businesses that operate outside of the specialty insurance marketplace. Our financial goals are to earn consistent underwriting and operating profits and superior investment returns to build shareholder value.

Our business is comprised of the following types of operations:
Underwriting - our underwriting operations are comprised of our risk-bearing insurance operations, which include the run-off of underwriting operations that were discontinued in conjunction with acquisitions
Investing - our investing activities are primarily related to our underwriting operations
Program Services - our program services business serves as a fronting platform that provides other insurance companies access to the U.S. property and casualty insurance market
Markel CATCo - our Markel CATCo operations include an investment fund manager that offers insurance-linked securities to investors
Markel Ventures - our Markel Ventures operations include our controlling interests in a diverse portfolio of businesses that operate outside of the specialty insurance marketplace

Through December 31, 2017, we monitored and reported our ongoing underwriting operations in the following three segments: U.S. Insurance, International Insurance and Reinsurance. In determining how to aggregate and monitor our underwriting results, management considered many factors, including the geographic location and regulatory environment of the insurance entity underwriting the risk, the nature of the insurance product sold, the type of account written and the type of customer served.

With the continued growth and diversification of our business, beginning in 2018, we no longer consider the geographic location of the insurance entity underwriting the risk when monitoring our underwriting operations and will monitor and report our ongoing underwriting operations on a global basis in the following two segments: Insurance and Reinsurance. The Insurance segment will include all direct business and facultative placements written across the Company, which currently are reported in our U.S. Insurance and International Insurance segments. The Reinsurance segment will remain unchanged.

The U.S. Insurance segment includes all direct business and facultative reinsurance placements written by our insurance subsidiaries domiciled in the United States. The International Insurance segment includes all direct business and facultative reinsurance placements written by our insurance subsidiaries domiciled outside of the United States, including our syndicate at Lloyd's of London (Lloyd's). The Reinsurance segment includes all treaty reinsurance written across the Company. Results for lines of business discontinued prior to, or in conjunction with, acquisitions, are reported in the Other Insurance (Discontinued Lines) segment. All investing activities related to our insurance operations are included in the Investing segment.


Our U.S. Insurance segment includes both hard-to-place risks written outside of the standard market on an excess and surplus lines basis and unique and hard-to-place risks that must be written on an admitted basis due to marketing and regulatory reasons. The following products are included in this segment: general liability, professional liability, catastrophe-exposed property, personal property, workers' compensation, specialty program insurance for well-defined niche markets, and liability coverages and other coverages tailored for unique exposures. Business in this segment is written through our Specialty division and our Wholesale and Global Insurance divisions, which were combined effective January 1, 2018 to form the Markel Assurance division. The Specialty division writes program insurance and other specialty coverages for well-defined niche markets, primarily on an admitted basis. The Wholesale division writes commercial risks, primarily on an excess and surplus lines basis, using a network of wholesale brokers managed on a regional basis. The Global Insurance division writes risks outside of the standard market on both an admitted and non-admitted basis. Global Insurance division business written by our U.S. insurance subsidiaries is included in this segment.

In November 2017, we completed the acquisition of State National Companies, Inc. (State National), a leading specialty provider of property and casualty insurance. The acquisition of State National adds a premier fronting platform to our insurance operations through which insurance products can be offered throughout the United States. State National also offers collateral protection insurance (CPI) to credit unions and regional banks. Results attributable to CPI business are included in the U.S. Insurance segment. Results attributable to the program services (fronting) operations are reported within our other operations, which are not included in a reportable segment.

In April 2017, we completed the acquisition of SureTec Financial Corp. (SureTec), a Texas-based privately held surety company primarily offering contract, commercial and court bonds. Results attributable to SureTec are included in the U.S. Insurance segment.

Our International Insurance segment writes risks that are characterized by either the unique nature of the exposure or the high limits of insurance coverage required by the insured. Risks written in the International Insurance segment are written on either a direct basis or a subscription basis, the latter of which means that loss exposures brought into the market are typically insured by more than one insurance company or Lloyd's syndicate. When we write business in the subscription market, we prefer to participate as lead underwriter in order to control underwriting terms, policy conditions and claims handling. Products offered within our International Insurance segment include primary and excess of loss property, excess liability, professional liability, marine and energy and liability coverages and other coverages tailored for unique exposures. Business included in this segment is produced through our Markel International and Global Insurance divisions. The Markel International division writes business worldwide from our London-based platform, which includes our syndicate at Lloyd's. Global Insurance division business written by our non-U.S. insurance subsidiaries, which primarily targets Fortune 1000 accounts, is included in this segment.

Our Reinsurance segment includes property, casualty and specialty treaty reinsurance products offered to other insurance and reinsurance companies globally through the broker market. Our treaty reinsurance offerings include both quota share and excess of loss reinsurance and are typically written on a participation basis, which means each reinsurer shares proportionally in the business ceded under the reinsurance treaty written. Principal lines of business include: property (including catastrophe-exposed property), professional liability, general casualty, credit, surety, auto and workers' compensation. Our reinsurance product offerings are underwritten by our Global Reinsurance division and our Markel International division.

For purposes of segment reporting, the Other Insurance (Discontinued Lines) segment includes lines of business that have been discontinued prior to, or in conjunction with, acquisitions. The lines were discontinued because we believed some aspect of the product, such as risk profile or competitive environment, would not allow us to earn consistent underwriting profits. The Other Insurance (Discontinued Lines) segment also includes development on asbestos and environmental (A&E) loss reserves and the results attributable to the run-off of our life and annuity reinsurance business.

In December 2015, we completed the acquisition of substantially all of the assets of CATCo Investment Management Ltd. (CATCo IM) and CATCo-Re Ltd. CATCo IM was an insurance-linked securities investment fund manager and reinsurance manager headquartered in Bermuda focused on building and managing highly diversified, collateralized retrocession and reinsurance portfolios covering global property catastrophe risks. Following the acquisition, we are operating this business through Markel CATCo Investment Management Ltd. (MCIM). MCIM receives management fees for its investment management and insurance management services, as well as performance fees based on the annual performance of the investment funds that it manages. Results attributable to MCIM are included with our other operations, which are not included in a reportable segment. As of December 31, 2017, MCIM's total investment and insurance assets under management were $6.2 billion, which includes $6.0 billion for unconsolidated variable interest entities.


Through our wholly owned subsidiary Markel Ventures, Inc. (Markel Ventures), we own interests in various businesses that operate outside of the specialty insurance marketplace. These businesses are viewed by management as separate and distinct from our insurance operations and are comprised of a diverse portfolio of businesses from various industries. Local management teams oversee the day-to-day operations of these companies, while strategic decisions are made in conjunction with members of our executive management team. While each of these businesses is operated independently, we aggregate their financial results into two industry groups: manufacturing and non-manufacturing. Our manufacturing operations are comprised of manufacturers of transportation and other industrial equipment. Our non-manufacturing operations are comprised of businesses from several industry groups, including consumer goods and services (including healthcare) and business services. Our strategy in making these investments is similar to our strategy for purchasing equity securities. We seek to invest in profitable companies, with honest and talented management, that exhibit reinvestment opportunities and capital discipline, at reasonable prices. We intend to own the businesses acquired for a long period of time.

In August 2017, we acquired 81% of Costa Farms, a Florida-based privately held grower of house and garden plants. Results attributable to Costa Farms are included with our Markel Ventures operations, which are not included in a reportable segment.

In December 2015, we acquired 80% of the outstanding shares of CapTech Ventures, Inc. (CapTech), a privately held company headquartered in Richmond, Virginia. CapTech is a management and IT consulting firm, providing services and solutions to a wide array of customers. Results attributable to CapTech are included with our Markel Ventures operations, which are not included in a reportable segment.

We historically monitored and assessed the performance of each of our Markel Ventures businesses separately with no single business being individually significant to the operations of the Company as a whole. Following the continued growth in our Markel Ventures operations and its aggregate significance to our financial results, beginning in 2018, we will monitor and report our Markel Ventures operations as a single operating segment, consistent with the way our chief operating decision maker now reviews and assesses Markel Ventures’ performance.

For further discussion of our lines of business, principal products offered, distribution channels, competition, underwriting philosophy and our Markel Ventures operations, see the discussion under Business Overview.


Critical Accounting Estimates


Critical accounting estimates are those estimates that both are important to the portrayal of our financial condition and results of operations and require us to exercise significant judgment. The preparation of financial statements in accordance with U.S. GAAP requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues and expenses and the disclosure of material contingent assets and liabilities, including litigation contingencies. These estimates, by necessity, are based on assumptions about numerous factors.

We review the following critical accounting estimates and assumptions quarterly: evaluating the adequacy of reserves for unpaid losses and loss adjustment expenses, life and annuity reinsurance benefit reserves, the reinsurance allowance for doubtful accounts and income tax liabilities, as well as analyzing the recoverability of deferred tax assets, estimating reinsurance premiums written and earned and evaluating the investment portfolio for other-than-temporary declines in estimated fair value. Critical accounting estimates and assumptions for goodwill and intangible assets are reviewed in conjunction with an acquisition and goodwill and indefinite-lived intangible assets are reassessed at least annually for impairment. Actual results may differ materially from the estimates and assumptions used in preparing the consolidated financial statements.

Unpaid Losses and Loss Adjustment Expenses

Our consolidated balance sheet included estimated unpaid losses and loss adjustment expenses of $10.4$13.6 billion and reinsurance recoverable on unpaid losses of $1.9$4.6 billion at December 31, 20142017 compared to $10.3$10.1 billion and $1.9$2.0 billion,, respectively, at December 31, 2013. We do not discount our reserves2016. Included in the December 31, 2017 balances for both unpaid losses and loss adjustment expenses and reinsurance recoverable on unpaid losses were $2.2 billion attributable to reflect estimated present value, except for reserves assumed in connection with an acquisition, which are recorded at fair value at the acquisition date.our program services business.

We accrue liabilities for unpaid losses and loss adjustment expenses based upon estimates of the ultimate amounts payable. We maintain reserves for specific claims incurred and reported (case reserves) and reserves for claims incurred but not reported (IBNR reserves).

Reported claims are in various stages of the settlement process, and the corresponding reserves for reported claims are based upon all information available to us. Case reserves consider our estimate of the ultimate cost to settle the claims, including investigation and defense of lawsuits resulting from the claims, and may be subject to adjustment for differences between costs originally estimated and costs subsequently re-estimated or incurred. Claims are settled based upon their merits, and some claims may take years to settle, especially if legal action is involved.

For our insurance operations, we are generally notified of insured losses by our insureds or their brokers. Based on this information, we establish case reserves by estimating the expected ultimate losses from the claim (including any administrative costs associated with settling the claim). Our claims personnel use their knowledge of the specific claim along with internal and external experts, including underwriters, actuaries and legal counsel, to estimate the expected ultimate losses.

For our reinsurance operations, case reserves are generally established based on reports received from ceding companies or their brokers. For excess of loss contracts, we are typically notified of insurance losses on specific contracts and record a case reserve for the estimated expected ultimate losses from the claim. For quota share contracts, we typically receive aggregated claims information and record a case reserve based on that information. As with insurance business, we evaluate this information and estimate the expected ultimate losses.

As of any balance sheet date, all claims have not yet been reported, and some claims may not be reported for many years. As a result, the liability for unpaid losses and loss adjustment expenses includes significant estimates for incurred but not reported claims.


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There is normally a time lag between when a loss event occurs and when it is actually reported to us. The actuarial methods that we use to estimate losses have been designed to address the lag in loss reporting as well as the delay in obtaining information that would allow us to more accurately estimate future payments. There is also often a time lag between cedents establishing case reserves and re-estimating their reserves, and notifying us of the new or revised case reserves. As a result, the reporting lag is more pronounced in our reinsurance contracts than in our insurance contracts due to the reliance on ceding companies to report their claims to us. On reinsurance transactions, the reporting lag will generally be 60 to 90 days after the end of a reporting period, but can be longer in some cases. Based on the experience of our actuaries and management, we select loss development factors and trending techniques to mitigate the difficulties caused by reporting lags. We regularlyAt least annually, we evaluate and update our loss development and trending factor selections using cedent specific and industry data.

U.S. GAAP requires that IBNR reserves be based on the estimated ultimate cost of settling claims, including the effects of inflation and other social and economic factors, using past experience adjusted for current trends and any other factors that would modify past experience. IBNR reserves are generally calculated by subtracting paid losses and case reserves from estimated ultimate losses. IBNR reserves were 65%64% of total unpaid losses and loss adjustment expenses at December 31, 20142017 compared to 64%67% at December 31, 20132016.


Each quarter, our actuaries prepare estimates of the ultimate liability for unpaid losses and loss adjustment expenses based on established actuarial methods. Management reviews these estimates, supplements the actuarial analyses with information provided by claims, underwriting and other operational personnel and determines its best estimate of loss reserves, which is recorded in our consolidated financial statements. Our procedures for determining the adequacy of loss reserves at the end of the year are substantially similar to the procedures applied at the end of each interim period.

Any adjustments to reserves resulting from our interim or year-end reviews, including changes in estimates, are recorded as a component of losses and loss adjustment expenses in the period of the change. Reserve changes that increase previous estimates of ultimate claims cost are referred to as unfavorable or adverse development, or reserve strengthening. Reserve changes that decrease previous estimates of ultimate claims cost are referred to as favorable development.

Program Services

For our program services business, case reserves are generally established based on reports received from the general agents or reinsurers with whom we do business. Our actuaries review the loss reserve data received for sufficiency, consistency with historical data and for consistency with other programs we write that have similar characteristics. If the data is not credible, or where no data is available, the loss reserves are calculated using our experience or industry experience for similar products or lines of business. All of the premium written in our program services business is ceded and net reserves for unpaid losses and loss adjustment expenses as of December 31, 2017 were $2.4 million.

Underwriting

For our insurance operations, we are generally notified of insured losses by our insureds or their brokers. Based on this information, we establish case reserves by estimating the expected ultimate losses from the claim (including any administrative costs associated with settling the claim). Our claims personnel use their knowledge of the specific claim along with internal and external experts, including underwriters, actuaries and legal counsel, to estimate the expected ultimate losses.

For our reinsurance operations, case reserves are generally established based on reports received from ceding companies or their brokers. For excess of loss contracts, we are typically notified of insurance losses on specific contracts and record a case reserve for the estimated expected ultimate losses from the claim. For quota share contracts, we typically receive aggregated claims information and record a case reserve based on that information. As with insurance business, we evaluate this information and estimate the expected ultimate losses.

Our liabilities for unpaid losses and loss adjustment expenses can generally be categorized into two distinct groups, short-tail business and long-tail business. Short-tail business refers to lines of business, such as property, accident and health, automobile, watercraft and marine hull exposures, for which losses are usually known and paid shortly after the loss actually occurs. Long-tail business describes lines of business for which specific losses may not be known and reported for some period and losses take much longer to emerge. Given the time frame over which long-tail exposures are ultimately settled, there is greater uncertainty and volatility in these lines than in short-tail lines of business. Our long-tail coverages consist of most casualty lines, including professional liability, directors' and officers' liability, products liability, general and excess liability and excess and umbrella exposures, as well as workers' compensation insurance. Some factors that contribute to the uncertainty and volatility of long-tail casualty programs, and thus require a significant degree of judgment in the reserving process, include the inherent uncertainty as to the length of reporting and payment development patterns, the possibility of judicial interpretations or legislative changes, including changes in workers' compensation benefit laws, that might impact future loss experience relative to prior loss experience and the potential lack of comparability of the underlying data used in performing loss reserve analyses. For example, we have exposure to auto casualty claims in the United Kingdom (U.K.) through reinsurance contracts written on the 2014 and prior years of account. In the United Kingdom, the calculation of these outstanding claims is informed by the discount rate used in determining lump sum awards in personal injury cases referenced in the Ogden tables. Effective March 20, 2017, the Ogden Rate decreased from plus 2.5% to minus 0.75%, which represents the first rate change since 2001. The reduction in the Ogden Rate increased the expected claims payments on these exposures, and we increased loss reserves accordingly.


Our ultimate liability may be greater or less than current reserves. Changes in our estimated ultimate liability for loss reserves generally occur as a result of the emergence of unanticipated loss activity, the completion of specific actuarial or claims studies or changes in internal or external factors. We closely monitor new information on reported claims and use statistical analyses prepared by our actuaries to evaluate the adequacy of our recorded reserves. We are required to exercise considerable judgment when assessing the relative credibility of loss development trends. Our philosophy is to establish loss reserves that are more likely redundant than deficient. This means that we seek to establish loss reserves that will ultimately prove to be adequate. As a result, if new information or trends indicate an increase in frequency or severity of claims in excess of what we initially anticipated, we generally respond quickly and increase loss reserves. If, however, frequency or severity trends are more favorable than initially anticipated, we often wait to reduce our loss reserves until we can evaluate experience in additional periods to confirm the credibility of the trend. In addition, for long-tail lines of business, trends develop over longer periods of time, and as a result, we give credibility to these trends more slowly than for short-tail or less volatile lines of business.

Each quarter, our actuaries prepare estimates of the ultimate liability for unpaid losses and loss adjustment expenses based on established actuarial methods. Management reviews these estimates, supplements the actuarial analyses with information provided by claims, underwriting and other operational personnel and determines its best estimate of loss reserves, which is recorded in our financial statements. Our procedures for determining the adequacy of loss reserves at the end of the year are substantially similar to the procedures applied at the end of each interim period.

Additionally, once a year, generally during the third quarter, we conduct a detailed review of our liability for unpaid losses and loss adjustment expenses for asbestos and environmental (A&E) claims. If there is significant development on A&E claims in advance of the annual review, such development is considered by our actuaries and by management as As part of our quarterly review process. We consider a detailed annual review appropriate because A&E claims develop slowly,acquisition of underwriting operations, to the extent the reserving philosophy of the acquired business is less conservative than our reserving philosophy, the post-acquisition loss reserves will be strengthened until total loss reserves are typically reported and paid many years after the loss event occurs and, historically, have exhibited a high degreeconsistent with our target level of variability.confidence.

Any adjustments to reserves resulting from our interim or year-end reviews, including changes in estimates, are recorded as a component of losses and loss adjustment expenses in the period of the change. Reserve changes that increase previous estimates of ultimate claims cost are referred to as unfavorable or adverse development, deficiencies or reserve strengthening. Reserve changes that decrease previous estimates of ultimate claims cost are referred to as favorable development or redundancies.


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In establishing our liabilities for unpaid losses and loss adjustment expenses, our actuaries estimate an ultimate loss ratio, by accident year or policy year, for each of our product lines with input from our underwriting and claims associates. For product lines in which loss reserves are established on a policy year basis, we have developed a methodology to convert from policy year to accident year for financial reporting purposes. In estimating an ultimate loss ratio for a particular line of business, our actuaries may use one or more actuarial reserving methods and select from these a single point estimate. To varying degrees, these methods include detailed statistical analysis of past claim reporting, settlement activity, claim frequency and severity, policyholder loss experience, industry loss experience and changes in market conditions, policy forms and exposures. The actuarial methods we use include:

Initial Expected Loss Ratio Method – This method multiplies earned premiums by an expected loss ratio. The expected loss ratio is selected utilizing industry data, our historical data, frequency-severity and rate level forecasts and professional judgment.

Paid Loss Development – This method uses historical loss payment patterns to estimate future loss payment patterns. Our actuaries use the historical loss patterns to develop factors that are applied to current paid loss amounts to calculate expected ultimate losses.

Incurred Loss Development – This method uses historical loss reporting patterns to estimate future loss reporting patterns. Our actuaries use the historical loss patterns to develop factors that are applied to current reported losses to calculate expected ultimate losses.

Bornhuetter-Ferguson Paid Loss Development – This method divides the projection of ultimate losses into the portion that has already been paid and the portion that has yet to be paid. The portion that has yet to be paid is estimated as the product of three amounts: the premium earned for the exposure period, the expected loss ratio and the percentage of ultimate losses that are still unpaid. The expected loss ratio is selected by considering historical loss ratios, adjusted for any known changes in pricing, loss trends, adequacy of case reserves, changes in administrative practices and other relevant factors.

Bornhuetter-Ferguson Incurred Loss Development – This method is identical to the Bornhuetter-Ferguson paid loss development method, except that it uses the percentage of ultimate losses that are still unreported, instead of the percentage of ultimate losses that are still unpaid.

Frequency/Severity – Under this method, expected ultimate losses are equal to the product of the expected ultimate number of claims and the expected ultimate average cost per claim. Our actuaries use historical reporting patterns and severity patterns to develop factors that are applied to the current reported amounts to calculate expected ultimate losses.

Outstanding to IBNR Ratio Method – Under this method, IBNR is based on a detailed review of remaining open claims. This method assumes that the estimated future loss development is indicated by the current level of case reserves.


Each actuarial method has its own set of assumptions and its own strengths and limitations, with no one method being better than the others in all situations. Our actuaries select the reserving methods that they believe will produce the most reliable estimate for the class of business being evaluated. Greater judgment may be required when we introduce new product lines or when there have been changes in claims handling practices, as the statistical data available may be insufficient. In these instances, we may rely upon assumptions applied to similar lines of business, rely more heavily on industry experience, take into account changes in underwriting guidelines and risk selection or review the impact of changes in claims reserving practices with claims personnel.

For example, in January 2013, we acquired Essentia Insurance Company, a company that underwrites insurance exclusively for Hagerty Insurance Agency and Hagerty Classic Marine Insurance Agency (collectively, Hagerty). Hagerty offers liability and physical damage insurance for classic cars, vintage boats, motorcycles and related automotive collectibles. Because Markel had limited exposure to such risks in the past, we supplemented our limited data and loss experience with third-party data. Working with Hagerty, we were able to obtain loss development triangles for the business Hagerty had underwritten with their previous carriers. Markel now aggregates that data with our own data for use in the pricing of and reserving for the Hagerty portfolio of business.


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A key assumption in most actuarial analyses is that past development patterns will repeat themselves in the future, absent a significant change in internal or external factors that influence the ultimate cost of our unpaid losses and loss adjustment expenses. Our estimates reflect implicit and explicit assumptions regarding the potential effects of external factors, including economic and social inflation, judicial decisions, changes in law, general economic conditions and recent trends in these factors. Our actuarial analyses are based on statistical analysis but also consist of reviewing internal factors that are difficult to analyze statistically, including underwriting and claims handling changes. In some of our markets, and where we act as a reinsurer, the timing and amount of information reported about underlying claims are in the control of third parties. This can also affect estimates and require re-estimation as new information becomes available.

As indicated above, we may use one or more actuarial reserving methods, which incorporate numerous underlying judgments and assumptions, to establish our estimate of ultimate loss reserves. While we use our best judgment in establishing our estimate for loss reserves, applying different assumptions and variables could lead to significantly different loss reserve estimates.

Loss frequency and loss severity are two key measures of loss activity that often result in adjustments to actuarial assumptions relative to ultimate loss reserve estimates. Loss frequency measures the number of claims per unit of insured exposure. When the number of newly reported claims is higher than anticipated, generally speaking, loss reserves are increased. Conversely, loss reserves are generally decreased when fewer claims are reported than expected. Loss severity measures the average size of a claim. When the average severity of reported claims is higher than originally estimated, loss reserves are typically increased. When the average claim size is lower than anticipated, loss reserves are typically decreased. For example, in each of the past three years, we experienced redundanciesfavorable development on prior years' loss reserves in our specified medicalbrokerage products liability product line as a result of decreases in loss severity, while over the past three yearsseverity. During 2016, we have experienced deficienciesunfavorable development on prior years' loss reserves related to our A&E exposuresspecified medical and medical malpractice product lines as a result of increases in loss severity.frequency.

Changes in prior years' loss reserves, including the trends and factors that impacted loss reserve development, as well as the likelihood that such trends and factors could result in future loss reserve development, are discussed in further detail under "Results of Operations."

Loss reserves are established at management's best estimate, which is generally higher than the corresponding actuarially calculated point estimate. The actuarial point estimate represents our actuaries' estimate of the most likely amount that will ultimately be paid to settle the loss reserves we have recorded at a particular point in time; however, there is inherent uncertainty in the point estimate as it is the expected value in a range of possible reserve estimates. In some cases, actuarial analyses, which are based on statistical analysis, cannot fully incorporate all of the subjective factors that affect development of losses. In other cases, management's perspective of these more subjective factors may differ from the actuarial perspective. Subjective factors where management's perspective may differ from that of the actuaries include: the credibility and timeliness of claims information received from third parties, economic and social inflation, judicial decisions, changes in law, changes in underwriting or claims handling practices, general economic conditions, the risk of moral hazard and other current and developing trends within the insurance and reinsurance markets, including the effects of competition. As a result, the actuarially calculated point estimates for each of our lines of business represent starting points for management's quarterly review of loss reserves.


In management's opinion, the actuarially calculated point estimate generally underestimates both the ultimate favorable impact of a hard insurance market and the ultimate adverse impact of a soft insurance market. Therefore, the percentage by which management's best estimate exceeds the actuarial point estimate will generally be higher during a soft market than during a hard market. Additionally, following an acquisition of insurance operations, to the extent the reserving philosophy of the acquired business is less conservative than our reserving philosophy, the percentage by which management's best estimate exceeds the actuarial point estimate will generally be lower until we build total loss reserves that are consistent with our historic level of confidence. Management's best estimate of net reserves for unpaid losses and loss adjustment expenses exceeded the actuarially calculated point estimate by $637$576.9 million, or 8.2%6.9%, at December 31, 2014,2017, compared to $591$537.4 million, or 7.7%7.2%, at December 31, 2013. The increase in the percentage of management's best estimate over the actuarially calculated point estimate is primarily attributable to an increase in the level of confidence of net reserves for unpaid losses and loss adjustment expenses attributable to the more volatile, long-tail product lines that we began writing in connection with the acquisition of Alterra Capital Holdings Limited (Alterra). In 2013, the percentage by which management's best estimate exceeded the actuarially calculated point estimate was lower for loss reserves held on these product lines than our historical carried reserves. Although we believe the loss reserves recorded in connection with the acquisition of Alterra were adequate, management is applying its more conservative reserving philosophy to reserves on premiums earned after the acquisition.2016.


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The difference between management's best estimate and the actuarially calculated point estimate in both 20142017 and 20132016 is primarily associated with our long-tail business. Actuarial estimates can underestimate the adverse effects of a soft insurance market because the impact of changes in risk selection and terms and conditions can be difficult to quantify. In addition, the frequency of claims may increase in a recessionary environment. Similarly, the risk an insured will intentionally cause or be indifferent to loss may increase during an economic downturn, and the attention to loss prevention measures may decrease. These subjective factors affect the development of losses and represent instances where management's perspectives may differ from those of our actuaries. As a result, management has attributed less credibility than our actuaries to favorable trends experienced on our long-tail business during soft market periods and has not incorporated these favorable trends into its best estimate to the same extent as the actuaries.

See note 9 of the notes to consolidated financial statements for further details regarding the historical development of reserves for losses and loss adjustment expenses and changes in methodologies and assumptions used to calculate reserves for unpaid losses and loss adjustment expenses.

Management also considers the range, or variability, of reasonably possible losses determined by our actuaries when establishing its best estimate for loss reserves. The actuarial ranges represent our actuaries' estimate of a likely lowest amount and likely highest amount that will ultimately be paid to settle the loss reserves we have recorded at a particular point in time. The range determinations are based on estimates and actuarial judgments and are intended to encompass reasonably likely changes in one or more of the factors that were used to determine the point estimates. Using statistical models, our actuaries establish high and low ends of a range of reasonable reserve estimates for each of our operating segments.

The following table summarizes our reserves for net unpaid losses and loss adjustment expenses and the actuarially established high and low ends of a range of reasonable reserve estimates by segment, at December 31, 2014.2017. As described in note 9 of the notes to consolidated financial statements, unpaid losses and loss adjustment expenses attributable to acquisitions are recorded at fair value as of the acquisition date, which generally consists of the present value of the expected net loss and loss adjustment expense payments plus a risk premium. The net loss reserves presented in this table represent our estimated future payments for losses and loss adjustment expenses, whereas the reserves for unpaid losses and loss adjustment expenses included in the consolidated balance sheet include the unamortized portion of fair value adjustments recorded in conjunction with an acquisition.

(dollars in millions)
Net Loss
Reserves Held (1)
 
Low End of
Actuarial
    Range(2)
 
High End of
Actuarial
   Range(2)
Net Loss
Reserves Held
 
Low End of
Actuarial
    Range(1)
 
High End of
Actuarial
   Range(1)
U.S. Insurance$2,974.1
 $2,569.4
 $3,051.1
$3,500.1
 $3,033.5
 $3,786.3
International Insurance2,330.8
 1,870.1
 2,464.7
2,261.7
 1,805.8
 2,520.5
Reinsurance2,616.2
 1,837.2
 3,167.6
2,886.1
 2,087.3
 3,240.7
Other Insurance (Discontinued Lines)499.7
 115.8
 1,030.7
263.0
 208.1
 426.8
(1)
As described in note 2 of the notes to consolidated financial statements, unpaid losses and loss adjustment expenses attributable to Alterra were recorded at fair value as of May 1, 2013 (the Acquisition Date), which consists of the present value of the expected net loss and loss adjustment expense payments plus a risk premium. The net loss reserves presented in this table represent our estimated future payments for losses and loss adjustment expenses, whereas the reserves for unpaid losses and loss adjustment expenses included in the consolidated balance sheet include the unamortized portion of the fair value adjustment recorded at the Acquisition Date.
(2) 
Due to the actuarial methods used to determine the separate ranges for each segment of our business, it is not appropriate to aggregate the high or low ends of the separate ranges to determine the high and low ends of the actuarial range on a consolidated basis.

Undue reliance should not be placed on these ranges of estimates as they are only one of many points of reference used by management to determine its best estimate of ultimate losses. Further, actuarial ranges may not be a true reflection of the potential variability between loss reserves estimated at the balance sheet date and the ultimate cost of settling claims. Actuarial ranges are developed based on known events as of the valuation date, while ultimate losses are subject to events and circumstances that are unknown as of the valuation date.


We place less reliance on the range established for our Other Insurance (Discontinued Lines) segment than on the ranges established for our other operating segments. The range established for our Other Insurance (Discontinued Lines) segment includes exposures related to acquired lines of business, many of which are no longer being written, that were not subject to our underwriting discipline and controls prior to our acquisition. Additionally, A&E exposures, which are subject to an uncertain and unfavorable legal environment, account for approximately 60%40% of the net loss reserves considered in the range established for our Other Insurance (Discontinued Lines) segment.

Our exposure to A&E claims results from policies written by acquired insurance operations before their acquisitions. The exposure to A&E claims originated from umbrella, excess and commercial general liability (CGL) insurance policies and assumed reinsurance contracts that were written on an occurrence basis from the 1970s to mid-1980s. Exposure also originated from claims-made policies that were designed to cover environmental risks provided that all other terms and conditions of the policy were met. A&E claims include property damage and clean-up costs related to pollution, as well as personal injury allegedly arising from exposure to hazardous materials. After 1986, we began underwriting CGL coverage with pollution exclusions, and in some lines of business we began using a claims-made form. These changes significantly reduced our exposure to future A&E claims on post-1986 business.


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There is significant judgment required in estimating the amount of our potential exposure from A&E claims due to the limited and variable historical data on A&E losses as compared to other types of claims, the potential significant reporting delays of claims from insureds to insurance companies and the continuing evolution of laws and judicial interpretations of those laws relative to A&E exposures. Due to these unique aspects of A&E exposures, the ultimate value of loss reserves for A&E claims cannot be estimated using traditional methods and is subject to greater uncertainty than other types of claims. Other factors contributing to the significant uncertainty in estimating A&E reserves include: uncertainty as to the number and identity of insureds with potential exposure; uncertainty as to the number of claims filed by exposed, but not ill, individuals; uncertainty as to the settlement values to be paid; difficulty in properly allocating responsibility and liability for the loss, especially if the claim involves multiple insurance providers or multiple policy periods; growth in the number and significance of bankruptcies of asbestos defendants; uncertainty as to the financial status of companies that insured or reinsured all or part of A&E claims; and inconsistent court decisions and interpretations with respect to underlying policy intent and coverage.

Due to these uncertainties, it is not possible to estimate our ultimate liability for A&E exposures with the same degree of reliability as with other types of exposures. Future development will be affected by the factors mentioned above and could have a material effect on our results of operations, cash flows and financial position. As of December 31, 20142017, and 2016, our consolidated balance sheetsheets included estimated net reserves for A&E losses and loss adjustment expenses of $287.7$104.7 million and $111.6 million, respectively.

In March 2015, we completed a retroactive reinsurance transaction to cede a portfolio of policies primarily comprised of liabilities arising from A&E exposures that originated before 1992 to a third party. Effective March 31, 2017, the related reserves, which totaled $69.1 million, were formally transferred to the third party by way of a Part VII transfer pursuant to the Financial Services and Markets Act 2000 of the United Kingdom. The Part VII transfer eliminates the uncertainty regarding the potential for adverse development of estimated ultimate liabilities on the underlying policies. In October 2015, we completed a second retroactive reinsurance transaction to cede a portfolio of policies primarily comprised of liabilities arising from A&E exposures that originated before 1987. The transaction provides up to $300 million of coverage for losses in excess of a $97.0 million retention on the ceded policies and 50% coverage on an additional $100 million of losses. After considering our retention on the ceded policies, ceded reserves for unpaid losses and loss adjustment expenses totaled $76.4 million. As of December 31, 2017, our total reinsurance recoverable on unpaid losses for A&E exposures was 62% of our gross reserves for A&E exposures.

We seek to establish appropriate reserve levels for A&E exposures;exposures, including A&E exposures ceded to third parties under retroactive reinsurance transactions; however, these reserves could increase in the future. Any future adverse development on reserves subject to retroactive reinsurance contracts will result in increases in our gross reserves for unpaid losses and loss adjustment expenses for A&E exposures and will be recognized in net income in the current period. Any corresponding benefit for ceded losses, however, will be deferred and recognized as claims are settled. These reserves are not discounted to present value and are forecasted to pay out over the next 40 to 50 years.years as claims are settled.


Life and Annuity Benefits

Prior to its acquisition, Alterra entered intoWe previously acquired a block of life and annuity reinsurance contracts which subject us to mortality, longevity and morbidity risks. The related reserves are compiled by our actuaries on a reinsurance contract-by-contract basis and are computed on a discounted basis using standard actuarial techniques and cash flow models. Since the development of our life and annuity reinsurance reserves is based upon cash flow projection models, we must make estimates and assumptions based on cedent experience, industry mortality tables, and expense and investment experience, including a provision for adverse deviation. The assumptions used to determine policy benefit reserves were determined as of the Acquisition Date and are generally locked-in for the life of the contract unless an unlocking event occurs. To the extent existing policy reserves, together with the present value of future gross premiums and expected investment income earned thereon, are not adequate to cover the present value of future benefits, settlement and maintenance costs, the locked-in assumptions are revised to current best estimate assumptions and a charge to earnings for life and annuity benefits is recognized at that time. Our consolidated balance sheets at December 31, 20142017 and 20132016 included reserves for life and annuity benefits of $1.3$1.1 billion and $1.5$1.0 billion, respectively.

Because of the assumptions and estimates used in establishing reserves for life and annuity benefit obligations and the long-term nature of these reinsurance contracts, the ultimate liability may be greater or less than the estimates. The average discount rate for the life and annuity benefit reserves was 2.3% as of December 31, 2014.2017.

Reinsurance Premiums

Our assumed reinsurance premiums are recorded at the inception of each contract based upon contract terms and information received from cedents and brokers. For excess of loss contracts, the amount of minimum or deposit premium is usually contractually documented at inception, and variances between this premium and final premium are generally small. An adjustment is made to the minimum or deposit premium, when notified, if there are changes in underlying exposures insured. For quota share contracts, gross premiums written are normally estimated at inception based on information provided by cedents or brokers. We generally record such premiums using the cedent's initial estimates, and then adjust them as more current information becomes available, with such adjustments recorded as premiums written in the period they are determined. We believe that the cedent's estimate of the volume of business they expect to cede to us usually represents the best estimate of gross premium written at the beginning of the contract. As the contract progresses, we monitor actual premium received in conjunction with correspondence from the cedent in order to refine our estimate. Variances from original premium estimates are normally greater for quota share contracts than excess of loss contracts. Premiums are earned on a pro rata basis over the coverage period, or for multi-year contracts, in proportion with the underlying risk exposure to the extent there is variability in the exposure throughout the coverage period. The impact of premium adjustments to net income may be mitigated by related acquisition costs and losses.


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Certain contracts we write, particularly property catastrophe reinsurance contracts, provide for reinstatements of coverage. Reinstatement premiums are the premiums for the restoration of the reinsurance limit of a contract to its full amount after a loss occurrence by the reinsured. The purpose of optional and required reinstatements is to permit the reinsured to reinstate the reinsurance coverage at a pre-determined price level once a loss event has penetrated the reinsurance layer. In addition, required reinstatement premiums permit the reinsurer to obtain additional premiums to cover the additional loss limits provided.

We accrue for reinstatement premiums resulting from losses recorded. Such accruals are based upon contractual terms and the only element of management judgment involved is with respect to the amount of losses recorded. Changes in estimates of losses recorded on contracts with reinstatement premium features will result in changes in reinstatement premiums based on contractual terms. Reinstatement premiums are recognized at the time we record losses and are earned on a pro-ratapro rata basis over the coverage period.

Ceded Reinsurance Allowance for Doubtful Accounts

We evaluate and adjust reserves for uncollectible ceded reinsurance based upon our collection experience, the financial condition of our reinsurers, collateral held and the development of our gross loss reserves. Our consolidated balance sheets at December 31, 20142017 and 20132016 included a reinsurance allowance for doubtful accounts of $59.8$34.0 million and $76.2$36.8 million, respectively. The decrease inrespectively, all of which is attributable to our underwriting operations. Based on the significant amounts of collateral held on our program services business and historical collection experience, we have not recorded a reinsurance allowance for doubtful accounts in 2014 was due to write-offs of uncollectible balances and a decrease in the estimate of uncollectible reinsurance recoverables as December 31, 2014.on this business.

Reinsurance recoverables recorded on insurance losses ceded under reinsurance contracts are subject to judgments and uncertainties similar to those involved in estimating gross loss reserves. In addition to these uncertainties, our reinsurance recoverables may prove uncollectible if the reinsurers are unable or unwilling to perform under the reinsurance contracts. In establishing our reinsurance allowance for amounts deemed uncollectible, we evaluate the financial condition of our reinsurers and monitor concentration of credit risk arising from our exposure to individual reinsurers. To determine if an allowance is necessary, we consider, among other factors, published financial information, reports from rating agencies, payment history, collateral held and our legal right to offset balances recoverable against balances we may owe. Our ceded reinsurance allowance for doubtful accounts is subject to uncertainty and volatility due to the time lag involved in collecting amounts recoverable from reinsurers. Over the period of time that losses occur, reinsurers are billed and amounts are ultimately collected, economic conditions, as well as the operational and financial performance of particular reinsurers, may change and these changes may affect the reinsurers' willingness and ability to meet their contractual obligation to us. It is also difficult to fully evaluate the impact of major catastrophic events on the financial stability of reinsurers, as well as the access to capital that reinsurers may have when such events occur. The ceding of insurance does not legally discharge us from our primary liability for the full amount of the policies, and we will be required to pay the loss and bear collection risk if the reinsurers fail to meet their obligations under the reinsurance contracts.

Income Taxes and Uncertain Tax Positions

The preparation of our consolidated income tax provision, including the evaluation of tax positions we have taken or expect to take on our income tax returns, requires significant judgment. In evaluating our tax positions, we recognize the tax benefit from an uncertain tax position only if, based on the technical merits of the position, it is more likely than not that the tax position will be sustained upon examination by the taxing authorities. Tax positions that meet the more likely than not threshold are then measured using a probability weighted approach, whereby the largest amount of tax benefit that is greater than 50% likely of being realized upon ultimate settlement is recognized. At December 31, 2017, we did not have any material unrecognized tax benefits. The tax positions that we have taken or expect to take are based upon the application of tax laws and regulations, which are subject to interpretation, judgment and uncertainty. As a result, our actual liability for income taxes may differ significantly from our estimates.

We record deferred income taxes as assets or liabilities on our consolidated balance sheets to reflect the net tax effect of the temporary differences between the carrying amounts of assets and liabilities for financial reporting purposes and their respective tax bases. Deferred tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in years in which those temporary differences are expected to be recovered or settled. At December 31, 2014,2017 and 2016, our net deferred tax liability was $310.5$505.6 million compared to aand $330.5 million, respectively. The increase in our net deferred tax asset of $103.7 million at December 31, 2013. The changeliability in net deferred taxes in 20142017 was primarily driven by an increase in the deferred tax liability related to accumulated other comprehensive income resulting from an increase in net unrealized gains on investments in 2014.

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Table2017 and an increase in intangible assets attributable to acquisitions, partially offset by the remeasurement of Contentsour net deferred tax liability at the lower enacted U.S. corporate tax rate following the enactment of the Tax Cuts and Jobs Act (TCJA) in December 2017. See further discussion of the impact of the TCJA in note 8 of the notes consolidated financial statements.


Deferred tax assets are reduced by a valuation allowance when management believes it is more likely than not that some, or all, of the deferred tax assets will not be realized. As of December 31, 2014,2017 and 2016, our deferred tax assets were net of a valuation allowance of $4.8 million. We did not have a valuation allowance on our deferred tax assets at December 31, 2013.$25.2 million and $18.8 million, respectively. In evaluating our ability to realize our deferred tax assets and assessing the need for a valuation allowance at December 31, 20142017 and 2013,2016, we made estimates regarding the future taxable income of our foreign subsidiaries and judgments about our ability to pursue prudent and feasible tax planning strategies. A change in any of these estimates and judgments could result in the need to increase our valuation allowance through a charge to earnings. See note 8 of the notes to consolidated financial statements for further discussion of our consolidated income tax provision, uncertain tax positions and net operating losses.

Goodwill and Intangible AssetsOur Business


We are a diverse financial holding company serving a variety of niche markets. Our principal business markets and underwrites specialty insurance products. We believe that our specialty product focus and niche market strategy enable us to develop expertise and specialized market knowledge. We seek to differentiate ourselves from competitors by our expertise, service, continuity and other value-based considerations. We also own interests in various businesses that operate outside of the specialty insurance marketplace. Our financial goals are to earn consistent underwriting and operating profits and superior investment returns to build shareholder value.

Our business is comprised of the following types of operations:
Underwriting - our underwriting operations are comprised of our risk-bearing insurance operations, which include the run-off of underwriting operations that were discontinued in conjunction with acquisitions
Investing - our investing activities are primarily related to our underwriting operations
Program Services - our program services business serves as a fronting platform that provides other insurance companies access to the U.S. property and casualty insurance market
Markel CATCo - our Markel CATCo operations include an investment fund manager that offers insurance-linked securities to investors
Markel Ventures - our Markel Ventures operations include our controlling interests in a diverse portfolio of businesses that operate outside of the specialty insurance marketplace

Through December 31, 2017, we monitored and reported our ongoing underwriting operations in the following three segments: U.S. Insurance, International Insurance and Reinsurance. In determining how to aggregate and monitor our underwriting results, management considered many factors, including the geographic location and regulatory environment of the insurance entity underwriting the risk, the nature of the insurance product sold, the type of account written and the type of customer served.

With the continued growth and diversification of our business, beginning in 2018, we no longer consider the geographic location of the insurance entity underwriting the risk when monitoring our underwriting operations and will monitor and report our ongoing underwriting operations on a global basis in the following two segments: Insurance and Reinsurance. The Insurance segment will include all direct business and facultative placements written across the Company, which currently are reported in our U.S. Insurance and International Insurance segments. The Reinsurance segment will remain unchanged.

The U.S. Insurance segment includes all direct business and facultative reinsurance placements written by our insurance subsidiaries domiciled in the United States. The International Insurance segment includes all direct business and facultative reinsurance placements written by our insurance subsidiaries domiciled outside of the United States, including our syndicate at Lloyd's of London (Lloyd's). The Reinsurance segment includes all treaty reinsurance written across the Company. Results for lines of business discontinued prior to, or in conjunction with, acquisitions, are reported in the Other Insurance (Discontinued Lines) segment. All investing activities related to our insurance operations are included in the Investing segment.


Our U.S. Insurance segment includes both hard-to-place risks written outside of the standard market on an excess and surplus lines basis and unique and hard-to-place risks that must be written on an admitted basis due to marketing and regulatory reasons. The following products are included in this segment: general liability, professional liability, catastrophe-exposed property, personal property, workers' compensation, specialty program insurance for well-defined niche markets, and liability coverages and other coverages tailored for unique exposures. Business in this segment is written through our Specialty division and our Wholesale and Global Insurance divisions, which were combined effective January 1, 2018 to form the Markel Assurance division. The Specialty division writes program insurance and other specialty coverages for well-defined niche markets, primarily on an admitted basis. The Wholesale division writes commercial risks, primarily on an excess and surplus lines basis, using a network of wholesale brokers managed on a regional basis. The Global Insurance division writes risks outside of the standard market on both an admitted and non-admitted basis. Global Insurance division business written by our U.S. insurance subsidiaries is included in this segment.

In November 2017, we completed the acquisition of State National Companies, Inc. (State National), a leading specialty provider of property and casualty insurance. The acquisition of State National adds a premier fronting platform to our insurance operations through which insurance products can be offered throughout the United States. State National also offers collateral protection insurance (CPI) to credit unions and regional banks. Results attributable to CPI business are included in the U.S. Insurance segment. Results attributable to the program services (fronting) operations are reported within our other operations, which are not included in a reportable segment.

In April 2017, we completed the acquisition of SureTec Financial Corp. (SureTec), a Texas-based privately held surety company primarily offering contract, commercial and court bonds. Results attributable to SureTec are included in the U.S. Insurance segment.

Our International Insurance segment writes risks that are characterized by either the unique nature of the exposure or the high limits of insurance coverage required by the insured. Risks written in the International Insurance segment are written on either a direct basis or a subscription basis, the latter of which means that loss exposures brought into the market are typically insured by more than one insurance company or Lloyd's syndicate. When we write business in the subscription market, we prefer to participate as lead underwriter in order to control underwriting terms, policy conditions and claims handling. Products offered within our International Insurance segment include primary and excess of loss property, excess liability, professional liability, marine and energy and liability coverages and other coverages tailored for unique exposures. Business included in this segment is produced through our Markel International and Global Insurance divisions. The Markel International division writes business worldwide from our London-based platform, which includes our syndicate at Lloyd's. Global Insurance division business written by our non-U.S. insurance subsidiaries, which primarily targets Fortune 1000 accounts, is included in this segment.

Our Reinsurance segment includes property, casualty and specialty treaty reinsurance products offered to other insurance and reinsurance companies globally through the broker market. Our treaty reinsurance offerings include both quota share and excess of loss reinsurance and are typically written on a participation basis, which means each reinsurer shares proportionally in the business ceded under the reinsurance treaty written. Principal lines of business include: property (including catastrophe-exposed property), professional liability, general casualty, credit, surety, auto and workers' compensation. Our reinsurance product offerings are underwritten by our Global Reinsurance division and our Markel International division.

For purposes of segment reporting, the Other Insurance (Discontinued Lines) segment includes lines of business that have been discontinued prior to, or in conjunction with, acquisitions. The lines were discontinued because we believed some aspect of the product, such as risk profile or competitive environment, would not allow us to earn consistent underwriting profits. The Other Insurance (Discontinued Lines) segment also includes development on asbestos and environmental (A&E) loss reserves and the results attributable to the run-off of our life and annuity reinsurance business.

In December 2015, we completed the acquisition of substantially all of the assets of CATCo Investment Management Ltd. (CATCo IM) and CATCo-Re Ltd. CATCo IM was an insurance-linked securities investment fund manager and reinsurance manager headquartered in Bermuda focused on building and managing highly diversified, collateralized retrocession and reinsurance portfolios covering global property catastrophe risks. Following the acquisition, we are operating this business through Markel CATCo Investment Management Ltd. (MCIM). MCIM receives management fees for its investment management and insurance management services, as well as performance fees based on the annual performance of the investment funds that it manages. Results attributable to MCIM are included with our other operations, which are not included in a reportable segment. As of December 31, 2017, MCIM's total investment and insurance assets under management were $6.2 billion, which includes $6.0 billion for unconsolidated variable interest entities.


Through our wholly owned subsidiary Markel Ventures, Inc. (Markel Ventures), we own interests in various businesses that operate outside of the specialty insurance marketplace. These businesses are viewed by management as separate and distinct from our insurance operations and are comprised of a diverse portfolio of businesses from various industries. Local management teams oversee the day-to-day operations of these companies, while strategic decisions are made in conjunction with members of our executive management team. While each of these businesses is operated independently, we aggregate their financial results into two industry groups: manufacturing and non-manufacturing. Our manufacturing operations are comprised of manufacturers of transportation and other industrial equipment. Our non-manufacturing operations are comprised of businesses from several industry groups, including consumer goods and services (including healthcare) and business services. Our strategy in making these investments is similar to our strategy for purchasing equity securities. We seek to invest in profitable companies, with honest and talented management, that exhibit reinvestment opportunities and capital discipline, at reasonable prices. We intend to own the businesses acquired for a long period of time.

In August 2017, we acquired 81% of Costa Farms, a Florida-based privately held grower of house and garden plants. Results attributable to Costa Farms are included with our Markel Ventures operations, which are not included in a reportable segment.

In December 2015, we acquired 80% of the outstanding shares of CapTech Ventures, Inc. (CapTech), a privately held company headquartered in Richmond, Virginia. CapTech is a management and IT consulting firm, providing services and solutions to a wide array of customers. Results attributable to CapTech are included with our Markel Ventures operations, which are not included in a reportable segment.

We historically monitored and assessed the performance of each of our Markel Ventures businesses separately with no single business being individually significant to the operations of the Company as a whole. Following the continued growth in our Markel Ventures operations and its aggregate significance to our financial results, beginning in 2018, we will monitor and report our Markel Ventures operations as a single operating segment, consistent with the way our chief operating decision maker now reviews and assesses Markel Ventures’ performance.

For further discussion of our lines of business, principal products offered, distribution channels, competition, underwriting philosophy and our Markel Ventures operations, see the discussion under Business Overview.


Critical Accounting Estimates


Critical accounting estimates are those estimates that both are important to the portrayal of our financial condition and results of operations and require us to exercise significant judgment. The preparation of financial statements in accordance with U.S. GAAP requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues and expenses and the disclosure of material contingent assets and liabilities, including litigation contingencies. These estimates, by necessity, are based on assumptions about numerous factors.

We review the following critical accounting estimates and assumptions quarterly: evaluating the adequacy of reserves for unpaid losses and loss adjustment expenses, life and annuity reinsurance benefit reserves, the reinsurance allowance for doubtful accounts and income tax liabilities, as well as analyzing the recoverability of deferred tax assets, estimating reinsurance premiums written and earned and evaluating the investment portfolio for other-than-temporary declines in estimated fair value. Critical accounting estimates and assumptions for goodwill and intangible assets are reviewed in conjunction with an acquisition and goodwill and indefinite-lived intangible assets are reassessed at least annually for impairment. Actual results may differ materially from the estimates and assumptions used in preparing the consolidated financial statements.

Unpaid Losses and Loss Adjustment Expenses

Our consolidated balance sheet asincluded estimated unpaid losses and loss adjustment expenses of $13.6 billion and reinsurance recoverable on unpaid losses of $4.6 billion at December 31, 2014 included goodwill2017 compared to $10.1 billion and intangible assets$2.0 billion, respectively, at December 31, 2016. Included in the December 31, 2017 balances for both unpaid losses and loss adjustment expenses and reinsurance recoverable on unpaid losses were $2.2 billion attributable to our program services business.

We accrue liabilities for unpaid losses and loss adjustment expenses based upon estimates of approximately $1.8 billion. Goodwillthe ultimate amounts payable. We maintain reserves for specific claims incurred and intangible assetsreported (case reserves) and reserves for claims incurred but not reported (IBNR reserves).

Reported claims are in various stages of the settlement process, and the corresponding reserves for reported claims are based upon all information available to us. Case reserves consider our estimate of the ultimate cost to settle the claims, including investigation and defense of lawsuits resulting from the claims, and may be subject to adjustment for differences between costs originally estimated and costs subsequently re-estimated or incurred. Claims are settled based upon their merits, and some claims may take years to settle, especially if legal action is involved.

As of any balance sheet date, all claims have not yet been reported, and some claims may not be reported for many years. As a result, the liability for unpaid losses and loss adjustment expenses includes significant estimates for incurred but not reported claims.

There is normally a time lag between when a loss event occurs and when it is actually reported to us. The actuarial methods that we use to estimate losses have been designed to address the lag in loss reporting as well as the delay in obtaining information that would allow us to more accurately estimate future payments. There is also often a time lag between cedents establishing case reserves and re-estimating their reserves, and notifying us of the new or revised case reserves. As a result, the reporting lag is more pronounced in our reinsurance contracts than in our insurance contracts due to the reliance on ceding companies to report their claims to us. On reinsurance transactions, the reporting lag will generally be 60 to 90 days after the end of a reporting period, but can be longer in some cases. Based on the experience of our actuaries and management, we select loss development factors and trending techniques to mitigate the difficulties caused by reporting lags. At least annually, we evaluate and update our loss development and trending factor selections using cedent specific and industry data.

U.S. GAAP requires that IBNR reserves be based on the estimated ultimate cost of settling claims, including the effects of inflation and other social and economic factors, using past experience adjusted for current trends and any other factors that would modify past experience. IBNR reserves are generally calculated by subtracting paid losses and case reserves from estimated ultimate losses. IBNR reserves were 64% of total unpaid losses and loss adjustment expenses at December 31, 2017 compared to 67% at December 31, 2016.


Each quarter, our actuaries prepare estimates of the ultimate liability for unpaid losses and loss adjustment expenses based on established actuarial methods. Management reviews these estimates, supplements the actuarial analyses with information provided by claims, underwriting and other operational personnel and determines its best estimate of loss reserves, which is recorded in our consolidated financial statements. Our procedures for determining the adequacy of loss reserves at the end of the year are substantially similar to the procedures applied at the end of each interim period.

Any adjustments to reserves resulting from our interim or year-end reviews, including changes in estimates, are recorded as a component of losses and loss adjustment expenses in the period of the change. Reserve changes that increase previous estimates of ultimate claims cost are referred to as unfavorable or adverse development, or reserve strengthening. Reserve changes that decrease previous estimates of ultimate claims cost are referred to as favorable development.

Program Services

For our program services business, case reserves are generally established based on reports received from the general agents or reinsurers with whom we do business. Our actuaries review the loss reserve data received for sufficiency, consistency with historical data and for consistency with other programs we write that have similar characteristics. If the data is not credible, or where no data is available, the loss reserves are calculated using our experience or industry experience for similar products or lines of business. All of the premium written in our program services business is ceded and net reserves for unpaid losses and loss adjustment expenses as of December 31, 2017 were $2.4 million.

Underwriting

For our insurance operations, we are generally notified of insured losses by our insureds or their brokers. Based on this information, we establish case reserves by estimating the expected ultimate losses from the claim (including any administrative costs associated with settling the claim). Our claims personnel use their knowledge of the specific claim along with internal and external experts, including underwriters, actuaries and legal counsel, to estimate the expected ultimate losses.

For our reinsurance operations, case reserves are generally established based on reports received from ceding companies or their brokers. For excess of loss contracts, we are typically notified of insurance losses on specific contracts and record a case reserve for the estimated expected ultimate losses from the claim. For quota share contracts, we typically receive aggregated claims information and record a case reserve based on that information. As with insurance business, we evaluate this information and estimate the expected ultimate losses.

Our liabilities for unpaid losses and loss adjustment expenses can generally be categorized into two distinct groups, short-tail business and long-tail business. Short-tail business refers to lines of business, such as property, accident and health, automobile, watercraft and marine hull exposures, for which losses are usually known and paid shortly after the loss actually occurs. Long-tail business describes lines of business for which specific losses may not be known and reported for some period and losses take much longer to emerge. Given the time frame over which long-tail exposures are ultimately settled, there is greater uncertainty and volatility in these lines than in short-tail lines of business. Our long-tail coverages consist of most casualty lines, including professional liability, directors' and officers' liability, products liability, general and excess liability and excess and umbrella exposures, as well as workers' compensation insurance. Some factors that contribute to the uncertainty and volatility of long-tail casualty programs, and thus require a significant degree of judgment in the reserving process, include the inherent uncertainty as to the length of reporting and payment development patterns, the possibility of judicial interpretations or legislative changes, including changes in workers' compensation benefit laws, that might impact future loss experience relative to prior loss experience and the potential lack of comparability of the underlying data used in performing loss reserve analyses. For example, we have exposure to auto casualty claims in the United Kingdom (U.K.) through reinsurance contracts written on the 2014 and prior years of account. In the United Kingdom, the calculation of these outstanding claims is informed by the discount rate used in determining lump sum awards in personal injury cases referenced in the Ogden tables. Effective March 20, 2017, the Ogden Rate decreased from plus 2.5% to minus 0.75%, which represents the first rate change since 2001. The reduction in the Ogden Rate increased the expected claims payments on these exposures, and we increased loss reserves accordingly.


Our ultimate liability may be greater or less than current reserves. Changes in our estimated ultimate liability for loss reserves generally occur as a result of business acquisitions. Goodwill represents the emergence of unanticipated loss activity, the completion of specific actuarial or claims studies or changes in internal or external factors. We closely monitor new information on reported claims and use statistical analyses prepared by our actuaries to evaluate the adequacy of our recorded reserves. We are required to exercise considerable judgment when assessing the relative credibility of loss development trends. Our philosophy is to establish loss reserves that are more likely redundant than deficient. This means that we seek to establish loss reserves that will ultimately prove to be adequate. As a result, if new information or trends indicate an increase in frequency or severity of claims in excess of what we initially anticipated, we generally respond quickly and increase loss reserves. If, however, frequency or severity trends are more favorable than initially anticipated, we often wait to reduce our loss reserves until we can evaluate experience in additional periods to confirm the credibility of the trend. In addition, for long-tail lines of business, trends develop over longer periods of time, and as a result, we give credibility to these trends more slowly than for short-tail or less volatile lines of business. As part of our acquisition of underwriting operations, to the extent the reserving philosophy of the acquired business is less conservative than our reserving philosophy, the post-acquisition loss reserves will be strengthened until total loss reserves are consistent with our target level of confidence.

In establishing our liabilities for unpaid losses and loss adjustment expenses, our actuaries estimate an ultimate loss ratio, by accident year or policy year, for each of our product lines with input from our underwriting and claims associates. For product lines in which loss reserves are established on a policy year basis, we have developed a methodology to convert from policy year to accident year for financial reporting purposes. In estimating an ultimate loss ratio for a particular line of business, our actuaries may use one or more actuarial reserving methods and select from these a single point estimate. To varying degrees, these methods include detailed statistical analysis of past claim reporting, settlement activity, claim frequency and severity, policyholder loss experience, industry loss experience and changes in market conditions, policy forms and exposures. The actuarial methods we use include:

Initial Expected Loss Ratio Method – This method multiplies earned premiums by an expected loss ratio. The expected loss ratio is selected utilizing industry data, our historical data, frequency-severity and rate level forecasts and professional judgment.

Paid Loss Development – This method uses historical loss payment patterns to estimate future loss payment patterns. Our actuaries use the historical loss patterns to develop factors that are applied to current paid loss amounts to calculate expected ultimate losses.

Incurred Loss Development – This method uses historical loss reporting patterns to estimate future loss reporting patterns. Our actuaries use the historical loss patterns to develop factors that are applied to current reported losses to calculate expected ultimate losses.

Bornhuetter-Ferguson Paid Loss Development – This method divides the projection of ultimate losses into the portion that has already been paid and the portion that has yet to be paid. The portion that has yet to be paid is estimated as the product of three amounts: the premium earned for the exposure period, the expected loss ratio and the percentage of ultimate losses that are still unpaid. The expected loss ratio is selected by considering historical loss ratios, adjusted for any known changes in pricing, loss trends, adequacy of case reserves, changes in administrative practices and other relevant factors.

Bornhuetter-Ferguson Incurred Loss Development – This method is identical to the Bornhuetter-Ferguson paid loss development method, except that it uses the percentage of ultimate losses that are still unreported, instead of the percentage of ultimate losses that are still unpaid.

Frequency/Severity – Under this method, expected ultimate losses are equal to the product of the expected ultimate number of claims and the expected ultimate average cost per claim. Our actuaries use historical reporting patterns and severity patterns to develop factors that are applied to the current reported amounts to calculate expected ultimate losses.

Outstanding to IBNR Ratio Method – Under this method, IBNR is based on a detailed review of remaining open claims. This method assumes that the estimated future loss development is indicated by the current level of case reserves.


Each actuarial method has its own set of assumptions and its own strengths and limitations, with no one method being better than the others in all situations. Our actuaries select the reserving methods that they believe will produce the most reliable estimate for the class of business being evaluated. Greater judgment may be required when we introduce new product lines or when there have been changes in claims handling practices, as the statistical data available may be insufficient. In these instances, we may rely upon assumptions applied to similar lines of business, rely more heavily on industry experience, take into account changes in underwriting guidelines and risk selection or review the impact of changes in claims reserving practices with claims personnel.

For example, in January 2013, we acquired Essentia Insurance Company, a company that underwrites insurance exclusively for Hagerty Insurance Agency and Hagerty Classic Marine Insurance Agency (collectively, Hagerty). Hagerty offers liability and physical damage insurance for classic cars, vintage boats, motorcycles and related automotive collectibles. Because Markel had limited exposure to such risks in the past, we supplemented our limited data and loss experience with third-party data. Working with Hagerty, we were able to obtain loss development triangles for the business Hagerty had underwritten with their previous carriers. Markel now aggregates that data with our own data for use in the pricing of and reserving for the Hagerty portfolio of business.

A key assumption in most actuarial analyses is that past development patterns will repeat themselves in the future, absent a significant change in internal or external factors that influence the ultimate cost of our unpaid losses and loss adjustment expenses. Our estimates reflect implicit and explicit assumptions regarding the potential effects of external factors, including economic and social inflation, judicial decisions, changes in law, general economic conditions and recent trends in these factors. Our actuarial analyses are based on statistical analysis but also consist of reviewing internal factors that are difficult to analyze statistically, including underwriting and claims handling changes. In some of our markets, and where we act as a reinsurer, the timing and amount of information reported about underlying claims are in the control of third parties. This can also affect estimates and require re-estimation as new information becomes available.

As indicated above, we may use one or more actuarial reserving methods, which incorporate numerous underlying judgments and assumptions, to establish our estimate of ultimate loss reserves. While we use our best judgment in establishing our estimate for loss reserves, applying different assumptions and variables could lead to significantly different loss reserve estimates.

Loss frequency and loss severity are two key measures of loss activity that often result in adjustments to actuarial assumptions relative to ultimate loss reserve estimates. Loss frequency measures the number of claims per unit of insured exposure. When the number of newly reported claims is higher than anticipated, generally speaking, loss reserves are increased. Conversely, loss reserves are generally decreased when fewer claims are reported than expected. Loss severity measures the average size of a claim. When the average severity of reported claims is higher than originally estimated, loss reserves are typically increased. When the average claim size is lower than anticipated, loss reserves are typically decreased. For example, in each of the past three years, we experienced favorable development on prior years' loss reserves in our brokerage products liability product line as a result of decreases in loss severity. During 2016, we experienced unfavorable development on prior years' loss reserves related to our specified medical and medical malpractice product lines as a result of increases in loss frequency.

Changes in prior years' loss reserves, including the trends and factors that impacted loss reserve development, as well as the likelihood that such trends and factors could result in future loss reserve development, are discussed in further detail under "Results of Operations."

Loss reserves are established at management's best estimate, which is generally higher than the corresponding actuarially calculated point estimate. The actuarial point estimate represents our actuaries' estimate of the most likely amount that will ultimately be paid to acquiresettle the loss reserves we have recorded at a business overparticular point in time; however, there is inherent uncertainty in the net fairpoint estimate as it is the expected value in a range of assets acquiredpossible reserve estimates. In some cases, actuarial analyses, which are based on statistical analysis, cannot fully incorporate all of the subjective factors that affect development of losses. In other cases, management's perspective of these more subjective factors may differ from the actuarial perspective. Subjective factors where management's perspective may differ from that of the actuaries include: the credibility and liabilities assumed attimeliness of claims information received from third parties, economic and social inflation, judicial decisions, changes in law, changes in underwriting or claims handling practices, general economic conditions, the daterisk of acquisition. Indefinite-livedmoral hazard and other intangible assetscurrent and developing trends within the insurance and reinsurance markets, including the effects of competition. As a result, the actuarially calculated point estimates for each of our lines of business represent starting points for management's quarterly review of loss reserves.


In management's opinion, the actuarially calculated point estimate generally underestimates both the ultimate favorable impact of a hard insurance market and the ultimate adverse impact of a soft insurance market. Therefore, the percentage by which management's best estimate exceeds the actuarial point estimate will generally be higher during a soft market than during a hard market. Additionally, following an acquisition of insurance operations, to the extent the reserving philosophy of the acquired business is less conservative than our reserving philosophy, the percentage by which management's best estimate exceeds the actuarial point estimate will generally be lower until we build total loss reserves that are consistent with our historic level of confidence. Management's best estimate of net reserves for unpaid losses and loss adjustment expenses exceeded the actuarially calculated point estimate by $576.9 million, or 6.9%, at December 31, 2017, compared to $537.4 million, or 7.2%, at December 31, 2016.

The difference between management's best estimate and the actuarially calculated point estimate in both 2017 and 2016 is primarily associated with our long-tail business. Actuarial estimates can underestimate the adverse effects of a soft insurance market because the impact of changes in risk selection and terms and conditions can be difficult to quantify. In addition, the frequency of claims may increase in a recessionary environment. Similarly, the risk an insured will intentionally cause or be indifferent to loss may increase during an economic downturn, and the attention to loss prevention measures may decrease. These subjective factors affect the development of losses and represent instances where management's perspectives may differ from those of our actuaries. As a result, management has attributed less credibility than our actuaries to favorable trends experienced on our long-tail business during softmarket periods and has not incorporated these favorable trends into its best estimate to the same extent as the actuaries.

See note 9 of the notes to consolidated financial statements for further details regarding the historical development of reserves for losses and loss adjustment expenses and changes in methodologies and assumptions used to calculate reserves for unpaid losses and loss adjustment expenses.

Management also considers the range, or variability, of reasonably possible losses determined by our actuaries when establishing its best estimate for loss reserves. The actuarial ranges represent our actuaries' estimate of a likely lowest amount and likely highest amount that will ultimately be paid to settle the loss reserves we have recorded at a particular point in time. The range determinations are based on estimates and actuarial judgments and are intended to encompass reasonably likely changes in one or more of the factors that were used to determine the point estimates. Using statistical models, our actuaries establish high and low ends of a range of reasonable reserve estimates for each of our operating segments.

The following table summarizes our reserves for net unpaid losses and loss adjustment expenses and the actuarially established high and low ends of a range of reasonable reserve estimates at December 31, 2017. As described in note 9 of the notes to consolidated financial statements, unpaid losses and loss adjustment expenses attributable to acquisitions are recorded at fair value as of the acquisition date. The determinationdate, which generally consists of the present value of the expected net loss and loss adjustment expense payments plus a risk premium. The net loss reserves presented in this table represent our estimated future payments for losses and loss adjustment expenses, whereas the reserves for unpaid losses and loss adjustment expenses included in the consolidated balance sheet include the unamortized portion of fair value adjustments recorded in conjunction with an acquisition.

(dollars in millions)
Net Loss
Reserves Held
 
Low End of
Actuarial
    Range(1)
 
High End of
Actuarial
   Range(1)
U.S. Insurance$3,500.1
 $3,033.5
 $3,786.3
International Insurance2,261.7
 1,805.8
 2,520.5
Reinsurance2,886.1
 2,087.3
 3,240.7
Other Insurance (Discontinued Lines)263.0
 208.1
 426.8
(1)
Due to the actuarial methods used to determine the separate ranges for each segment of our business, it is not appropriate to aggregate the high or low ends of the separate ranges to determine the high and low ends of the actuarial range on a consolidated basis.

Undue reliance should not be placed on these ranges of certain assets acquired and liabilities assumed involves significant judgment and the useestimates as they are only one of valuation models and other estimates, which require assumptions that are inherently subjective. Goodwill and indefinite-lived intangible assets are tested for impairment at least annually. Intangible assets with definite lives are reviewed for impairment when events or circumstances indicate that their carrying valuemany points of reference used by management to determine its best estimate of ultimate losses. Further, actuarial ranges may not be recoverable. a true reflection of the potential variability between loss reserves estimated at the balance sheet date and the ultimate cost of settling claims. Actuarial ranges are developed based on known events as of the valuation date, while ultimate losses are subject to events and circumstances that are unknown as of the valuation date.


We completedplace less reliance on the range established for our annual testOther Insurance (Discontinued Lines) segment than on the ranges established for impairment duringour other operating segments. The range established for our Other Insurance (Discontinued Lines) segment includes exposures related to acquired lines of business, many of which are no longer being written, that were not subject to our underwriting discipline and controls prior to our acquisition. Additionally, A&E exposures, which are subject to an uncertain and unfavorable legal environment, account for 40% of the fourth quarternet loss reserves considered in the range established for our Other Insurance (Discontinued Lines) segment.

Our exposure to A&E claims results from policies written by acquired insurance operations before their acquisitions. The exposure to A&E claims originated from umbrella, excess and commercial general liability (CGL) insurance policies and assumed reinsurance contracts that were written on an occurrence basis from the 1970s to mid-1980s. Exposure also originated from claims-made policies that were designed to cover environmental risks provided that all other terms and conditions of the policy were met. A&E claims include property damage and clean-up costs related to pollution, as well as personal injury allegedly arising from exposure to hazardous materials. After 1986, we began underwriting CGL coverage with pollution exclusions, and in some lines of business we began using a claims-made form. These changes significantly reduced our exposure to future A&E claims on post-1986 business.

There is significant judgment required in estimating the amount of our potential exposure from A&E claims due to the limited and variable historical data on A&E losses as compared to other types of claims, the potential significant reporting delays of claims from insureds to insurance companies and the continuing evolution of laws and judicial interpretations of those laws relative to A&E exposures. Due to these unique aspects of A&E exposures, the ultimate value of loss reserves for A&E claims cannot be estimated using traditional methods and is subject to greater uncertainty than other types of claims. Other factors contributing to the significant uncertainty in estimating A&E reserves include: uncertainty as to the number and identity of insureds with potential exposure; uncertainty as to the number of claims filed by exposed, but not ill, individuals; uncertainty as to the settlement values to be paid; difficulty in properly allocating responsibility and liability for the loss, especially if the claim involves multiple insurance providers or multiple policy periods; growth in the number and significance of bankruptcies of asbestos defendants; uncertainty as to the financial status of companies that insured or reinsured all or part of A&E claims; and inconsistent court decisions and interpretations with respect to underlying policy intent and coverage.

2014 based uponDue to these uncertainties, it is not possible to estimate our ultimate liability for A&E exposures with the same degree of reliability as with other types of exposures. Future development will be affected by the factors mentioned above and could have a material effect on our results of operations, through September 30,cash flows and financial position. As of 2014December 31, 2017. and 2016, our consolidated balance sheets included estimated net reserves for A&E losses and loss adjustment expenses of $104.7 million and $111.6 million, respectively.

For some reporting units,In March 2015, we electedcompleted a retroactive reinsurance transaction to assess qualitative factors (commonly referredcede a portfolio of policies primarily comprised of liabilities arising from A&E exposures that originated before 1992 to a third party. Effective March 31, 2017, the related reserves, which totaled $69.1 million, were formally transferred to the third party by way of a Part VII transfer pursuant to the Financial Services and Markets Act 2000 of the United Kingdom. The Part VII transfer eliminates the uncertainty regarding the potential for adverse development of estimated ultimate liabilities on the underlying policies. In October 2015, we completed a second retroactive reinsurance transaction to cede a portfolio of policies primarily comprised of liabilities arising from A&E exposures that originated before 1987. The transaction provides up to $300 million of coverage for losses in excess of a $97.0 million retention on the ceded policies and 50% coverage on an additional $100 million of losses. After considering our retention on the ceded policies, ceded reserves for unpaid losses and loss adjustment expenses totaled $76.4 million. As of December 31, 2017, our total reinsurance recoverable on unpaid losses for A&E exposures was 62% of our gross reserves for A&E exposures.

We seek to establish appropriate reserve levels for A&E exposures, including A&E exposures ceded to third parties under retroactive reinsurance transactions; however, these reserves could increase in the future. Any future adverse development on reserves subject to retroactive reinsurance contracts will result in increases in our gross reserves for unpaid losses and loss adjustment expenses for A&E exposures and will be recognized in net income in the current period. Any corresponding benefit for ceded losses, however, will be deferred and recognized as "Step 0")claims are settled. These reserves are not discounted to present value and are forecasted to pay out over the next 40 to 50 years as claims are settled.


Life and Annuity Benefits

We previously acquired a block of life and annuity reinsurance contracts which subject us to mortality, longevity and morbidity risks. The related reserves are compiled by our actuaries on a reinsurance contract-by-contract basis and are computed on a discounted basis using standard actuarial techniques and cash flow models. Since the development of our life and annuity reinsurance reserves is based upon cash flow projection models, we must make estimates and assumptions based on cedent experience, industry mortality tables, and expense and investment experience, including a provision for adverse deviation. The assumptions used to determine whetherpolicy benefit reserves are generally locked-in for the life of the contract unless an unlocking event occurs. To the extent existing policy reserves, together with the present value of future gross premiums and expected investment income earned thereon, are not adequate to cover the present value of future benefits, settlement and maintenance costs, the locked-in assumptions are revised to current best estimate assumptions and a charge to earnings for life and annuity benefits is recognized at that time. Our consolidated balance sheets at December 31, 2017 and 2016 included reserves for life and annuity benefits of $1.1 billion and $1.0 billion, respectively.

Because of the assumptions and estimates used in establishing reserves for life and annuity benefit obligations and the long-term nature of these reinsurance contracts, the ultimate liability may be greater or less than the estimates. The average discount rate for the life and annuity benefit reserves was 2.3% as of December 31, 2017.

Reinsurance Premiums

Our assumed reinsurance premiums are recorded at the inception of each contract based upon contract terms and information received from cedents and brokers. For excess of loss contracts, the amount of minimum or deposit premium is usually contractually documented at inception, and variances between this premium and final premium are generally small. An adjustment is made to the minimum or deposit premium, when notified, if there are changes in underlying exposures insured. For quota share contracts, gross premiums written are normally estimated at inception based on information provided by cedents or brokers. We generally record such premiums using the cedent's initial estimates, and then adjust them as more current information becomes available, with such adjustments recorded as premiums written in the period they are determined. We believe that the cedent's estimate of the volume of business they expect to cede to us usually represents the best estimate of gross premium written at the beginning of the contract. As the contract progresses, we monitor actual premium received in conjunction with correspondence from the cedent in order to refine our estimate. Variances from original premium estimates are normally greater for quota share contracts than excess of loss contracts. Premiums are earned on a pro rata basis over the coverage period, or for multi-year contracts, in proportion with the underlying risk exposure to the extent there is variability in the exposure throughout the coverage period. The impact of premium adjustments to net income may be mitigated by related acquisition costs and losses.

Certain contracts we write, particularly property catastrophe reinsurance contracts, provide for reinstatements of coverage. Reinstatement premiums are the premiums for the restoration of the reinsurance limit of a contract to its full amount after a loss occurrence by the reinsured. The purpose of optional and required reinstatements is to permit the reinsured to reinstate the reinsurance coverage at a pre-determined price level once a loss event has penetrated the reinsurance layer. In addition, required reinstatement premiums permit the reinsurer to obtain additional premiums to cover the additional loss limits provided.

We accrue for reinstatement premiums resulting from losses recorded. Such accruals are based upon contractual terms and the only element of management judgment involved is with respect to the amount of losses recorded. Changes in estimates of losses recorded on contracts with reinstatement premium features will result in changes in reinstatement premiums based on contractual terms. Reinstatement premiums are recognized at the time we record losses and are earned on a pro rata basis over the coverage period.

Ceded Reinsurance Allowance for Doubtful Accounts

We evaluate and adjust reserves for uncollectible ceded reinsurance based upon our collection experience, the financial condition of our reinsurers, collateral held and the development of our gross loss reserves. Our consolidated balance sheets at December 31, 2017 and 2016 included a reinsurance allowance for doubtful accounts of $34.0 million and $36.8 million, respectively, all of which is attributable to our underwriting operations. Based on the significant amounts of collateral held on our program services business and historical collection experience, we have not recorded a reinsurance allowance for doubtful accounts on this business.

Reinsurance recoverables recorded on insurance losses ceded under reinsurance contracts are subject to judgments and uncertainties similar to those involved in estimating gross loss reserves. In addition to these uncertainties, our reinsurance recoverables may prove uncollectible if the reinsurers are unable or unwilling to perform under the reinsurance contracts. In establishing our reinsurance allowance for amounts deemed uncollectible, we evaluate the financial condition of our reinsurers and monitor concentration of credit risk arising from our exposure to individual reinsurers. To determine if an allowance is necessary, we consider, among other factors, published financial information, reports from rating agencies, payment history, collateral held and our legal right to offset balances recoverable against balances we may owe. Our ceded reinsurance allowance for doubtful accounts is subject to uncertainty and volatility due to the time lag involved in collecting amounts recoverable from reinsurers. Over the period of time that losses occur, reinsurers are billed and amounts are ultimately collected, economic conditions, as well as the operational and financial performance of particular reinsurers, may change and these changes may affect the reinsurers' willingness and ability to meet their contractual obligation to us. It is also difficult to fully evaluate the impact of major catastrophic events on the financial stability of reinsurers, as well as the access to capital that reinsurers may have when such events occur. The ceding of insurance does not legally discharge us from our primary liability for the full amount of the policies, and we will be required to pay the loss and bear collection risk if the reinsurers fail to meet their obligations under the reinsurance contracts.

Income Taxes and Uncertain Tax Positions

The preparation of our consolidated income tax provision, including the evaluation of tax positions we have taken or expect to take on our income tax returns, requires significant judgment. In evaluating our tax positions, we recognize the tax benefit from an uncertain tax position only if, based on the technical merits of the position, it is more likely than not that the fair valuetax position will be sustained upon examination by the taxing authorities. Tax positions that meet the more likely than not threshold are then measured using a probability weighted approach, whereby the largest amount of tax benefit that is greater than 50% likely of being realized upon ultimate settlement is recognized. At December 31, 2017, we did not have any material unrecognized tax benefits. The tax positions that we have taken or expect to take are based upon the application of tax laws and regulations, which are subject to interpretation, judgment and uncertainty. As a reporting unit is less than its carrying amount. This assessment servesresult, our actual liability for income taxes may differ significantly from our estimates.

We record deferred income taxes as a basis for determining whether it is necessaryassets or liabilities on our consolidated balance sheets to performreflect the two-step goodwill impairment test. For other reporting units, we elected to bypass Step 0 and perform Step 1net tax effect of the goodwill impairment test, which includes determining whethertemporary differences between the carrying amountamounts of aassets and liabilities for financial reporting unit, including goodwill, exceeds its estimated fair value. Ifpurposes and their respective tax bases. Deferred tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in years in which those temporary differences are expected to be recovered or settled. At December 31, 2017 and 2016, our net deferred tax liability was $505.6 million and $330.5 million, respectively. The increase in our net deferred tax liability in 2017 was primarily driven by the carrying amount exceeds its fair value, then Step 2increase in net unrealized gains on investments in 2017 and an increase in intangible assets attributable to acquisitions, partially offset by the remeasurement of our net deferred tax liability at the lower enacted U.S. corporate tax rate following the enactment of the goodwill impairment test is performed by estimating the fair valueTax Cuts and Jobs Act (TCJA) in December 2017. See further discussion of individual assets (including identifiable intangible assets) and liabilities of the reporting unit. The excess of the estimated fair value of the reporting unit over the estimated fair value of net assets would establish the implied value of goodwill. The excess of the recorded amount of goodwill over the implied value is charged to net income as an impairment loss.

A significant amount of judgment is required in performing goodwill impairment tests. When using the qualitative approach, we considered macroeconomic factors such as industry and market conditions. We also considered reporting unit-specific events, actual financial performance versus expectations and management's future business expectations. As part of our Step 0 evaluation of reporting units with material goodwill, we considered the fact that many of the businesses had been recently acquired in orderly transactions between market participants, and our purchase price represented fair value at acquisition. There were no events since acquisition which had a significant impact on the fair value of these reporting units. For reporting units which we tested quantitatively, we estimated fair value primarily using an income approach based on a discounted cash flow model. The cash flow projections used in the discounted cash flow model included management's best estimate of future growth and margins. The discount rates used to determine the fair value estimates were developed based on the capital asset pricing model using market-based inputs as well as an assessment of the inherent risk in projected future cash flows.

With the exception of the Markel Ventures Diamond Healthcare reporting unit, we believe the fair value of each of our reporting units exceeded its respective carrying amount as of October 1, 2014 and December 31, 2014. Additionally, we do not believe we are at risk of failing Step 1 at any of our reporting units with the result being a material impairment of goodwill.

During the fourth quarter of 2014, we recorded a non-cash goodwill impairment charge of $13.7 million to other expenses, to reduce the carrying value of the Diamond Healthcare reporting unit's goodwill to its implied fair value. We determined the goodwill for the reporting unit was impaired as a result of lower than expected earnings and lower estimated future earnings. We believe the performance of this reporting unit has been impacted by a decline in general healthcare market conditions, the anticipated impacts of the Patient Protection and Affordable Care Act (the Act), and the impact of the Act on changes to behavioral healthcare services. Diamond Healthcare's operations consistTCJA in note 8 of the planning, development and operation of behavioral health services in partnership with healthcare organizations. To determine the value of the impairment loss, we estimated the fair value of the reporting unit primarily using an income approach based on a discounted cash flow model. As described above, the cash flow projections are management's best estimate of future growth and margins. After recording this charge, the Diamond Healthcare reporting unit's goodwill was $14.9 million, which we consider immaterial.


94


Investmentsnotes consolidated financial statements.

We completeDeferred tax assets are reduced by a detailed analysis each quarter to assess whether the decline in the fair value of any investment below its cost basis is deemed other-than-temporary. All securities with unrealized losses are reviewed. For equity securities, a decline in fair value that is considered to be other-than-temporary is recognized in net income based on the fair value of the security at the time of assessment, resulting in a new cost basis for the security. For fixed maturities where we intend to sell the security orvaluation allowance when management believes it is more likely than not that we will be required to sell the security before recovery of its amortized cost, a decline in fair value is considered to be other-than-temporary and is recognized in net income based on the fair valuesome, or all, of the security at the timedeferred tax assets will not be realized. As of assessment, resulting in a new cost basis for the security. If the decline in fair valueDecember 31, 2017 and 2016, our deferred tax assets were net of a fixed maturity below its amortized cost is consideredvaluation allowance of $25.2 million and $18.8 million, respectively. In evaluating our ability to be other-than-temporary based upon other considerations, we comparerealize our deferred tax assets and assessing the estimated present value of the cash flows expected to be collected to the amortized cost of the security. The extent to which the estimated present value of the cash flows expected to be collected is less than the amortized cost of the security represents the credit-related portion of the other-than-temporary impairment, which is recognized in net income, resulting in a new cost basis for the security. Any remaining decline in fair value represents the non-credit portion of the other-than-temporary impairment, which is recognized in other comprehensive income. The discount rate used to calculate the estimated present value of the cash flows expected to be collected is the effective interest rate implicit for the security at the date of purchase.

We consider many factors in completing our quarterly review of securities with unrealized losses for other-than-temporary impairment, including the length of time and the extent to which fair value has been below cost and the financial condition and near-term prospects of the issuer. For equity securities, the ability and intent to hold the securityneed for a periodvaluation allowance at December 31, 2017 and 2016, we made estimates regarding the future taxable income of time sufficient to allow for any anticipated recovery is considered. For fixed maturities, we consider whether we intend to sell the security or if it is more likely than not that we will be required to sell the security before recovery, the implied yield-to-maturity, the credit quality of the issuerour subsidiaries and thejudgments about our ability to recover all amounts outstanding when contractually due. When assessing whether we intend to sell a fixed maturity or if it is likely that we will be required to sell a fixed maturity before recovery of its amortized cost, we evaluate factspursue prudent and circumstances including, but not limited to, decisions to reposition the investment portfolio, potential sales of investments to meet cash flow needs and potential sales of investments to capitalize on favorable pricing.

Risks and uncertainties are inherent in our other-than-temporary decline in fair value assessment methodology. The risks and uncertainties include, but are not limited to, incorrect or overly optimistic assumptions about the financial condition, liquidity or near-term prospects of an issuer, inadequacy of any underlying collateral, unfavorable changes in economic or social conditions and unfavorable changes in interest rates or credit ratings. Changesfeasible tax planning strategies. A change in any of these assumptionsestimates and judgments could result in chargesthe need to earnings in future periods.

Losses from write downs for other-than-temporary declines in the estimated fair value of investments, while potentially significantincrease our valuation allowance through a charge to net income, do not have an impact on our financial position. Since our investment securities are considered available-for-sale and are recorded at estimated fair value, unrealized losses on investments are already included in accumulated other comprehensive income.earnings. See note 3(b)8 of the notes to consolidated financial statements for further discussion of our assessment methodology for other-than-temporary declines in the estimated fair value of investments.consolidated income tax provision, uncertain tax positions and net operating losses.

Our Business


The following discussion and analysis should be read in conjunction with Selected Financial Data, the consolidated financial statements and related notes and the discussion under Risk Factors, "Critical Accounting Estimates" and "Safe Harbor and Cautionary Statement."

We are a diverse financial holding company serving a variety of niche markets. Our principal business markets and underwrites specialty insurance products. We believe that our specialty product focus and niche market strategy enable us to develop expertise and specialized market knowledge. We seek to differentiate ourselves from competitors by our expertise, service, continuity and other value-based considerations. We also own interests in various industrial and service businesses that operate outside of the specialty insurance marketplace. Our financial goals are to earn consistent underwriting and operating profits and superior investment returns to build shareholder value.


95


On May 1, 2013, we completed the acquisition of 100%Our business is comprised of the issued and outstanding common stockfollowing types of Alterra,operations:
Underwriting - our underwriting operations are comprised of our risk-bearing insurance operations, which include the run-off of underwriting operations that were discontinued in conjunction with acquisitions
Investing - our investing activities are primarily related to our underwriting operations
Program Services - our program services business serves as a Bermuda-headquartered global enterprise providing diversified specialtyfronting platform that provides other insurance companies access to the U.S. property and casualty insurance market
Markel CATCo - our Markel CATCo operations include an investment fund manager that offers insurance-linked securities to investors
Markel Ventures - our Markel Ventures operations include our controlling interests in a diverse portfolio of businesses that operate outside of the specialty insurance marketplace

Through December 31, 2017, we monitored and reinsurance products to corporations, public entities and other property and casualty insurers. In conjunction with the continued integration of Alterra into our insurance operations, during the first quarter of 2014, we changed the way we aggregate and monitor our ongoing underwriting results. Effective January 1, 2014, we monitor and reportreported our ongoing underwriting operations in the following three segments: U.S. Insurance, International Insurance and Reinsurance. In determining how to aggregate and monitor our underwriting results, management considersconsidered many factors, including the geographic location and regulatory environment of the insurance entity underwriting the risk, the nature of the insurance product sold, the type of account written and the type of customer served. All

With the continued growth and diversification of our business, beginning in 2018, we no longer consider the geographic location of the insurance entity underwriting the risk when monitoring our underwriting operations and will monitor and report our ongoing underwriting operations on a global basis in the following two segments: Insurance and Reinsurance. The Insurance segment disclosures forwill include all direct business and facultative placements written across the prior periods have been revised to be consistent with the newCompany, which currently are reported in our U.S. Insurance and International Insurance segments. The Reinsurance segment structure.will remain unchanged.

The U.S. Insurance segment includes all direct business and facultative reinsurance placements written by our insurance subsidiaries domiciled in the United States. The International Insurance segment includes all direct business and facultative reinsurance placements written by our insurance subsidiaries domiciled outside of the United States, including our syndicate at Lloyd's of London (Lloyd's). The Reinsurance segment includes all treaty reinsurance written across the Company. Results for lines of business discontinued prior to, or in conjunction with, acquisitions, are reported in the Other Insurance (Discontinued Lines) segment. Underwriting results attributable to Alterra are included in each of our underwriting segments effective May 1, 2013. All investing activities related to our insurance operations are included in the Investing segment.


Our U.S. Insurance segment includes both hard-to-place risks written outside of the standard market on an excess and surplus lines basis and unique and hard-to-place risks that must be written on an admitted basis due to marketing and regulatory reasons. The following products are included in this segment: general liability, professional liability, catastrophe-exposed property, professional liability, products liability, general liability, commercial umbrella, marine,personal property, workers' compensation, classic automobiles, specialty program insurance for well-defined niche markets, personal property and liability coverages and other coverages tailored for unique exposures. Business in this segment is written through our Specialty division and our Wholesale Specialty and Global Insurance divisions.divisions, which were combined effective January 1, 2018 to form the Markel Assurance division. The Specialty division writes program insurance and other specialty coverages for well-defined niche markets, primarily on an admitted basis. The Wholesale division writes commercial risks, primarily on an excess and surplus lines basis, using a network of wholesale brokers managed on a regional basis. The Specialty division writes program insurance and other specialty coverages for well-defined niche markets, primarily on an admitted basis. The Global Insurance division writes risks outside of the standard market on both an admitted and non-admitted basis and is comprised of business previously written by Alterra.basis. Global Insurance division business written by our U.S. insurance subsidiaries is included in this segment.

In November 2017, we completed the acquisition of State National Companies, Inc. (State National), a leading specialty provider of property and casualty insurance. The acquisition of State National adds a premier fronting platform to our insurance operations through which insurance products can be offered throughout the United States. State National also offers collateral protection insurance (CPI) to credit unions and regional banks. Results attributable to CPI business are included in the U.S. Insurance segment. Results attributable to the program services (fronting) operations are reported within our other operations, which are not included in a reportable segment.

In April 2017, we completed the acquisition of SureTec Financial Corp. (SureTec), a Texas-based privately held surety company primarily offering contract, commercial and court bonds. Results attributable to SureTec are included in the U.S. Insurance segment.

Our International Insurance segment writes risks that are characterized by either the unique nature of the exposure or the high limits of insurance coverage required by the insured. Risks written in the International Insurance segment are written on either a direct basis or a subscription basis, the latter of which means that loss exposures brought into the market are typically insured by more than one insurance company or Lloyd's syndicate. When we write business in the subscription market, we prefer to participate as lead underwriter in order to control underwriting terms, policy conditions and claims handling. Products offered within our International Insurance segment include primary and excess of loss property, casualty, excess liability, professional liability, equine, marine and energy and trade credit insurance.liability coverages and other coverages tailored for unique exposures. Business included in this segment is produced through our Markel International and Global Insurance divisions. The Markel International division writes business worldwide from our London-based platform, which includes our syndicate at Lloyd's. Global Insurance division business written by our non-U.S. insurance subsidiaries, which primarily targets Fortune 1000 accounts, is included in this segment.

Our Reinsurance segment includes property, casualty and specialty treaty reinsurance products offered to other insurance and reinsurance companies globally through the broker market. Our treaty reinsurance offerings include both quota share and excess of loss reinsurance.reinsurance and are typically written on a participation basis, which means each reinsurer shares proportionally in the business ceded under the reinsurance treaty written. Principal lines of business include: property (including catastrophe-exposed property), auto,professional liability, general casualty, credit, surety, auto and workers' compensation, professional liability, and marine and energy.compensation. Our reinsurance product offerings are underwritten by our Global Reinsurance division which is primarily comprised of business previously written by Alterra, and our Markel International division.

For purposes of segment reporting, the Other Insurance (Discontinued Lines) segment includes lines of business that have been discontinued prior to, or in conjunction with, acquisitions. The lines were discontinued because we believed some aspect of the product, such as risk profile or competitive environment, would not allow us to earn consistent underwriting profits. Alterra previously offered life and annuity reinsurance products. In 2010, Alterra ceased writing life and annuity reinsurance contracts and placed this business into run-off. Results attributable to the run-off of Alterra's life and annuity reinsurance business are included in theThe Other Insurance (Discontinued Lines) segment. This segment also includes development on asbestos and environmental (A&E) loss reserves none of which are relatedand the results attributable to the acquisitionrun-off of Alterra.our life and annuity reinsurance business.


96


In January 2014,December 2015, we completed the acquisition of 100%substantially all of the share capitalassets of Abbey Protection plc (Abbey),CATCo Investment Management Ltd. (CATCo IM) and CATCo-Re Ltd. CATCo IM was an integrated specialty insuranceinsurance-linked securities investment fund manager and consultancy groupreinsurance manager headquartered in London. Abbey's business isBermuda focused on building and managing highly diversified, collateralized retrocession and reinsurance portfolios covering global property catastrophe risks. Following the underwritingacquisition, we are operating this business through Markel CATCo Investment Management Ltd. (MCIM). MCIM receives management fees for its investment management and sale of insurance products to small and medium-sized enterprises and affinity groups in the United Kingdom providing protection against legal expenses and professional fees incurred as a result of legal actions or investigations by tax authorities,management services, as well as providing a rangeperformance fees based on the annual performance of complementary legal and professional consulting services.the investment funds that it manages. Results attributable to Abbey's insurance operationsMCIM are included in the International Insurance segment. Results attributable to Abbey's consultancy operations are reported with our non-insuranceother operations, which are not included in a reportable segment. As of December 31, 2017, MCIM's total investment and insurance assets under management were $6.2 billion, which includes $6.0 billion for unconsolidated variable interest entities.

In January 2013, we acquired Essentia Insurance Company, a company that underwrites insurance exclusively for Hagerty Insurance Agency and Hagerty Classic Marine Insurance Agency (collectively, Hagerty) throughout the United States. Hagerty offers insurance for classic cars, vintage boats, motorcycles and related automotive collectibles. Results attributable to Hagerty are included in the U.S. Insurance segment.

A favorable insurance market is commonly referred to as a "hard market" within the insurance industry and is characterized by stricter coverage terms, higher prices and lower underwriting capacity. Periods of intense competition, which typically include broader coverage terms, lower prices and excess underwriting capacity, are referred to as a "soft market." We have experienced soft insurance market conditions, including price deterioration in virtually all of our product lines, since the mid-2000s. Beginning in 2011, price declines stabilized for most of our product lines and over the past three years we have seen low to mid-single digit favorable rate changes in many of our product lines as market conditions improved and revenues, gross receipts and payrolls of our insureds were favorably impacted by improving economic conditions. However, during the fourth quarter of 2013 and continuing into 2014, we began to experience softening prices on our international catastrophe-exposed property product lines and in our property reinsurance book. Despite stabilization of prices on certain product lines, we still consider the overall property and casualty market to be soft. We will continue to pursue price increases in 2015 when possible; however, when we believe the prevailing market price will not support our underwriting profit targets, the business is not written. As a result of our underwriting discipline, gross premium volume may vary when we alter our product offerings to maintain or improve underwriting profitability.

Through our wholly-ownedwholly owned subsidiary Markel Ventures, Inc. (Markel Ventures), we own interests in various industrial and service businesses that operate outside of the specialty insurance marketplace. These businesses are viewed by management as separate and distinct from our insurance operations and are comprised of a diverse portfolio of companiesbusinesses from different industries, including manufacturing, healthcare, consumer and business and financial services.various industries. Local management teams oversee the day-to-day operations of these companies, while strategic decisions are made in conjunction with members of our executive management team, principally our President and Chief Investment Officer.team. While each of these companiesbusinesses is operated independently, we aggregate their financial results into two industry groups: manufacturing and non-manufacturing. Our manufacturing operations are comprised of manufacturers of transportation and other industrial equipment. Our non-manufacturing operations are comprised of businesses from several industry groups, including consumer goods and services (including healthcare) and business services. Our strategy in making these investments is similar to our strategy for purchasing equity securities. We seek to invest in profitable companies, with honest and talented management, that exhibit reinvestment opportunities and capital discipline, at reasonable prices. We intend to own the businesses acquired for a long period of time.

On July 23, 2014,In August 2017, we acquired 100%81% of the outstanding shares of Cottrell, Inc. (Cottrell),Costa Farms, a Florida-based privately held company headquartered in Gainesville, Georgia. Cottrell is a leading manufacturergrower of over-the-road car hauler equipmenthouse and related car hauler parts.garden plants. Results attributable to CottrellCosta Farms are included with the Company's non-insuranceour Markel Ventures operations, which are not included in a reportable segment.

In December 2015, we acquired 80% of the outstanding shares of CapTech Ventures, Inc. (CapTech), a privately held company headquartered in Richmond, Virginia. CapTech is a management and IT consulting firm, providing services and solutions to a wide array of customers. Results attributable to CapTech are included with our Markel Ventures operations, which are not included in a reportable segment.

We historically monitored and assessed the performance of each of our Markel Ventures businesses separately with no single business being individually significant to the operations of the Company as a whole. Following the continued growth in our Markel Ventures operations and its aggregate significance to our financial results, beginning in 2018, we will monitor and report our Markel Ventures operations as a single operating segment, consistent with the way our chief operating decision maker now reviews and assesses Markel Ventures’ performance.

For further discussion of our lines of business, principal products offered, distribution channels, competition, underwriting philosophy and our Markel Ventures operations, see the discussion under Business Overview.


Critical Accounting Estimates


Critical accounting estimates are those estimates that both are important to the portrayal of our financial condition and results of operations and require us to exercise significant judgment. The preparation of financial statements in accordance with U.S. GAAP requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues and expenses and the disclosure of material contingent assets and liabilities, including litigation contingencies. These estimates, by necessity, are based on assumptions about numerous factors.

We review the following critical accounting estimates and assumptions quarterly: evaluating the adequacy of reserves for unpaid losses and loss adjustment expenses, life and annuity reinsurance benefit reserves, the reinsurance allowance for doubtful accounts and income tax liabilities, as well as analyzing the recoverability of deferred tax assets, estimating reinsurance premiums written and earned and evaluating the investment portfolio for other-than-temporary declines in estimated fair value. Critical accounting estimates and assumptions for goodwill and intangible assets are reviewed in conjunction with an acquisition and goodwill and indefinite-lived intangible assets are reassessed at least annually for impairment. Actual results may differ materially from the estimates and assumptions used in preparing the consolidated financial statements.

Unpaid Losses and Loss Adjustment Expenses

Our consolidated balance sheet included estimated unpaid losses and loss adjustment expenses of $13.6 billion and reinsurance recoverable on unpaid losses of $4.6 billion at December 31, 2017 compared to $10.1 billion and $2.0 billion, respectively, at December 31, 2016. Included in the December 31, 2017 balances for both unpaid losses and loss adjustment expenses and reinsurance recoverable on unpaid losses were $2.2 billion attributable to our program services business.

We accrue liabilities for unpaid losses and loss adjustment expenses based upon estimates of the ultimate amounts payable. We maintain reserves for specific claims incurred and reported (case reserves) and reserves for claims incurred but not reported (IBNR reserves).

Reported claims are in various stages of the settlement process, and the corresponding reserves for reported claims are based upon all information available to us. Case reserves consider our estimate of the ultimate cost to settle the claims, including investigation and defense of lawsuits resulting from the claims, and may be subject to adjustment for differences between costs originally estimated and costs subsequently re-estimated or incurred. Claims are settled based upon their merits, and some claims may take years to settle, especially if legal action is involved.

As of any balance sheet date, all claims have not yet been reported, and some claims may not be reported for many years. As a result, the liability for unpaid losses and loss adjustment expenses includes significant estimates for incurred but not reported claims.

There is normally a time lag between when a loss event occurs and when it is actually reported to us. The actuarial methods that we use to estimate losses have been designed to address the lag in loss reporting as well as the delay in obtaining information that would allow us to more accurately estimate future payments. There is also often a time lag between cedents establishing case reserves and re-estimating their reserves, and notifying us of the new or revised case reserves. As a result, the reporting lag is more pronounced in our reinsurance contracts than in our insurance contracts due to the reliance on ceding companies to report their claims to us. On reinsurance transactions, the reporting lag will generally be 60 to 90 days after the end of a reporting period, but can be longer in some cases. Based on the experience of our actuaries and management, we select loss development factors and trending techniques to mitigate the difficulties caused by reporting lags. At least annually, we evaluate and update our loss development and trending factor selections using cedent specific and industry data.

U.S. GAAP requires that IBNR reserves be based on the estimated ultimate cost of settling claims, including the effects of inflation and other social and economic factors, using past experience adjusted for current trends and any other factors that would modify past experience. IBNR reserves are generally calculated by subtracting paid losses and case reserves from estimated ultimate losses. IBNR reserves were 64% of total unpaid losses and loss adjustment expenses at December 31, 2017 compared to 67% at December 31, 2016.


Each quarter, our actuaries prepare estimates of the ultimate liability for unpaid losses and loss adjustment expenses based on established actuarial methods. Management reviews these estimates, supplements the actuarial analyses with information provided by claims, underwriting and other operational personnel and determines its best estimate of loss reserves, which is recorded in our consolidated financial statements. Our procedures for determining the adequacy of loss reserves at the end of the year are substantially similar to the procedures applied at the end of each interim period.

Any adjustments to reserves resulting from our interim or year-end reviews, including changes in estimates, are recorded as a component of losses and loss adjustment expenses in the period of the change. Reserve changes that increase previous estimates of ultimate claims cost are referred to as unfavorable or adverse development, or reserve strengthening. Reserve changes that decrease previous estimates of ultimate claims cost are referred to as favorable development.

Program Services

For our program services business, case reserves are generally established based on reports received from the general agents or reinsurers with whom we do business. Our actuaries review the loss reserve data received for sufficiency, consistency with historical data and for consistency with other programs we write that have similar characteristics. If the data is not credible, or where no data is available, the loss reserves are calculated using our experience or industry experience for similar products or lines of business. All of the premium written in our program services business is ceded and net reserves for unpaid losses and loss adjustment expenses as of December 31, 2017 were $2.4 million.

Underwriting

For our insurance operations, we are generally notified of insured losses by our insureds or their brokers. Based on this information, we establish case reserves by estimating the expected ultimate losses from the claim (including any administrative costs associated with settling the claim). Our claims personnel use their knowledge of the specific claim along with internal and external experts, including underwriters, actuaries and legal counsel, to estimate the expected ultimate losses.

For our reinsurance operations, case reserves are generally established based on reports received from ceding companies or their brokers. For excess of loss contracts, we are typically notified of insurance losses on specific contracts and record a case reserve for the estimated expected ultimate losses from the claim. For quota share contracts, we typically receive aggregated claims information and record a case reserve based on that information. As with insurance business, we evaluate this information and estimate the expected ultimate losses.

Our liabilities for unpaid losses and loss adjustment expenses can generally be categorized into two distinct groups, short-tail business and long-tail business. Short-tail business refers to lines of business, such as property, accident and health, automobile, watercraft and marine hull exposures, for which losses are usually known and paid shortly after the loss actually occurs. Long-tail business describes lines of business for which specific losses may not be known and reported for some period and losses take much longer to emerge. Given the time frame over which long-tail exposures are ultimately settled, there is greater uncertainty and volatility in these lines than in short-tail lines of business. Our long-tail coverages consist of most casualty lines, including professional liability, directors' and officers' liability, products liability, general and excess liability and excess and umbrella exposures, as well as workers' compensation insurance. Some factors that contribute to the uncertainty and volatility of long-tail casualty programs, and thus require a significant degree of judgment in the reserving process, include the inherent uncertainty as to the length of reporting and payment development patterns, the possibility of judicial interpretations or legislative changes, including changes in workers' compensation benefit laws, that might impact future loss experience relative to prior loss experience and the potential lack of comparability of the underlying data used in performing loss reserve analyses. For example, we have exposure to auto casualty claims in the United Kingdom (U.K.) through reinsurance contracts written on the 2014 and prior years of account. In the United Kingdom, the calculation of these outstanding claims is informed by the discount rate used in determining lump sum awards in personal injury cases referenced in the Ogden tables. Effective March 20, 2017, the Ogden Rate decreased from plus 2.5% to minus 0.75%, which represents the first rate change since 2001. The reduction in the Ogden Rate increased the expected claims payments on these exposures, and we increased loss reserves accordingly.


Our ultimate liability may be greater or less than current reserves. Changes in our estimated ultimate liability for loss reserves generally occur as a result of the emergence of unanticipated loss activity, the completion of specific actuarial or claims studies or changes in internal or external factors. We closely monitor new information on reported claims and use statistical analyses prepared by our actuaries to evaluate the adequacy of our recorded reserves. We are required to exercise considerable judgment when assessing the relative credibility of loss development trends. Our philosophy is to establish loss reserves that are more likely redundant than deficient. This means that we seek to establish loss reserves that will ultimately prove to be adequate. As a result, if new information or trends indicate an increase in frequency or severity of claims in excess of what we initially anticipated, we generally respond quickly and increase loss reserves. If, however, frequency or severity trends are more favorable than initially anticipated, we often wait to reduce our loss reserves until we can evaluate experience in additional periods to confirm the credibility of the trend. In addition, for long-tail lines of business, trends develop over longer periods of time, and as a result, we give credibility to these trends more slowly than for short-tail or less volatile lines of business. As part of our acquisition of underwriting operations, to the extent the reserving philosophy of the acquired business is less conservative than our reserving philosophy, the post-acquisition loss reserves will be strengthened until total loss reserves are consistent with our target level of confidence.

In establishing our liabilities for unpaid losses and loss adjustment expenses, our actuaries estimate an ultimate loss ratio, by accident year or policy year, for each of our product lines with input from our underwriting and claims associates. For product lines in which loss reserves are established on a policy year basis, we have developed a methodology to convert from policy year to accident year for financial reporting purposes. In estimating an ultimate loss ratio for a particular line of business, our actuaries may use one or more actuarial reserving methods and select from these a single point estimate. To varying degrees, these methods include detailed statistical analysis of past claim reporting, settlement activity, claim frequency and severity, policyholder loss experience, industry loss experience and changes in market conditions, policy forms and exposures. The actuarial methods we use include:

Initial Expected Loss Ratio Method – This method multiplies earned premiums by an expected loss ratio. The expected loss ratio is selected utilizing industry data, our historical data, frequency-severity and rate level forecasts and professional judgment.

Paid Loss Development – This method uses historical loss payment patterns to estimate future loss payment patterns. Our actuaries use the historical loss patterns to develop factors that are applied to current paid loss amounts to calculate expected ultimate losses.

Incurred Loss Development – This method uses historical loss reporting patterns to estimate future loss reporting patterns. Our actuaries use the historical loss patterns to develop factors that are applied to current reported losses to calculate expected ultimate losses.

Bornhuetter-Ferguson Paid Loss Development – This method divides the projection of ultimate losses into the portion that has already been paid and the portion that has yet to be paid. The portion that has yet to be paid is estimated as the product of three amounts: the premium earned for the exposure period, the expected loss ratio and the percentage of ultimate losses that are still unpaid. The expected loss ratio is selected by considering historical loss ratios, adjusted for any known changes in pricing, loss trends, adequacy of case reserves, changes in administrative practices and other relevant factors.

Bornhuetter-Ferguson Incurred Loss Development – This method is identical to the Bornhuetter-Ferguson paid loss development method, except that it uses the percentage of ultimate losses that are still unreported, instead of the percentage of ultimate losses that are still unpaid.

Frequency/Severity – Under this method, expected ultimate losses are equal to the product of the expected ultimate number of claims and the expected ultimate average cost per claim. Our actuaries use historical reporting patterns and severity patterns to develop factors that are applied to the current reported amounts to calculate expected ultimate losses.

Outstanding to IBNR Ratio Method – Under this method, IBNR is based on a detailed review of remaining open claims. This method assumes that the estimated future loss development is indicated by the current level of case reserves.


Each actuarial method has its own set of assumptions and its own strengths and limitations, with no one method being better than the others in all situations. Our actuaries select the reserving methods that they believe will produce the most reliable estimate for the class of business being evaluated. Greater judgment may be required when we introduce new product lines or when there have been changes in claims handling practices, as the statistical data available may be insufficient. In these instances, we may rely upon assumptions applied to similar lines of business, rely more heavily on industry experience, take into account changes in underwriting guidelines and risk selection or review the impact of changes in claims reserving practices with claims personnel.

For example, in January 2013, we acquired Essentia Insurance Company, a company that underwrites insurance exclusively for Hagerty Insurance Agency and Hagerty Classic Marine Insurance Agency (collectively, Hagerty). Hagerty offers liability and physical damage insurance for classic cars, vintage boats, motorcycles and related automotive collectibles. Because Markel had limited exposure to such risks in the past, we supplemented our limited data and loss experience with third-party data. Working with Hagerty, we were able to obtain loss development triangles for the business Hagerty had underwritten with their previous carriers. Markel now aggregates that data with our own data for use in the pricing of and reserving for the Hagerty portfolio of business.

A key assumption in most actuarial analyses is that past development patterns will repeat themselves in the future, absent a significant change in internal or external factors that influence the ultimate cost of our unpaid losses and loss adjustment expenses. Our estimates reflect implicit and explicit assumptions regarding the potential effects of external factors, including economic and social inflation, judicial decisions, changes in law, general economic conditions and recent trends in these factors. Our actuarial analyses are based on statistical analysis but also consist of reviewing internal factors that are difficult to analyze statistically, including underwriting and claims handling changes. In some of our markets, and where we act as a reinsurer, the timing and amount of information reported about underlying claims are in the control of third parties. This can also affect estimates and require re-estimation as new information becomes available.

As indicated above, we may use one or more actuarial reserving methods, which incorporate numerous underlying judgments and assumptions, to establish our estimate of ultimate loss reserves. While we use our best judgment in establishing our estimate for loss reserves, applying different assumptions and variables could lead to significantly different loss reserve estimates.

Loss frequency and loss severity are two key measures of loss activity that often result in adjustments to actuarial assumptions relative to ultimate loss reserve estimates. Loss frequency measures the number of claims per unit of insured exposure. When the number of newly reported claims is higher than anticipated, generally speaking, loss reserves are increased. Conversely, loss reserves are generally decreased when fewer claims are reported than expected. Loss severity measures the average size of a claim. When the average severity of reported claims is higher than originally estimated, loss reserves are typically increased. When the average claim size is lower than anticipated, loss reserves are typically decreased. For example, in each of the past three years, we experienced favorable development on prior years' loss reserves in our brokerage products liability product line as a result of decreases in loss severity. During 2016, we experienced unfavorable development on prior years' loss reserves related to our specified medical and medical malpractice product lines as a result of increases in loss frequency.

Changes in prior years' loss reserves, including the trends and factors that impacted loss reserve development, as well as the likelihood that such trends and factors could result in future loss reserve development, are discussed in further detail under "Results of Operations."

Loss reserves are established at management's best estimate, which is generally higher than the corresponding actuarially calculated point estimate. The actuarial point estimate represents our actuaries' estimate of the most likely amount that will ultimately be paid to settle the loss reserves we have recorded at a particular point in time; however, there is inherent uncertainty in the point estimate as it is the expected value in a range of possible reserve estimates. In some cases, actuarial analyses, which are based on statistical analysis, cannot fully incorporate all of the subjective factors that affect development of losses. In other cases, management's perspective of these more subjective factors may differ from the actuarial perspective. Subjective factors where management's perspective may differ from that of the actuaries include: the credibility and timeliness of claims information received from third parties, economic and social inflation, judicial decisions, changes in law, changes in underwriting or claims handling practices, general economic conditions, the risk of moral hazard and other current and developing trends within the insurance and reinsurance markets, including the effects of competition. As a result, the actuarially calculated point estimates for each of our lines of business represent starting points for management's quarterly review of loss reserves.


In management's opinion, the actuarially calculated point estimate generally underestimates both the ultimate favorable impact of a hard insurance market and the ultimate adverse impact of a soft insurance market. Therefore, the percentage by which management's best estimate exceeds the actuarial point estimate will generally be higher during a soft market than during a hard market. Additionally, following an acquisition of insurance operations, to the extent the reserving philosophy of the acquired business is less conservative than our reserving philosophy, the percentage by which management's best estimate exceeds the actuarial point estimate will generally be lower until we build total loss reserves that are consistent with our historic level of confidence. Management's best estimate of net reserves for unpaid losses and loss adjustment expenses exceeded the actuarially calculated point estimate by $576.9 million, or 6.9%, at December 31, 2017, compared to $537.4 million, or 7.2%, at December 31, 2016.

The difference between management's best estimate and the actuarially calculated point estimate in both 2017 and 2016 is primarily associated with our long-tail business. Actuarial estimates can underestimate the adverse effects of a soft insurance market because the impact of changes in risk selection and terms and conditions can be difficult to quantify. In addition, the frequency of claims may increase in a recessionary environment. Similarly, the risk an insured will intentionally cause or be indifferent to loss may increase during an economic downturn, and the attention to loss prevention measures may decrease. These subjective factors affect the development of losses and represent instances where management's perspectives may differ from those of our actuaries. As a result, management has attributed less credibility than our actuaries to favorable trends experienced on our long-tail business during softmarket periods and has not incorporated these favorable trends into its best estimate to the same extent as the actuaries.

See note 9 of the notes to consolidated financial statements for further details regarding the historical development of reserves for losses and loss adjustment expenses and changes in methodologies and assumptions used to calculate reserves for unpaid losses and loss adjustment expenses.

Management also considers the range, or variability, of reasonably possible losses determined by our actuaries when establishing its best estimate for loss reserves. The actuarial ranges represent our actuaries' estimate of a likely lowest amount and likely highest amount that will ultimately be paid to settle the loss reserves we have recorded at a particular point in time. The range determinations are based on estimates and actuarial judgments and are intended to encompass reasonably likely changes in one or more of the factors that were used to determine the point estimates. Using statistical models, our actuaries establish high and low ends of a range of reasonable reserve estimates for each of our operating segments.

The following table summarizes our reserves for net unpaid losses and loss adjustment expenses and the actuarially established high and low ends of a range of reasonable reserve estimates at December 31, 2017. As described in note 9 of the notes to consolidated financial statements, unpaid losses and loss adjustment expenses attributable to acquisitions are recorded at fair value as of the acquisition date, which generally consists of the present value of the expected net loss and loss adjustment expense payments plus a risk premium. The net loss reserves presented in this table represent our estimated future payments for losses and loss adjustment expenses, whereas the reserves for unpaid losses and loss adjustment expenses included in the consolidated balance sheet include the unamortized portion of fair value adjustments recorded in conjunction with an acquisition.

(dollars in millions)
Net Loss
Reserves Held
 
Low End of
Actuarial
    Range(1)
 
High End of
Actuarial
   Range(1)
U.S. Insurance$3,500.1
 $3,033.5
 $3,786.3
International Insurance2,261.7
 1,805.8
 2,520.5
Reinsurance2,886.1
 2,087.3
 3,240.7
Other Insurance (Discontinued Lines)263.0
 208.1
 426.8
(1)
Due to the actuarial methods used to determine the separate ranges for each segment of our business, it is not appropriate to aggregate the high or low ends of the separate ranges to determine the high and low ends of the actuarial range on a consolidated basis.

Undue reliance should not be placed on these ranges of estimates as they are only one of many points of reference used by management to determine its best estimate of ultimate losses. Further, actuarial ranges may not be a true reflection of the potential variability between loss reserves estimated at the balance sheet date and the ultimate cost of settling claims. Actuarial ranges are developed based on known events as of the valuation date, while ultimate losses are subject to events and circumstances that are unknown as of the valuation date.


We place less reliance on the range established for our Other Insurance (Discontinued Lines) segment than on the ranges established for our other operating segments. The range established for our Other Insurance (Discontinued Lines) segment includes exposures related to acquired lines of business, many of which are no longer being written, that were not subject to our underwriting discipline and controls prior to our acquisition. Additionally, A&E exposures, which are subject to an uncertain and unfavorable legal environment, account for 40% of the net loss reserves considered in the range established for our Other Insurance (Discontinued Lines) segment.

Our exposure to A&E claims results from policies written by acquired insurance operations before their acquisitions. The exposure to A&E claims originated from umbrella, excess and commercial general liability (CGL) insurance policies and assumed reinsurance contracts that were written on an occurrence basis from the 1970s to mid-1980s. Exposure also originated from claims-made policies that were designed to cover environmental risks provided that all other terms and conditions of the policy were met. A&E claims include property damage and clean-up costs related to pollution, as well as personal injury allegedly arising from exposure to hazardous materials. After 1986, we began underwriting CGL coverage with pollution exclusions, and in some lines of business we began using a claims-made form. These changes significantly reduced our exposure to future A&E claims on post-1986 business.

There is significant judgment required in estimating the amount of our potential exposure from A&E claims due to the limited and variable historical data on A&E losses as compared to other types of claims, the potential significant reporting delays of claims from insureds to insurance companies and the continuing evolution of laws and judicial interpretations of those laws relative to A&E exposures. Due to these unique aspects of A&E exposures, the ultimate value of loss reserves for A&E claims cannot be estimated using traditional methods and is subject to greater uncertainty than other types of claims. Other factors contributing to the significant uncertainty in estimating A&E reserves include: uncertainty as to the number and identity of insureds with potential exposure; uncertainty as to the number of claims filed by exposed, but not ill, individuals; uncertainty as to the settlement values to be paid; difficulty in properly allocating responsibility and liability for the loss, especially if the claim involves multiple insurance providers or multiple policy periods; growth in the number and significance of bankruptcies of asbestos defendants; uncertainty as to the financial status of companies that insured or reinsured all or part of A&E claims; and inconsistent court decisions and interpretations with respect to underlying policy intent and coverage.

Due to these uncertainties, it is not possible to estimate our ultimate liability for A&E exposures with the same degree of reliability as with other types of exposures. Future development will be affected by the factors mentioned above and could have a material effect on our results of operations, cash flows and financial position. As of December 31, 2017 and 2016, our consolidated balance sheets included estimated net reserves for A&E losses and loss adjustment expenses of $104.7 million and $111.6 million, respectively.

In March 2015, we completed a retroactive reinsurance transaction to cede a portfolio of policies primarily comprised of liabilities arising from A&E exposures that originated before 1992 to a third party. Effective March 31, 2017, the related reserves, which totaled $69.1 million, were formally transferred to the third party by way of a Part VII transfer pursuant to the Financial Services and Markets Act 2000 of the United Kingdom. The Part VII transfer eliminates the uncertainty regarding the potential for adverse development of estimated ultimate liabilities on the underlying policies. In October 2015, we completed a second retroactive reinsurance transaction to cede a portfolio of policies primarily comprised of liabilities arising from A&E exposures that originated before 1987. The transaction provides up to $300 million of coverage for losses in excess of a $97.0 million retention on the ceded policies and 50% coverage on an additional $100 million of losses. After considering our retention on the ceded policies, ceded reserves for unpaid losses and loss adjustment expenses totaled $76.4 million. As of December 31, 2017, our total reinsurance recoverable on unpaid losses for A&E exposures was 62% of our gross reserves for A&E exposures.

We seek to establish appropriate reserve levels for A&E exposures, including A&E exposures ceded to third parties under retroactive reinsurance transactions; however, these reserves could increase in the future. Any future adverse development on reserves subject to retroactive reinsurance contracts will result in increases in our gross reserves for unpaid losses and loss adjustment expenses for A&E exposures and will be recognized in net income in the current period. Any corresponding benefit for ceded losses, however, will be deferred and recognized as claims are settled. These reserves are not discounted to present value and are forecasted to pay out over the next 40 to 50 years as claims are settled.


Life and Annuity Benefits

We previously acquired a block of life and annuity reinsurance contracts which subject us to mortality, longevity and morbidity risks. The related reserves are compiled by our actuaries on a reinsurance contract-by-contract basis and are computed on a discounted basis using standard actuarial techniques and cash flow models. Since the development of our life and annuity reinsurance reserves is based upon cash flow projection models, we must make estimates and assumptions based on cedent experience, industry mortality tables, and expense and investment experience, including a provision for adverse deviation. The assumptions used to determine policy benefit reserves are generally locked-in for the life of the contract unless an unlocking event occurs. To the extent existing policy reserves, together with the present value of future gross premiums and expected investment income earned thereon, are not adequate to cover the present value of future benefits, settlement and maintenance costs, the locked-in assumptions are revised to current best estimate assumptions and a charge to earnings for life and annuity benefits is recognized at that time. Our consolidated balance sheets at December 31, 2017 and 2016 included reserves for life and annuity benefits of $1.1 billion and $1.0 billion, respectively.

Because of the assumptions and estimates used in establishing reserves for life and annuity benefit obligations and the long-term nature of these reinsurance contracts, the ultimate liability may be greater or less than the estimates. The average discount rate for the life and annuity benefit reserves was 2.3% as of December 31, 2017.

Reinsurance Premiums

Our assumed reinsurance premiums are recorded at the inception of each contract based upon contract terms and information received from cedents and brokers. For excess of loss contracts, the amount of minimum or deposit premium is usually contractually documented at inception, and variances between this premium and final premium are generally small. An adjustment is made to the minimum or deposit premium, when notified, if there are changes in underlying exposures insured. For quota share contracts, gross premiums written are normally estimated at inception based on information provided by cedents or brokers. We generally record such premiums using the cedent's initial estimates, and then adjust them as more current information becomes available, with such adjustments recorded as premiums written in the period they are determined. We believe that the cedent's estimate of the volume of business they expect to cede to us usually represents the best estimate of gross premium written at the beginning of the contract. As the contract progresses, we monitor actual premium received in conjunction with correspondence from the cedent in order to refine our estimate. Variances from original premium estimates are normally greater for quota share contracts than excess of loss contracts. Premiums are earned on a pro rata basis over the coverage period, or for multi-year contracts, in proportion with the underlying risk exposure to the extent there is variability in the exposure throughout the coverage period. The impact of premium adjustments to net income may be mitigated by related acquisition costs and losses.

Certain contracts we write, particularly property catastrophe reinsurance contracts, provide for reinstatements of coverage. Reinstatement premiums are the premiums for the restoration of the reinsurance limit of a contract to its full amount after a loss occurrence by the reinsured. The purpose of optional and required reinstatements is to permit the reinsured to reinstate the reinsurance coverage at a pre-determined price level once a loss event has penetrated the reinsurance layer. In addition, required reinstatement premiums permit the reinsurer to obtain additional premiums to cover the additional loss limits provided.

We accrue for reinstatement premiums resulting from losses recorded. Such accruals are based upon contractual terms and the only element of management judgment involved is with respect to the amount of losses recorded. Changes in estimates of losses recorded on contracts with reinstatement premium features will result in changes in reinstatement premiums based on contractual terms. Reinstatement premiums are recognized at the time we record losses and are earned on a pro rata basis over the coverage period.

Ceded Reinsurance Allowance for Doubtful Accounts

We evaluate and adjust reserves for uncollectible ceded reinsurance based upon our collection experience, the financial condition of our reinsurers, collateral held and the development of our gross loss reserves. Our consolidated balance sheets at December 31, 2017 and 2016 included a reinsurance allowance for doubtful accounts of $34.0 million and $36.8 million, respectively, all of which is attributable to our underwriting operations. Based on the significant amounts of collateral held on our program services business and historical collection experience, we have not recorded a reinsurance allowance for doubtful accounts on this business.

Reinsurance recoverables recorded on insurance losses ceded under reinsurance contracts are subject to judgments and uncertainties similar to those involved in estimating gross loss reserves. In addition to these uncertainties, our reinsurance recoverables may prove uncollectible if the reinsurers are unable or unwilling to perform under the reinsurance contracts. In establishing our reinsurance allowance for amounts deemed uncollectible, we evaluate the financial condition of our reinsurers and monitor concentration of credit risk arising from our exposure to individual reinsurers. To determine if an allowance is necessary, we consider, among other factors, published financial information, reports from rating agencies, payment history, collateral held and our legal right to offset balances recoverable against balances we may owe. Our ceded reinsurance allowance for doubtful accounts is subject to uncertainty and volatility due to the time lag involved in collecting amounts recoverable from reinsurers. Over the period of time that losses occur, reinsurers are billed and amounts are ultimately collected, economic conditions, as well as the operational and financial performance of particular reinsurers, may change and these changes may affect the reinsurers' willingness and ability to meet their contractual obligation to us. It is also difficult to fully evaluate the impact of major catastrophic events on the financial stability of reinsurers, as well as the access to capital that reinsurers may have when such events occur. The ceding of insurance does not legally discharge us from our primary liability for the full amount of the policies, and we will be required to pay the loss and bear collection risk if the reinsurers fail to meet their obligations under the reinsurance contracts.

Income Taxes and Uncertain Tax Positions

The preparation of our consolidated income tax provision, including the evaluation of tax positions we have taken or expect to take on our income tax returns, requires significant judgment. In evaluating our tax positions, we recognize the tax benefit from an uncertain tax position only if, based on the technical merits of the position, it is more likely than not that the tax position will be sustained upon examination by the taxing authorities. Tax positions that meet the more likely than not threshold are then measured using a probability weighted approach, whereby the largest amount of tax benefit that is greater than 50% likely of being realized upon ultimate settlement is recognized. At December 31, 2017, we did not have any material unrecognized tax benefits. The tax positions that we have taken or expect to take are based upon the application of tax laws and regulations, which are subject to interpretation, judgment and uncertainty. As a result, our actual liability for income taxes may differ significantly from our estimates.

We record deferred income taxes as assets or liabilities on our consolidated balance sheets to reflect the net tax effect of the temporary differences between the carrying amounts of assets and liabilities for financial reporting purposes and their respective tax bases. Deferred tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in years in which those temporary differences are expected to be recovered or settled. At December 31, 2017 and 2016, our net deferred tax liability was $505.6 million and $330.5 million, respectively. The increase in our net deferred tax liability in 2017 was primarily driven by the increase in net unrealized gains on investments in 2017 and an increase in intangible assets attributable to acquisitions, partially offset by the remeasurement of our net deferred tax liability at the lower enacted U.S. corporate tax rate following the enactment of the Tax Cuts and Jobs Act (TCJA) in December 2017. See further discussion of the impact of the TCJA in note 8 of the notes consolidated financial statements.

Deferred tax assets are reduced by a valuation allowance when management believes it is more likely than not that some, or all, of the deferred tax assets will not be realized. As of December 31, 2017 and 2016, our deferred tax assets were net of a valuation allowance of $25.2 million and $18.8 million, respectively. In evaluating our ability to realize our deferred tax assets and assessing the need for a valuation allowance at December 31, 2017 and 2016, we made estimates regarding the future taxable income of our subsidiaries and judgments about our ability to pursue prudent and feasible tax planning strategies. A change in any of these estimates and judgments could result in the need to increase our valuation allowance through a charge to earnings. See note 8 of the notes to consolidated financial statements for further discussion of our consolidated income tax provision, uncertain tax positions and net operating losses.

Goodwill and Intangible Assets

Our consolidated balance sheet as of December 31, 2017 included goodwill and intangible assets of $3.1 billion. Goodwill and intangible assets are recorded as a result of business acquisitions. Goodwill represents the excess of the amount paid to acquire a business over the net fair value of assets acquired and liabilities assumed at the date of acquisition. Indefinite-lived and other intangible assets are recorded at fair value as of the acquisition date. The determination of the fair value of certain assets acquired and liabilities assumed involves significant judgment and the use of valuation models and other estimates, which require assumptions that are inherently subjective. Goodwill and indefinite-lived intangible assets are tested for impairment at least annually. Intangible assets with definite lives are reviewed for impairment when events or circumstances indicate that their carrying value may not be recoverable. We completed our annual test for impairment during the fourth quarter of 2017 based upon results of operations through September 30, 2017.


For some reporting units, we assessed qualitative factors to determine whether it is more likely than not that the fair value of a reporting unit is less than its carrying amount. This assessment serves as a basis for determining whether it is necessary to perform the quantitative goodwill impairment test. For other reporting units, we elected to perform the quantitative goodwill impairment test, which includes determining whether the carrying amount of a reporting unit, including goodwill, exceeds its estimated fair value. If the carrying amount of the reporting unit exceeds the fair value, the excess of the recorded amount of goodwill over the fair value is charged to net income as an impairment loss. The impairment loss is limited to the amount of goodwill allocated to that reporting unit.

A significant amount of judgment is required in performing goodwill impairment tests. When using the qualitative approach, we considered macroeconomic factors such as industry and market conditions. We also considered reporting unit-specific events, actual financial performance versus expectations and management's future business expectations. As part of our qualitative evaluation of certain reporting units with material goodwill, we considered the fact that some of the businesses had been recently acquired in orderly transactions between market participants, and our purchase price represented fair value at acquisition. There were no events since acquisition which had a significant impact on the fair value of these reporting units. For reporting units which we tested quantitatively, we estimated fair value primarily using an income approach based on a discounted cash flow model. The cash flow projections used in the discounted cash flow model included management's best estimate of future growth and margins. The discount rates used to determine the fair value estimates were developed based on the capital asset pricing model using market-based inputs as well as an assessment of the inherent risk in projected future cash flows.

We believe the fair value of each of our reporting units exceeded its respective carrying amount as of October 1, 2017 and December 31, 2017.

During the fourth quarter of 2016, we recorded a goodwill impairment charge of $18.7 million to other expenses for one of our Markel Ventures industrial manufacturing reporting units, to reduce the carrying value of its goodwill to its implied fair value. Unfavorable market conditions, specifically declining oil prices from late 2014 through 2016, resulted in lower than expected earnings over a similar time period. The reporting unit's earnings are generally tied to infrastructure spending across global markets, a significant portion of which are influenced by the price of oil. To determine the value of the impairment loss, we estimated the fair value of the reporting unit primarily using an income approach based on a discounted cash flow model that incorporates management's best estimate of future growth and margins. While these cash flow projections yield positive cash flows and earnings in the long-term, they were insufficient to support the current carrying value of the reporting unit due to the unfavorable impact of current market conditions and recent trends on our shorter-term projections. After recording this charge in 2016, the reporting unit's goodwill was reduced to zero.

During the fourth quarter of 2015, we recorded a goodwill impairment charge of $14.9 million to other expenses, for one of our Markel Ventures healthcare reporting units, to reduce the carrying value of its goodwill to its implied fair value. The reporting unit's operations consist of the planning, development and operation of behavioral health services in partnership with healthcare organizations. In 2015, we determined the goodwill for the reporting unit was impaired as a result of lower than expected earnings and lower estimated future earnings. We believe the performance of this reporting unit has been impacted by healthcare legislation, evolving general healthcare market conditions and the need to adapt more quickly to those changes. Additionally, the reporting unit's performance has been impacted by operational costs in excess of projections on new operating facilities where construction began just prior to our acquisition. Although we anticipated a ramp-up period in the initial operations of these facilities, costs have continued to exceed both our initial and revised expectations. To determine the value of the impairment loss, we estimated the fair value of the reporting unit primarily using an income approach based on a discounted cash flow model that incorporates management's best estimate of future growth and margins. After recording this charge in 2015, the reporting unit's goodwill was reduced to zero.


Investments

We complete a detailed analysis each quarter to assess whether the decline in the fair value of any investment below its cost basis is deemed other-than-temporary. All securities with unrealized losses are reviewed. For equity securities, a decline in fair value that is considered to be other-than-temporary is recognized in net income based on the fair value of the security at the time of assessment, resulting in a new cost basis for the security. For fixed maturities where we intend to sell the security or it is more likely than not that we will be required to sell the security before recovery of its amortized cost, a decline in fair value is considered to be other-than-temporary and is recognized in net income based on the fair value of the security at the time of assessment, resulting in a new cost basis for the security. If the decline in fair value of a fixed maturity below its amortized cost is considered to be other-than-temporary based upon other considerations, we compare the estimated present value of the cash flows expected to be collected to the amortized cost of the security. The extent to which the estimated present value of the cash flows expected to be collected is less than the amortized cost of the security represents the credit-related portion of the other-than-temporary impairment, which is recognized in net income, resulting in a new cost basis for the security. Any remaining decline in fair value represents the non-credit portion of the other-than-temporary impairment, which is recognized in other comprehensive income (loss). The discount rate used to calculate the estimated present value of the cash flows expected to be collected is the effective interest rate implicit for the security at the date of purchase.

We consider many factors in completing our quarterly review of securities with unrealized losses for other-than-temporary impairment, including the length of time and the extent to which fair value has been below cost and the financial condition and near-term prospects of the issuer. For equity securities, the ability and intent to hold the security for a period of time sufficient to allow for any anticipated recovery is considered. For fixed maturities, we consider whether we intend to sell the security or if it is more likely than not that we will be required to sell the security before recovery, the implied yield-to-maturity, the credit quality of the issuer and the ability to recover all amounts outstanding when contractually due. When assessing whether we intend to sell a fixed maturity or if it is likely that we will be required to sell a fixed maturity before recovery of its amortized cost, we evaluate facts and circumstances including, but not limited to, decisions to reposition the investment portfolio, potential sales of investments to meet cash flow needs and potential sales of investments to capitalize on favorable pricing.

Risks and uncertainties are inherent in our other-than-temporary decline in fair value assessment methodology. The risks and uncertainties include, but are not limited to, incorrect or overly optimistic assumptions about the financial condition, liquidity or near-term prospects of an issuer, inadequacy of any underlying collateral, unfavorable changes in economic or social conditions and unfavorable changes in interest rates or credit ratings. Changes in any of these assumptions could result in charges to earnings in future periods.

Losses from write downs for other-than-temporary declines in the estimated fair value of investments, while potentially significant to net income, do not have an impact on our financial position. Since our investment securities are considered available-for-sale and are recorded at estimated fair value, unrealized losses on investments are already included in accumulated other comprehensive income. See note 3(b) of the notes to consolidated financial statements for further discussion of our assessment methodology for other-than-temporary declines in the estimated fair value of investments.

Recent Accounting Pronouncements

The Financial Accounting Standards Board has issued several accounting standards updates (ASUs) that become effective January 1, 2018. These standards were evaluated and we have identified the impacts, if any, to our consolidated financial position, results of operations and cash flows.

Adoption of ASU No. 2014-09, Revenue from Contracts with Customers (Topic 606), will not have a material impact on our consolidated financial position, results of operations or cash flows.

Upon adoption of ASU No. 2016-01, Financial Instruments (Topic 825): Recognition and Measurement of Financial Assets and Financial Liabilities, changes in the fair value of equity securities will be recognized in net income rather than other comprehensive income. As of December 31, 2017, accumulated other comprehensive income included $3.3 billion of net unrealized gains on equity securities, which will be reclassified to retained earnings on January 1, 2018. As of December 31, 2017, accumulated other comprehensive income was net of deferred income taxes on net unrealized gains on equity securities of $1.1 billion. We are still assessing the impact of ASU No. 2018-02 following the enactment of the Tax Cuts and Jobs Act in December 2017, on deferred taxes included in accumulated other comprehensive income and have not determined the amount of deferred income taxes on net unrealized gains on equity securities that will be reclassified to retained earnings on January 1, 2018.

Other ASUs that we expect have the most potential to significantly impact our consolidated financial position, results of operations or cash flows upon adoption and are currently evaluating are as follows:

ASU No. 2016-02, Leases (Topic 842)
ASU No. 2016-13, Financial Instruments - Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments
ASU No. 2018-02, Income Statement - Reporting Comprehensive Income (Topic 220): Reclassification of Certain Tax Effects from Accumulated Other Comprehensive Income

See note 1(w) of the notes to consolidated financial statements for discussion of all of these ASUs and the expected effects on our consolidated financial position, results of operations and cash flows.


Key Performance IndicatorsLife and Annuity Benefits

We measure financial successpreviously acquired a block of life and annuity reinsurance contracts which subject us to mortality, longevity and morbidity risks. The related reserves are compiled by our ability to compound growth in book value per share atactuaries on a high rate of return overreinsurance contract-by-contract basis and are computed on a long period of time. To mitigatediscounted basis using standard actuarial techniques and cash flow models. Since the effects of short-term volatility, we measure ourselves over a five-year period. We believe that growth in book value per share is the most comprehensive measuredevelopment of our success because it includes all underwriting, operatinglife and investing results. We measure underwriting results by our underwriting profit or lossannuity reinsurance reserves is based upon cash flow projection models, we must make estimates and combined ratio. We measure operating results, which primarily consistsassumptions based on cedent experience, industry mortality tables, and expense and investment experience, including a provision for adverse deviation. The assumptions used to determine policy benefit reserves are generally locked-in for the life of our Markel Ventures operations, bythe contract unless an unlocking event occurs. To the extent existing policy reserves, together with the present value of future gross premiums and expected investment income earned thereon, are not adequate to cover the present value of future benefits, settlement and maintenance costs, the locked-in assumptions are revised to current best estimate assumptions and a charge to earnings before interest, income taxes, depreciationfor life and amortization (EBITDA), whichannuity benefits is a non-GAAP financial measure, in conjunction with U.S. GAAP measures, including revenuesrecognized at that time. Our consolidated balance sheets at December 31, 2017 and net income. Because EBITDA excludes interest, income taxes, depreciation2016 included reserves for life and amortization, it provides an indicatorannuity benefits of economic performance that is useful to both management$1.1 billion and investors in evaluating our Markel Ventures businesses as it is not affected by levels of debt, interest rates, effective tax rates or levels of depreciation and amortization resulting from purchase accounting. We measure investing results by our taxable equivalent total investment return. These measures are discussed in greater detail under "Results of Operations."

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Results of Operations

$1.0 billion, respectively.

Because of the assumptions and estimates used in establishing reserves for life and annuity benefit obligations and the long-term nature of these reinsurance contracts, the ultimate liability may be greater or less than the estimates. The following table presentsaverage discount rate for the componentslife and annuity benefit reserves was 2.3% as of net income to shareholders.December 31, 2017.

 Years Ended December 31,
(dollars in thousands)2014 2013 2012
Underwriting profit$177,563
 $103,031
 $63,588
Net investment income363,230
 317,373
 282,107
Net realized investment gains46,000
 63,152
 31,593
Other revenues883,525
 710,942
 539,284
Amortization of intangible assets(57,627) (55,223) (33,512)
Other expenses(854,871) (663,528) (478,248)
Interest expense(117,442) (114,004) (92,762)
Income tax expense(116,690) (77,898) (53,802)
Net income attributable to noncontrolling interests(2,506) (2,824) (4,863)
Net income to shareholders$321,182
 $281,021
 $253,385
Reinsurance Premiums

Net incomeOur assumed reinsurance premiums are recorded at the inception of each contract based upon contract terms and information received from cedents and brokers. For excess of loss contracts, the amount of minimum or deposit premium is usually contractually documented at inception, and variances between this premium and final premium are generally small. An adjustment is made to shareholders increased 14% from 2013 to 2014 due tothe minimum or deposit premium, when notified, if there are changes in underlying exposures insured. For quota share contracts, gross premiums written are normally estimated at inception based on information provided by cedents or brokers. We generally record such premiums using the cedent's initial estimates, and then adjust them as more favorable underwriting results and higher investment incomecurrent information becomes available, with such adjustments recorded as premiums written in 2014, partially offset by higher income tax expense compared to 2013. Net income to shareholders
increased 11% from 2012 to 2013 due to more favorable underwriting results and higher investment income in 2013, partially offset by higher income tax expense compared to 2012. The components of net income to shareholdersthe period they are discussed in further detail under "Underwriting Results," "Life and Annuity Benefits," "Investing Results," "Markel Ventures Operations" and "Interest Expense and Income Taxes."

Underwriting Results

Underwriting profits are a key component of our strategy to grow book value per share.determined. We believe that the abilitycedent's estimate of the volume of business they expect to achieve consistent underwriting profits demonstrates knowledgecede to us usually represents the best estimate of gross premium written at the beginning of the contract. As the contract progresses, we monitor actual premium received in conjunction with correspondence from the cedent in order to refine our estimate. Variances from original premium estimates are normally greater for quota share contracts than excess of loss contracts. Premiums are earned on a pro rata basis over the coverage period, or for multi-year contracts, in proportion with the underlying risk exposure to the extent there is variability in the exposure throughout the coverage period. The impact of premium adjustments to net income may be mitigated by related acquisition costs and expertise, commitmentlosses.

Certain contracts we write, particularly property catastrophe reinsurance contracts, provide for reinstatements of coverage. Reinstatement premiums are the premiums for the restoration of the reinsurance limit of a contract to superior customer serviceits full amount after a loss occurrence by the reinsured. The purpose of optional and required reinstatements is to permit the reinsured to reinstate the reinsurance coverage at a pre-determined price level once a loss event has penetrated the reinsurance layer. In addition, required reinstatement premiums permit the reinsurer to obtain additional premiums to cover the additional loss limits provided.

We accrue for reinstatement premiums resulting from losses recorded. Such accruals are based upon contractual terms and the abilityonly element of management judgment involved is with respect to manage insurance risk. The property and casualty insurance industry commonly defines underwriting profit or loss as earned premiums netthe amount of losses recorded. Changes in estimates of losses recorded on contracts with reinstatement premium features will result in changes in reinstatement premiums based on contractual terms. Reinstatement premiums are recognized at the time we record losses and loss adjustment expenses and underwriting, acquisition and insurance expenses. We use underwriting profit or loss asare earned on a pro rata basis for evaluating our underwriting performance.over the coverage period.

Ceded Reinsurance Allowance for Doubtful Accounts

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The following table presents selected data fromour reinsurers, collateral held and the development of our gross loss reserves. Our consolidated balance sheets at December 31, 2017 and 2016 included a reinsurance allowance for doubtful accounts of $34.0 million and $36.8 million, respectively, all of which is attributable to our underwriting operations. Based on the significant amounts of collateral held on our program services business and historical collection experience, we have not recorded a reinsurance allowance for doubtful accounts on this business.

Reinsurance recoverables recorded on insurance losses ceded under reinsurance contracts are subject to judgments and uncertainties similar to those involved in estimating gross loss reserves. In addition to these uncertainties, our reinsurance recoverables may prove uncollectible if the reinsurers are unable or unwilling to perform under the reinsurance contracts. In establishing our reinsurance allowance for amounts deemed uncollectible, we evaluate the financial condition of our reinsurers and monitor concentration of credit risk arising from our exposure to individual reinsurers. To determine if an allowance is necessary, we consider, among other factors, published financial information, reports from rating agencies, payment history, collateral held and our legal right to offset balances recoverable against balances we may owe. Our ceded reinsurance allowance for doubtful accounts is subject to uncertainty and volatility due to the time lag involved in collecting amounts recoverable from reinsurers. Over the period of time that losses occur, reinsurers are billed and amounts are ultimately collected, economic conditions, as well as the operational and financial performance of particular reinsurers, may change and these changes may affect the reinsurers' willingness and ability to meet their contractual obligation to us. It is also difficult to fully evaluate the impact of major catastrophic events on the financial stability of reinsurers, as well as the access to capital that reinsurers may have when such events occur. The ceding of insurance does not legally discharge us from our primary liability for the full amount of the policies, and we will be required to pay the loss and bear collection risk if the reinsurers fail to meet their obligations under the reinsurance contracts.
 Years Ended December 31, 
(dollars in thousands)2014 2013 2012 
Gross premium volume$4,805,513
 $3,920,226
 $2,513,681
 
Net written premiums$3,917,015
 $3,236,683
 $2,214,126
 
Net retention82% 83% 88% 
Earned premiums$3,840,912
 $3,231,616
 $2,147,128
 
Losses and loss adjustment expenses$2,202,467
 $1,816,273
 $1,154,068
 
Underwriting, acquisition and insurance expenses$1,460,882
 $1,312,312
 $929,472
 
Underwriting profit$177,563
 $103,031
 $63,588
 
       
U.S. GAAP Combined Ratios (1)
      
U.S. Insurance95% 92% 100% 
International Insurance93% 94% 91% 
Reinsurance96% 109% 77% 
Other Insurance (Discontinued Lines)NM
(2) 
NM
(2) 
NM
(2) 
Markel Corporation (Consolidated)95% 97% 97% 
(1)
The U.S. GAAP combined ratio is a measure of underwriting performance and represents the relationship of incurred losses, loss adjustment expenses and underwriting, acquisition and insurance expenses to earned premiums. The U.S. GAAP combined ratio is the sum of the loss ratio and the expense ratio. A combined ratio less than 100% indicates an underwriting profit, while a combined ratio greater than 100% reflects an underwriting loss. The loss ratio represents the relationship of incurred losses and loss adjustment expenses to earned premiums. The expense ratio represents the relationship of underwriting, acquisition and insurance expenses to earned premiums.
(2)
NM—Ratio is not meaningful. Further discussion of Other Insurance (Discontinued Lines) underwriting loss follows.

The decrease in the consolidated combined ratio from 2013 to 2014 was driven by a lower expense ratio, partially offset by a less favorable prior accident years' loss ratio compared to 2013. Underwriting, acquisitionIncome Taxes and insurance expenses in 2013 included transaction and other acquisition-related costs of $75.1 million attributable to the acquisition of Alterra, or two points on the combined ratio. These costs include transaction costs totaling $16.0 million, which primarily consist of due diligence, legal and investment banking costs, severance costs of $31.7 million, stay bonuses of $14.8 million, and other compensation costs totaling $12.6 million, related to the acceleration of certain long-term incentive compensation awards and restricted stock awards that were granted by Alterra prior to the acquisition. Excluding transaction and other acquisition-related costs incurred in 2013, the 2014 expense ratio was comparable to 2013.Uncertain Tax Positions

The preparation of our consolidated combined ratio was flatincome tax provision, including the evaluation of tax positions we have taken or expect to take on our income tax returns, requires significant judgment. In evaluating our tax positions, we recognize the tax benefit from 2012 to 2013, as a lower current accident year loss ratio and lower expense ratio were offset by a less favorable prior accident years' loss ratio compared to 2012. The decrease inan uncertain tax position only if, based on the consolidated current accident year loss ratio in 2013 was due to the impact of catastrophes in 2012 and improved underwriting results within our U.S. Insurance segment in 2013 compared to 2012. This improvement was partially offset by higher attritional losses in our International Insurance and Reinsurance segments, due in part to the contribution of premium from products previously written by Alterra, which generally carry higher loss ratios than the resttechnical merits of the business written in these segments. The 2012 combined ratio included $107.4 million, or five points, of underwriting loss from Hurricane Sandy which occurred during October 2012.

The decrease inposition, it is more likely than not that the consolidated expense ratio in 2013 reflected higher earned premiums in each of our operating segments in 2013 compared to 2012, and a favorable impact attributable to the contribution of earnings from Alterra in 2013, primarily in our International Insurance segment. The impact of transaction and other acquisition-related costs in 2013 was offsettax position will be sustained upon examination by the impacttaxing authorities. Tax positions that meet the more likely than not threshold are then measured using a probability weighted approach, whereby the largest amount of prospective adoptiontax benefit that is greater than 50% likely of Financial Accounting Standards Board Accounting Standards Update No. 2010-26, Accounting for Costs Associated with Acquiring or Renewing Insurance Contracts (ASU No. 2010-26), in 2012.being realized upon ultimate settlement is recognized. At December 31, 2017, we did not have any material unrecognized tax benefits. The prospective adoption of ASU No. 2010-26 increased our consolidated underwriting, acquisition and insurance expenses by $43.1 million in 2012, or two points on the combined ratio. Likewise, the 2012 combined ratios of the U.S. Insurance, International Insurance and Reinsurance segments included two points, two points and one point, respectively, of underwriting, acquisition and insurance expenses related to the prospective adoption of ASU No. 2010-26.


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The 2014 combined ratio included $435.5 million of favorable development on prior years' loss reserves compared to $411.1 million in 2013 and $399.0 million in 2012. The benefit of the favorable development on prior years' loss reserves had less of an impact on the combined ratio in 2014 compared to 2013 and 2013 compared to 2012 due to higher earned premium volume in 2014 and 2013, respectively. Favorable development on prior years' loss reserves in 2013 included $20.8 million of favorable development on Hurricane Sandy. The favorable development on prior years' loss reserves during all three years was primarily due to loss reserve redundancies on our long-tail casualty and professional liability lines within our U.S. Insurance segment and on our professional liability and marine and energy product lines within the International Insurance segment. Redundancies on these product lines totaled $250.4 million in 2014, $255.2 million in 2013 and $292.3 million in 2012.

Over the past three years,tax positions that we have experienced significant redundancies on prior years' loss reserves despite the soft market conditions we have operated in since 2005. The favorable trend in prior years' loss reserves is due in parttaken or expect to the adverse impact of the soft market not being as significant as originally anticipated. Given the volatile nature of our long-tail books of business, the ultimate impact of the soft market could not be quantified when we initially established loss reserves for these years. In each of the past three years, actual claims development patterns have been more favorable than we initially anticipated.

In connection with our quarterly reviews of loss reserves, the actuarial methods we used have exhibited a favorable trend for the 2009 to 2013 accident years. This trend was observed using statistical analysis of actual loss experience for those years, particularly with regard to our long-tail books of business within the U.S. Insurance and International Insurance segments, which developed more favorably than we had expectedtake are based upon our historical experience. As actual losses experienced on these accident years have continuedthe application of tax laws and regulations, which are subject to be lower than anticipated, it has become more likely that the underwriting results will prove to be better than originally estimated. Additionally, as most actuarial methods rely upon historical reporting patterns, the favorable trends experienced on earlier accident years have resulted in a re-estimation of our ultimate incurred losses on more recent accident years. When we experience loss frequency or loss severity trends that are more favorable than we initially anticipated, we often evaluate the loss experience over a period of several years in order to assess the relative credibility of loss development trends. In each of the past three years, based upon our evaluations of claims development patterns in our long-tail,interpretation, judgment and often volatile, lines of business, we gave greater credibility to the favorable trend.uncertainty. As a result, our actuaries reduced their estimates of ultimate losses, and management incorporated this favorable trend into its best estimate and reduced prior years' loss reserves accordingly.actual liability for income taxes may differ significantly from our estimates.

While we believe it is possible that there will be additional redundancies on prior years' loss reserves in 2015, we caution readers not to place undue reliance on this favorable trend. Since 2005, competition has been strong, which resulted in deterioration in pricing through 2010. Further, the ultimate impact that the financial crisis and related economic recession of 2008 and 2009 will haveWe record deferred income taxes as assets or liabilities on our underwriting results is difficultconsolidated balance sheets to quantify. The impact on our underwriting results fromreflect the soft insurance market and adverse economic conditions cannot be fully quantified in advance.

The following discussion provides more detail by segmentnet tax effect of the underwriting results described above. Following this segment-based discussion is a summary tabletemporary differences between the carrying amounts of prior years' loss reserve development.

U.S. Insurance Segment

The combined ratioassets and liabilities for the U.S. Insurance segment for 2014financial reporting purposes and their respective tax bases. Deferred tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in years in which those temporary differences are expected to be recovered or settled. At December 31, 2017 and 2016, our net deferred tax liability was 95% compared to 92% in 2013$505.6 million and 100% in 2012 (including four points of underwriting losses related to Hurricane Sandy).$330.5 million, respectively. The increase in our net deferred tax liability in 2017 was primarily driven by the 2014 combined ratio was dueincrease in net unrealized gains on investments in 2017 and an increase in intangible assets attributable to less favorable development of prior years' loss reserves,acquisitions, partially offset by a lower current accident year loss ratio and a lower expense ratio compared to 2013. The U.S. Insurance segment's 2013 current accident year loss ratio included $24.3 million, or one point,the remeasurement of unfavorable development on pre-acquisition accident years' loss reserves for Alterra. Excluding the impact of Alterra pre-acquisition loss reserve development in 2013, the current accident year loss ratio for the U.S. Insurance segment was comparable to 2014. The improvement in the 2014 expense ratio reflects the impact of transaction and acquisition-related costs attributable to the acquisition of Alterra in 2013, which added one point to the U.S. Insurance segment's 2013 expense ratio.


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The combined ratio decreased from 2012 to 2013 due to a lower current accident year loss ratio, more favorable development of prior years' loss reserves and a lower expense ratio. The improvement in the current accident year loss ratio in 2013 was driven by the impact of losses related to Hurricane Sandy in 2012. The lower current accident year loss ratio in 2013 also reflected more favorable rates on our workers' compensation business and a higher proportion of non-California workers' compensation business (which carries a lower loss ratio than California workers' compensation business) during 2013 compared to 2012. Also contributing tonet deferred tax liability at the lower current accident year loss ratio in 2013 wasenacted U.S. corporate tax rate following the contribution of premium from the Hagerty business, which carries a lower loss ratio than the restenactment of the U.S. Insurance segment. The favorable impactTax Cuts and Jobs Act (TCJA) in December 2017. See further discussion of our Hagerty and workers' compensation business on the 2013 current accident year loss ratio was partially offset by $24.3 million of unfavorable development on Alterra pre-acquisition loss reserves that was included in current year losses in 2013, as described above. The improvement in the 2013 expense ratio was due to the impact of the prospective adoption of ASU No. 2010-26TCJA in 2012 and higher premium volume in 2013 compared to 2012, partially offset by the impact of commission expense on the Hagerty business, which has a higher overall commission rate than the restnote 8 of the U.S. Insurance segment. The 2012 combined ratio included $31.0 million, or two points, of underwriting, acquisition and insurance expenses related to the prospective adoption of ASU No. 2010-26.notes consolidated financial statements.

The U.S. Insurance segment's 2014 combined ratio included $216.6 million of favorable development on prior years' loss reserves compared to $298.1 million in 2013 and $225.9 million in 2012. The 2013 combined ratio also included $24.3 million of unfavorable development attributable to Alterra pre-acquisition accident yearsDeferred tax assets are reduced by a valuation allowance when management believes it is more likely than not that was included in current year losses in 2013, as described above. Insome, or all, three years, the redundancies on prior years' loss reserves experienced within the U.S. Insurance segment were primarily on our casualty and professional liability product lines. As the average loss severity or claim frequency estimates on these long-tail books of business have decreased, our actuarial estimates of the ultimate liability for unpaid lossesdeferred tax assets will not be realized. As of December 31, 2017 and loss adjustment expenses2016, our deferred tax assets were reduced, and management reduced prior years' loss reserves accordingly. Redundancies on prior years' loss reserves were higher in 2013 than 2014 and 2012 due in part to reductions in our loss estimates on Hurricane Sandy, which occurred during the fourth quarternet of 2012. Additionally, during the fourth quartera valuation allowance of 2013, we reduced prior years' loss reserves by $27.3 million related to resolution of claims under expired commercial general liability policies.

In 2014, favorable development on our professional liability product lines was partially offset by adverse development of $20.2 million on our architects and engineers product line, primarily on the 2008 through 2013 accident years. In 2013, favorable development on our professional liability product lines was partially offset by adverse development of $7.0 million on our architects and engineers product line, primarily on the 2009 and 2010 accident years. The adverse development on this product line was driven by an increase in the frequency of high severity claims. Based on this experience, our actuaries increased their estimates of ultimate losses and management increased prior years' loss reserves accordingly. We took significant corrective actions on our architects and engineers product line during 2014, including exiting certain classes and states and re-underwriting and re-pricing the ongoing business. The favorable development on prior years' loss reserves in the U.S. Insurance segment in 2014 and 2013 also included $25.7$25.2 million and $32.8$18.8 million, respectively,respectively. In evaluating our ability to realize our deferred tax assets and assessing the need for a valuation allowance at December 31, 2017 and 2016, we made estimates regarding the future taxable income of redundancies at our workers' compensation unit. In 2014, the redundanciessubsidiaries and judgments about our ability to pursue prudent and feasible tax planning strategies. A change in our workers' compensation unit were most significant on the 2012 and 2013 accident years. In 2013, the redundancies on our workers' compensation unit were most significant on the 2011 and 2012 accident years. Over the last two years, management has gained more confidence in the actuarial projections on this product line, as compared to when we began writing this business in 2010, and reduced prior years' loss reserves accordingly. Favorable development on prior years' loss reserves in the U.S. Insurance segment in 2013 also included $27.9 million of redundancies of prior years' loss reserves at the specialty programs unit, primarily on the 2012 and 2007 through 2009 accident years, due in part to more favorable than expected experience on our general liability product lines.


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In 2014, we experienced $93.4 million of redundancies on various long-tail casualty lines, primarily on the 2007 to 2012 accident years, due in part to lower loss severity than originally anticipated. In 2013, we experienced $136.3 million of redundancies on various long-tail casualty lines, which included $27.3 million of redundancies related to resolution of claims under expired commercial general liability policies. The remaining redundancies on our long-tail casualty lines in 2013 were spread across several accident years, due in part to lower claim frequencies than originally anticipated. In 2012, we experienced $105.1 million of redundancies on various long-tail casualty lines, spread across several accident years, due in part to lower claim frequencies than originally anticipated. Our brokerage casualty business includes product lines that are long-tail and volatile in nature. In 2003, as a result of previous adverse loss experience, we took significant corrective actions within our brokerage casualty operations, including the re-underwriting and re-pricing of the ongoing business. As a resultany of these changes, we have experienced higher redundanciesestimates and judgments could result in the 2003 and subsequent accident years. During 2014, actual incurred losses and loss adjustment expenses on prior accident years for reported claims on certain long-tail casualty lines were $62.9 million less than we anticipated in our actuarial analyses. During 2013, actual incurred losses and loss adjustment expenses on prior accident years for reported claims on certain long-tail casualty lines were $77.8 million less than we anticipated in our actuarial analyses. During 2012, actual incurred losses and loss adjustment expenses on prior accident years for reported claims on certain long-tail casualty lines were $49.8 million less than we anticipated in our actuarial analyses. As a result, our actuaries reduced their estimates of ultimate losses in 2014, 2013 and 2012, and management assigned greater credibility to this favorable experience and reduced prior years' loss reserves accordingly.

Excluding the adverse development on our architects and engineers product line, as described above, the favorable development of prior years' loss reserves during 2014 included $48.4 million of redundancies on our professional liability programs, of which $25.6 million was on the 2013 accident year. In 2013, excluding the adverse development on our architects and engineers product line, favorable development of prior years' loss reserves included $22.8 million of redundancies on our professional liability programs, of which $20.6 million was on the 2011 and 2012 accident years. The favorable development of prior years' loss reserves during 2012 included $39.1 million of redundancies on our professional liability programs, of which $38.4 million was on the 2009 to 2011 accident years. In all three years, the product line that produced the majority of the redundancy was specified medical, driven by lower loss severity than was originally anticipated. As a result of the decreases in severity, our actuarial estimates of the ultimate liability for unpaid losses and loss adjustment expenses were reduced, and management reduced prior years' loss reserves accordingly.

International Insurance Segment

The combined ratio for the International Insurance segment was 93% for 2014 compared to 94% for 2013 and 91% for 2012 (including five points of underwriting losses related to Hurricane Sandy). The decrease in the 2014 combined ratio was driven by more favorable development of prior years' loss reserves, partially offset by a higher current accident year loss ratio. The International Insurance segment's 2013 current accident year loss ratio included $11.7 million, or one point, of favorable development on pre-acquisition accident years' loss reserves for Alterra. Excluding the impact of Alterra pre-acquisition loss reserve development in 2013, the 2013 current accident year loss ratio for the International Insurance segment was comparable to 2014. The 2013 expense ratio for the International Insurance segment included $13.4 million, or two points, of transaction and acquisition-related costs attributable to the acquisition of Alterra. Excluding the impact of transaction and acquisition-related costs in 2013, the 2014 expense ratio increased compared to 2013 due to higher general expenses in 2014.

The combined ratio for the International Insurance segment increased from 2012 to 2013 due to a higher attritional losses and less favorable development of prior year losses, partially offset by a lower expense ratio and lower catastrophe losses. The increase in the attritional loss ratio and decrease in the expense ratio was driven by the contribution of earnings from Alterra in 2013. Our general and professional liability product lines within the Global Insurance division generally have higher attritional loss ratios than other products in the International Insurance segment. Additionally, the Global Insurance division uses higher levels of reinsurance than the rest of the International Insurance segment, and the related ceding commissions result in a lower overall commission rate. The impact of underwriting, acquisition and insurance expenses in 2012 related to our prospective adoption of ASU No. 2010-26 was comparable to the impact of transaction and acquisition-related costs in 2013.


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The International Insurance segment's 2014 combined ratio included $166.6 million of favorable development on prior years' loss reserves, compared to $130.7 million in 2013 and $172.8 million in 2012. In all three years, the redundancies on prior years loss reserves were most significant on our professional liability and marine and energy product lines, driven by favorable claims settlements on significant loss events and lower than expected claims activity on prior accident years. The redundancies on our professional liability product lines within the International Insurance segment were also due in part to the adverse impact of the disruptions in the financial markets during 2008 and 2009 not being as significant as initially anticipated. Redundancies on prior years' loss reserves in 2014 included $62.7 million of favorable development on our professional liability product lines, compared to $46.8 million in 2013 and $87.1 million in 2012. Favorable development on our marine and energy product lines totaled $45.9 million in 2014, $49.3 million in 2013 and $61.0 million in 2012. In 2014, the redundancies on prior years' loss reserves were most significant on the 2010 to 2012 accident years. In 2013, the redundancies on prior years' loss reserves were most significant on the 2010 and 2011 accident years. In 2012, the redundancies on prior years' loss reserves were most significant on the 2009 and 2010 accident years. The 2013 combined ratio for the International Insurance segment also included $11.7 million of favorable development attributable to Alterra pre-acquisition accident years that was included in current year losses in 2013, as described above.

Reinsurance Segment

The combined ratio for the Reinsurance segment was 96% for 2014 compared to 109% for 2013 (including four points of underwriting losses related to natural catastrophes) and 77% for 2012 (including 13 points of underwriting losses related to Hurricane Sandy). The 2013 combined ratio for the Reinsurance segment included $49.1 million, or seven points, of transaction and acquisition-related costs attributable to the acquisition of Alterra. Excluding the impact of catastrophe losses and transaction and acquisition-related costs in 2013, the combined ratio decreased in 2014 compared to 2013 due to more favorable development on prior years' loss reserves. In 2013, excluding the impact of transaction and acquisition-related costs in 2013 and catastrophe losses in 2012 and 2013, the combined ratio increased compared to 2012 due to a higher loss ratio and higher expense ratio. The increase in the loss ratio from 2012 to 2013 reflects the contribution of premium from Alterra in 2013, much of which is comprised of long-tail casualty lines of business. We also experienced higher attritional loss ratios within our Markel International division in 2013, due in part to the premium contribution from Alterra product lines, which generally carry higher attritional loss ratios than the rest of the division. The increase in the 2013 expense ratio was due to an increase in the contribution of quota share reinsurance business in 2013, which generally carries a higher commission rate than our excess of loss reinsurance business.

The Reinsurance segment's 2014 combined ratio included $80.0 million of redundancies on prior years' loss reserves compared to $12.9 million of redundancies in 2013 and $21.4 million in 2012. The favorable development on prior years' loss reserves in 2014 occurred in a variety of our product lines, with the largest contribution from our short-tail property lines. The redundancies on prior years' loss reserves in 2014, 2013 and 2012 included $44.7 million, $12.1 million and $18.5 million, respectively, of favorable development on our property lines of business, due in part to lower than expected development on loss events that occurred in prior accident years and lower than expected claims activity on prior accident years. The 2013 combined ratio also included $23.2 million of favorable development attributable to Alterra pre-acquisition accident years that was included in current year losses in 2013. After considering the favorable development attributable to Alterra pre-acquisition accident years in 2013, favorable development on prior years' loss reserves had less of an impact on the combined ratio compared to 2012 due to higher earned premium volume in 2013.

Other Insurance (Discontinued Lines) Segment

The majority of the losses and loss adjustment expenses and the underwriting, acquisition and insurance expenses for the Other Insurance (Discontinued Lines) segment are associated with A&E exposures or discontinued Alterra and Markel International programs, most of which were discontinued upon acquisition, or shortly thereafter. Given the insignificant amount of premium earned in the Other Insurance (Discontinued Lines) segment, we evaluate this segment's underwriting performance in terms of dollars of underwriting profit or loss instead of its combined ratio.

The Other Insurance (Discontinued Lines) segment produced an underwriting loss of $28.0 million in 2014 compared to an underwriting loss of $30.4 million in 2013 and an underwriting loss of $21.3 million in 2012. The underwriting loss in 2014 included $32.8 million of adverse loss reserve development on A&E exposures, compared to $30.1 million in 2013 and $38.2 million in 2012.


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We complete an annual review of our A&E exposures during the third quarter of the year unless circumstances suggest an earlier review is appropriate. Based on recent activity on a small number of claims, we accelerated our annual review to the second quarter during 2014. Over the past few years, the number of A&E claims reported each year across the property and casualty industry has been on the decline. However, at the same time, the likelihood of making an indemnity payment has risen, thus increasing the average cost per reported claim. During our 2012 annual review, we reduced our estimate of the ultimate claims count, while increasing our estimate of the number of claims that would ultimately be closed with an indemnity payment. During our 2013 and 2014 annual reviews, we increased our expectation of the severity of the outcome of certain claims subject to litigation. As the ultimate outcome of known claims increases, our expected ultimate closure value on unreported claims also increases. As a result, prior years' loss reserves for A&E exposures were increased by $27.2 million in 2014, $28.4 million in 2013 and $31.1 million in 2012 related to our annual review. The need to increase A&E loss reserves in each of the past three years demonstrates that these reserves are subjectour valuation allowance through a charge to significant uncertainty due to potential loss severity and frequency resulting from an uncertain and unfavorable legal climate. Adverse development of A&E reserves in 2012 was partially offset by favorable movements in prior years' loss reserves and allowances for reinsurance bad debt related to discontinued lines of business originally written by our Markel International division.

A&E loss reserves are subject to significant uncertainty due to potential loss severity and frequency resulting from an uncertain and unfavorable legal climate. Our A&E reserves are not discounted to present value and are forecasted to pay out over the next 40 to 50 years. We seek to establish appropriate reserve levels for A&E exposures; however, these reserves could be subject to increases in the future.earnings. See note 9(b)8 of the notes to consolidated financial statements for further discussion of our exposures to A&E claims.consolidated income tax provision, uncertain tax positions and net operating losses.

The following tables summarize the increases (decreases) in prior years' loss reserves by segment, as discussed above.
 Year Ended December 31, 2014
(dollars in millions)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Total
U.S. Insurance:         
Casualty$(93.4)       $(93.4)
Professional liability:         
Architects and engineers20.2
       20.2
All other(48.4)       (48.4)
Workers' compensation(25.7)       (25.7)
International Insurance:        

Professional liability  $(62.7)     (62.7)
Marine and energy  (45.9)     (45.9)
Reinsurance:        

Property    $(44.7)   (44.7)
Other Insurance (Discontinued Lines):        

A&E exposures      $32.8
 32.8
Net other prior years' redundancy(69.3) (58.0) (35.3) (5.1) (167.7)
Increase (decrease)$(216.6) $(166.6) $(80.0) $27.7
 $(435.5)


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 Year Ended December 31, 2013
(dollars in millions)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Total
U.S. Insurance:         
Casualty$(136.3)       $(136.3)
Professional liability:         
Architects and engineers7.0
       7.0
All other(22.8)       (22.8)
Workers' compensation(32.8)       (32.8)
Specialty programs(27.9)       (27.9)
International Insurance:        

Professional liability  $(46.8)     (46.8)
Marine and energy  (49.3)     (49.3)
Reinsurance:        

Property    $(12.1)   (12.1)
Other Insurance (Discontinued Lines):        

A&E exposures      $30.1
 30.1
Net other prior years' redundancy(85.3) (34.6) (0.8) 0.5
 (120.2)
Increase (decrease)$(298.1) $(130.7) $(12.9) $30.6
 $(411.1)
          
 Year Ended December 31, 2012
(dollars in millions)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Total
U.S. Insurance:         
Casualty$(105.1)       $(105.1)
Professional liability(39.1)       (39.1)
International Insurance:        

Professional liability  $(87.1)     (87.1)
Marine and energy  (61.0)     (61.0)
Reinsurance:        

Property    $(18.5)   (18.5)
Other Insurance (Discontinued Lines):        

A&E exposures      $38.2
 38.2
Net other prior years' redundancy(81.7) (24.7) (2.9) (17.1) (126.4)
Increase (decrease)$(225.9) $(172.8) $(21.4) $21.1
 $(399.0)
Goodwill and Intangible Assets

OverOur consolidated balance sheet as of December 31, 2017 included goodwill and intangible assets of $3.1 billion. Goodwill and intangible assets are recorded as a result of business acquisitions. Goodwill represents the past three years, we have experienced favorable development on prior years' loss reserves ranging from 5%excess of the amount paid to 9%acquire a business over the net fair value of beginningassets acquired and liabilities assumed at the date of year net loss reserves. Inacquisition. Indefinite-lived and other intangible assets are recorded at fair value as of the acquisition date. The determination of the fair value of certain assets acquired and liabilities assumed involves significant judgment and the use of valuation models and other estimates, which require assumptions that are inherently subjective. Goodwill and indefinite-lived intangible assets are tested for impairment at least annually. Intangible assets with definite lives are reviewed for impairment when events or circumstances indicate that their carrying value may not be recoverable. We completed our annual test for impairment during the fourth quarter of 2014, we experienced favorable development of $435.5 million, or 5% of beginning of year net loss reserves, compared to $411.1 million, or 9% of beginning of year net loss reserves, in 20132017 and $399.0 million, or 9%based upon results of beginning of year net loss reserves, inoperations through September 30, 20122017.

It
For some reporting units, we assessed qualitative factors to determine whether it is difficultmore likely than not that the fair value of a reporting unit is less than its carrying amount. This assessment serves as a basis for managementdetermining whether it is necessary to predictperform the durationquantitative goodwill impairment test. For other reporting units, we elected to perform the quantitative goodwill impairment test, which includes determining whether the carrying amount of a reporting unit, including goodwill, exceeds its estimated fair value. If the carrying amount of the reporting unit exceeds the fair value, the excess of the recorded amount of goodwill over the fair value is charged to net income as an impairment loss. The impairment loss is limited to the amount of goodwill allocated to that reporting unit.

A significant amount of judgment is required in performing goodwill impairment tests. When using the qualitative approach, we considered macroeconomic factors such as industry and magnitudemarket conditions. We also considered reporting unit-specific events, actual financial performance versus expectations and management's future business expectations. As part of our qualitative evaluation of certain reporting units with material goodwill, we considered the fact that some of the businesses had been recently acquired in orderly transactions between market participants, and our purchase price represented fair value at acquisition. There were no events since acquisition which had a significant impact on the fair value of these reporting units. For reporting units which we tested quantitatively, we estimated fair value primarily using an income approach based on a discounted cash flow model. The cash flow projections used in the discounted cash flow model included management's best estimate of future growth and margins. The discount rates used to determine the fair value estimates were developed based on the capital asset pricing model using market-based inputs as well as an assessment of the inherent risk in projected future cash flows.

We believe the fair value of each of our reporting units exceeded its respective carrying amount as of October 1, 2017 and December 31, 2017.

During the fourth quarter of 2016, we recorded a goodwill impairment charge of $18.7 million to other expenses for one of our Markel Ventures industrial manufacturing reporting units, to reduce the carrying value of its goodwill to its implied fair value. Unfavorable market conditions, specifically declining oil prices from late 2014 through 2016, resulted in lower than expected earnings over a similar time period. The reporting unit's earnings are generally tied to infrastructure spending across global markets, a significant portion of which are influenced by the price of oil. To determine the value of the impairment loss, we estimated the fair value of the reporting unit primarily using an income approach based on a discounted cash flow model that incorporates management's best estimate of future growth and margins. While these cash flow projections yield positive cash flows and earnings in the long-term, they were insufficient to support the current carrying value of the reporting unit due to the unfavorable impact of current market conditions and recent trends on our shorter-term projections. After recording this charge in 2016, the reporting unit's goodwill was reduced to zero.

During the fourth quarter of 2015, we recorded a goodwill impairment charge of $14.9 million to other expenses, for one of our Markel Ventures healthcare reporting units, to reduce the carrying value of its goodwill to its implied fair value. The reporting unit's operations consist of the planning, development and operation of behavioral health services in partnership with healthcare organizations. In 2015, we determined the goodwill for the reporting unit was impaired as a result of lower than expected earnings and lower estimated future earnings. We believe the performance of this reporting unit has been impacted by healthcare legislation, evolving general healthcare market conditions and the need to adapt more quickly to those changes. Additionally, the reporting unit's performance has been impacted by operational costs in excess of projections on new operating facilities where construction began just prior to our acquisition. Although we anticipated a ramp-up period in the initial operations of these facilities, costs have continued to exceed both our initial and revised expectations. To determine the value of the impairment loss, we estimated the fair value of the reporting unit primarily using an income approach based on a discounted cash flow model that incorporates management's best estimate of future growth and margins. After recording this charge in 2015, the reporting unit's goodwill was reduced to zero.


Investments

We complete a detailed analysis each quarter to assess whether the decline in the fair value of any investment below its cost basis is deemed other-than-temporary. All securities with unrealized losses are reviewed. For equity securities, a decline in fair value that is considered to be other-than-temporary is recognized in net income based on the fair value of the security at the time of assessment, resulting in a new cost basis for the security. For fixed maturities where we intend to sell the security or it is more likely than not that we will be required to sell the security before recovery of its amortized cost, a decline in fair value is considered to be other-than-temporary and is recognized in net income based on the fair value of the security at the time of assessment, resulting in a new cost basis for the security. If the decline in fair value of a fixed maturity below its amortized cost is considered to be other-than-temporary based upon other considerations, we compare the estimated present value of the cash flows expected to be collected to the amortized cost of the security. The extent to which the estimated present value of the cash flows expected to be collected is less than the amortized cost of the security represents the credit-related portion of the other-than-temporary impairment, which is recognized in net income, resulting in a new cost basis for the security. Any remaining decline in fair value represents the non-credit portion of the other-than-temporary impairment, which is recognized in other comprehensive income (loss). The discount rate used to calculate the estimated present value of the cash flows expected to be collected is the effective interest rate implicit for the security at the date of purchase.

We consider many factors in completing our quarterly review of securities with unrealized losses for other-than-temporary impairment, including the length of time and the extent to which fair value has been below cost and the financial condition and near-term prospects of the issuer. For equity securities, the ability and intent to hold the security for a period of time sufficient to allow for any anticipated recovery is considered. For fixed maturities, we consider whether we intend to sell the security or if it is more likely than not that we will be required to sell the security before recovery, the implied yield-to-maturity, the credit quality of the issuer and the ability to recover all amounts outstanding when contractually due. When assessing whether we intend to sell a fixed maturity or if it is likely that we will be required to sell a fixed maturity before recovery of its amortized cost, we evaluate facts and circumstances including, but not limited to, decisions to reposition the investment portfolio, potential sales of investments to meet cash flow needs and potential sales of investments to capitalize on favorable pricing.

Risks and uncertainties are inherent in our other-than-temporary decline in fair value assessment methodology. The risks and uncertainties include, but are not limited to, incorrect or overly optimistic assumptions about the financial condition, liquidity or near-term prospects of an existing trendissuer, inadequacy of any underlying collateral, unfavorable changes in economic or social conditions and unfavorable changes in interest rates or credit ratings. Changes in any of these assumptions could result in charges to earnings in future periods.

Losses from write downs for other-than-temporary declines in the estimated fair value of investments, while potentially significant to net income, do not have an impact on a relative basis, it is even more difficultour financial position. Since our investment securities are considered available-for-sale and are recorded at estimated fair value, unrealized losses on investments are already included in accumulated other comprehensive income. See note 3(b) of the notes to predictconsolidated financial statements for further discussion of our assessment methodology for other-than-temporary declines in the emergenceestimated fair value of factors or trendsinvestments.

Recent Accounting Pronouncements

The Financial Accounting Standards Board has issued several accounting standards updates (ASUs) that are unknown today but maybecome effective January 1, 2018. These standards were evaluated and we have identified the impacts, if any, to our consolidated financial position, results of operations and cash flows.

Adoption of ASU No. 2014-09, Revenue from Contracts with Customers (Topic 606), will not have a material impact on loss reserve development. In assessingour consolidated financial position, results of operations or cash flows.

Upon adoption of ASU No. 2016-01, Financial Instruments (Topic 825): Recognition and Measurement of Financial Assets and Financial Liabilities, changes in the likelihoodfair value of whether the above favorable trendsequity securities will continue and whetherbe recognized in net income rather than other trends may develop, we believe that a reasonably likely movement in prior years' loss reserves during 2015 would range from a deficiency of less than 1%, or $50 million, to a redundancy of approximately 6%, or $500 million,comprehensive income. As of December 31, 20142017, accumulated other comprehensive income included $3.3 billion of net loss reserves.unrealized gains on equity securities, which will be reclassified to retained earnings on January 1, 2018. As of December 31, 2017, accumulated other comprehensive income was net of deferred income taxes on net unrealized gains on equity securities of $1.1 billion. We are still assessing the impact of ASU No. 2018-02 following the enactment of the Tax Cuts and Jobs Act in December 2017, on deferred taxes included in accumulated other comprehensive income and have not determined the amount of deferred income taxes on net unrealized gains on equity securities that will be reclassified to retained earnings on January 1, 2018.


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Premiums

The following table summarizes gross premium volume by segment.operations or cash flows upon adoption and are currently evaluating are as follows:

ASU No. 2016-02, Leases (Topic 842)
Gross Premium Volume     
 Years Ended December 31,
(dollars in thousands)2014 2013 2012
U.S. Insurance$2,493,823
 $2,252,739
 $1,595,849
International Insurance1,200,403
 1,101,099
 788,092
Reinsurance1,112,728
 566,348
 129,744
Other Insurance (Discontinued Lines)(1,441) 40
 (4)
Total$4,805,513
 $3,920,226
 $2,513,681
ASU No. 2016-13, Financial Instruments - Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments
ASU No. 2018-02, Income Statement - Reporting Comprehensive Income (Topic 220): Reclassification of Certain Tax Effects from Accumulated Other Comprehensive Income

Gross premium volume increased 23% in 2014 comparedSee note 1(w) of the notes to 2013consolidated financial statements for discussion of all of these ASUs and 56% in 2013 compared to 2012. The increase in gross premium volume in both periods was primarily due to the inclusion of premiums attributable to Alterra from May 1, 2013, which impacted all three of our ongoing underwriting segments in 2013 and 2014. In 2014, the increase in gross written premiums in our U.S. Insurance segment is also attributable to higher premiums in our Wholesale division, primarilyexpected effects on our casualty product lines,consolidated financial position, results of operations and in our Specialty division across various product lines. Additionally, the U.S. Insurance segment included $217.9 million and $194.7 million of gross written premiums from Hagerty in 2014 and 2013, respectively, which we began writing in the first quarter of 2013. The increase in gross written premiums in our Reinsurance segment in 2014 is also attributable to renewals in 2014 on policies previously written by Alterra, which typically occur in the early part of the year and occurred prior to our acquisition in 2013. In our International segment, gross written premiums in 2014 included $46.4 million of premiums attributable to Abbey, which was acquired in January 2014. Foreign currency exchange rate movements did not have a significant impact on gross premium volume in any period presented.cash flows.

The following table summarizes net written premiums by segment.

Net Written Premiums     
 Years Ended December 31,
(dollars in thousands)2014 2013 2012
U.S. Insurance$2,071,466
 $1,915,770
 $1,418,579
International Insurance889,336
 840,050
 677,344
Reinsurance956,584
 480,822
 118,208
Other Insurance (Discontinued Lines)(371) 41
 (5)
Total$3,917,015
 $3,236,683
 $2,214,126

Net retention of gross premium volume was 82% in 2014 compared to 83% in 2013 and 88% in 2012. Historically, our products were written with limits that did not require significant reinsurance. Following the acquisition of Alterra, we have certain insurance and reinsurance products that use higher levels of reinsurance. We purchase reinsurance and retrocessional reinsurance in order to manage our net retention on individual risks and enable us to write policies with sufficient limits to meet policyholder needs.


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The following table summarizes earned premiums by segment.

Earned Premiums     
 Years Ended December 31,
(dollars in thousands)2014 2013 2012
U.S. Insurance$2,022,860
 $1,727,766
 $1,360,229
International Insurance909,679
 833,984
 672,405
Reinsurance908,385
 669,826
 114,499
Other Insurance (Discontinued Lines)(12) 40
 (5)
Total$3,840,912
 $3,231,616
 $2,147,128

Consolidated earned premiums increased 19% in 2014 compared to 2013 and 51% in 2013 compared to 2012. The increase in earned premiums in both periods was driven by the increase in gross written premiums, as described above. The U.S. Insurance segment included $203.4 million of earned premiums from Hagerty in 2014 compared to $97.8 million in 2013. Foreign currency exchange rate movements did not have a significant impact on earned premiums in any period presented.

Life and Annuity Benefits

We previously acquired a block of life and annuity reinsurance contracts which subject us to mortality, longevity and morbidity risks. The related reserves are compiled by our actuaries on a reinsurance contract-by-contract basis and are computed on a discounted basis using standard actuarial techniques and cash flow models. Since the development of our life and annuity reinsurance reserves is based upon cash flow projection models, we must make estimates and assumptions based on cedent experience, industry mortality tables, and expense and investment experience, including a provision for adverse deviation. The assumptions used to determine policy benefit reserves are generally locked-in for the life of the contract unless an unlocking event occurs. To the extent existing policy reserves, together with the present value of future gross premiums and expected investment income earned thereon, are not adequate to cover the present value of future benefits, settlement and maintenance costs, the locked-in assumptions are revised to current best estimate assumptions and a charge to earnings for life and annuity benefits is recognized at that time. Our consolidated balance sheets at December 31, 2017 and 2016 included reserves for life and annuity benefits of $1.1 billion and $1.0 billion, respectively.

Because of the assumptions and estimates used in establishing reserves for life and annuity benefit obligations and the long-term nature of these reinsurance contracts, the ultimate liability may be greater or less than the estimates. The average discount rate for the life and annuity benefit reserves was 2.3% as of December 31, 2017.

Reinsurance Premiums

Our assumed reinsurance premiums are recorded at the inception of each contract based upon contract terms and information received from cedents and brokers. For excess of loss contracts, the amount of minimum or deposit premium is usually contractually documented at inception, and variances between this premium and final premium are generally small. An adjustment is made to the minimum or deposit premium, when notified, if there are changes in underlying exposures insured. For quota share contracts, gross premiums written are normally estimated at inception based on information provided by cedents or brokers. We generally record such premiums using the cedent's initial estimates, and then adjust them as more current information becomes available, with such adjustments recorded as premiums written in the period they are determined. We believe that the cedent's estimate of the volume of business they expect to cede to us usually represents the best estimate of gross premium written at the beginning of the contract. As the contract progresses, we monitor actual premium received in conjunction with correspondence from the cedent in order to refine our estimate. Variances from original premium estimates are normally greater for quota share contracts than excess of loss contracts. Premiums are earned on a pro rata basis over the coverage period, or for multi-year contracts, in proportion with the underlying risk exposure to the extent there is variability in the exposure throughout the coverage period. The impact of premium adjustments to net income may be mitigated by related acquisition costs and losses.

Certain contracts we write, particularly property catastrophe reinsurance contracts, provide for reinstatements of coverage. Reinstatement premiums are the premiums for the restoration of the reinsurance limit of a contract to its full amount after a loss occurrence by the reinsured. The purpose of optional and required reinstatements is to permit the reinsured to reinstate the reinsurance coverage at a pre-determined price level once a loss event has penetrated the reinsurance layer. In addition, required reinstatement premiums permit the reinsurer to obtain additional premiums to cover the additional loss limits provided.

We accrue for reinstatement premiums resulting from losses recorded. Such accruals are based upon contractual terms and the only element of management judgment involved is with respect to the amount of losses recorded. Changes in estimates of losses recorded on contracts with reinstatement premium features will result in changes in reinstatement premiums based on contractual terms. Reinstatement premiums are recognized at the time we record losses and are earned on a pro rata basis over the coverage period.

Ceded Reinsurance Allowance for Doubtful Accounts

We evaluate and adjust reserves for uncollectible ceded reinsurance based upon our collection experience, the financial condition of our reinsurers, collateral held and the development of our gross loss reserves. Our consolidated balance sheets at December 31, 2017 and 2016 included a reinsurance allowance for doubtful accounts of $34.0 million and $36.8 million, respectively, all of which is attributable to our underwriting operations. Based on the significant amounts of collateral held on our program services business and historical collection experience, we have not recorded a reinsurance allowance for doubtful accounts on this business.

Reinsurance recoverables recorded on insurance losses ceded under reinsurance contracts are subject to judgments and uncertainties similar to those involved in estimating gross loss reserves. In addition to these uncertainties, our reinsurance recoverables may prove uncollectible if the reinsurers are unable or unwilling to perform under the reinsurance contracts. In establishing our reinsurance allowance for amounts deemed uncollectible, we evaluate the financial condition of our reinsurers and monitor concentration of credit risk arising from our exposure to individual reinsurers. To determine if an allowance is necessary, we consider, among other factors, published financial information, reports from rating agencies, payment history, collateral held and our legal right to offset balances recoverable against balances we may owe. Our ceded reinsurance allowance for doubtful accounts is subject to uncertainty and volatility due to the time lag involved in collecting amounts recoverable from reinsurers. Over the period of time that losses occur, reinsurers are billed and amounts are ultimately collected, economic conditions, as well as the operational and financial performance of particular reinsurers, may change and these changes may affect the reinsurers' willingness and ability to meet their contractual obligation to us. It is also difficult to fully evaluate the impact of major catastrophic events on the financial stability of reinsurers, as well as the access to capital that reinsurers may have when such events occur. The ceding of insurance does not legally discharge us from our primary liability for the full amount of the policies, and we will be required to pay the loss and bear collection risk if the reinsurers fail to meet their obligations under the reinsurance contracts.

Income Taxes and Uncertain Tax Positions

The preparation of our consolidated income tax provision, including the evaluation of tax positions we have taken or expect to take on our income tax returns, requires significant judgment. In evaluating our tax positions, we recognize the tax benefit from an uncertain tax position only if, based on the technical merits of the position, it is more likely than not that the tax position will be sustained upon examination by the taxing authorities. Tax positions that meet the more likely than not threshold are then measured using a probability weighted approach, whereby the largest amount of tax benefit that is greater than 50% likely of being realized upon ultimate settlement is recognized. At December 31, 2017, we did not have any material unrecognized tax benefits. The tax positions that we have taken or expect to take are based upon the application of tax laws and regulations, which are subject to interpretation, judgment and uncertainty. As a result, our actual liability for income taxes may differ significantly from our estimates.

We record deferred income taxes as assets or liabilities on our consolidated balance sheets to reflect the net tax effect of the temporary differences between the carrying amounts of assets and liabilities for financial reporting purposes and their respective tax bases. Deferred tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in years in which those temporary differences are expected to be recovered or settled. At December 31, 2017 and 2016, our net deferred tax liability was $505.6 million and $330.5 million, respectively. The increase in our net deferred tax liability in 2017 was primarily driven by the increase in net unrealized gains on investments in 2017 and an increase in intangible assets attributable to acquisitions, partially offset by the remeasurement of our net deferred tax liability at the lower enacted U.S. corporate tax rate following the enactment of the Tax Cuts and Jobs Act (TCJA) in December 2017. See further discussion of the impact of the TCJA in note 8 of the notes consolidated financial statements.

Deferred tax assets are reduced by a valuation allowance when management believes it is more likely than not that some, or all, of the deferred tax assets will not be realized. As of December 31, 2017 and 2016, our deferred tax assets were net of a valuation allowance of $25.2 million and $18.8 million, respectively. In evaluating our ability to realize our deferred tax assets and assessing the need for a valuation allowance at December 31, 2017 and 2016, we made estimates regarding the future taxable income of our subsidiaries and judgments about our ability to pursue prudent and feasible tax planning strategies. A change in any of these estimates and judgments could result in the need to increase our valuation allowance through a charge to earnings. See note 8 of the notes to consolidated financial statements for further discussion of our consolidated income tax provision, uncertain tax positions and net operating losses.

Goodwill and Intangible Assets

Our consolidated balance sheet as of December 31, 2017 included goodwill and intangible assets of $3.1 billion. Goodwill and intangible assets are recorded as a result of business acquisitions. Goodwill represents the excess of the amount paid to acquire a business over the net fair value of assets acquired and liabilities assumed at the date of acquisition. Indefinite-lived and other intangible assets are recorded at fair value as of the acquisition date. The determination of the fair value of certain assets acquired and liabilities assumed involves significant judgment and the use of valuation models and other estimates, which require assumptions that are inherently subjective. Goodwill and indefinite-lived intangible assets are tested for impairment at least annually. Intangible assets with definite lives are reviewed for impairment when events or circumstances indicate that their carrying value may not be recoverable. We completed our annual test for impairment during the fourth quarter of 2017 based upon results of operations through September 30, 2017.


For some reporting units, we assessed qualitative factors to determine whether it is more likely than not that the fair value of a reporting unit is less than its carrying amount. This assessment serves as a basis for determining whether it is necessary to perform the quantitative goodwill impairment test. For other reporting units, we elected to perform the quantitative goodwill impairment test, which includes determining whether the carrying amount of a reporting unit, including goodwill, exceeds its estimated fair value. If the carrying amount of the reporting unit exceeds the fair value, the excess of the recorded amount of goodwill over the fair value is charged to net income as an impairment loss. The impairment loss is limited to the amount of goodwill allocated to that reporting unit.

A significant amount of judgment is required in performing goodwill impairment tests. When using the qualitative approach, we considered macroeconomic factors such as industry and market conditions. We also considered reporting unit-specific events, actual financial performance versus expectations and management's future business expectations. As part of our qualitative evaluation of certain reporting units with material goodwill, we considered the fact that some of the businesses had been recently acquired in orderly transactions between market participants, and our purchase price represented fair value at acquisition. There were no events since acquisition which had a significant impact on the fair value of these reporting units. For reporting units which we tested quantitatively, we estimated fair value primarily using an income approach based on a discounted cash flow model. The cash flow projections used in the discounted cash flow model included management's best estimate of future growth and margins. The discount rates used to determine the fair value estimates were developed based on the capital asset pricing model using market-based inputs as well as an assessment of the inherent risk in projected future cash flows.

We believe the fair value of each of our reporting units exceeded its respective carrying amount as of October 1, 2017 and December 31, 2017.

During the fourth quarter of 2016, we recorded a goodwill impairment charge of $18.7 million to other expenses for one of our Markel Ventures industrial manufacturing reporting units, to reduce the carrying value of its goodwill to its implied fair value. Unfavorable market conditions, specifically declining oil prices from late 2014 through 2016, resulted in lower than expected earnings over a similar time period. The reporting unit's earnings are generally tied to infrastructure spending across global markets, a significant portion of which are influenced by the price of oil. To determine the value of the impairment loss, we estimated the fair value of the reporting unit primarily using an income approach based on a discounted cash flow model that incorporates management's best estimate of future growth and margins. While these cash flow projections yield positive cash flows and earnings in the long-term, they were insufficient to support the current carrying value of the reporting unit due to the unfavorable impact of current market conditions and recent trends on our shorter-term projections. After recording this charge in 2016, the reporting unit's goodwill was reduced to zero.

During the fourth quarter of 2015, we recorded a goodwill impairment charge of $14.9 million to other expenses, for one of our Markel Ventures healthcare reporting units, to reduce the carrying value of its goodwill to its implied fair value. The reporting unit's operations consist of the planning, development and operation of behavioral health services in partnership with healthcare organizations. In 2015, we determined the goodwill for the reporting unit was impaired as a result of lower than expected earnings and lower estimated future earnings. We believe the performance of this reporting unit has been impacted by healthcare legislation, evolving general healthcare market conditions and the need to adapt more quickly to those changes. Additionally, the reporting unit's performance has been impacted by operational costs in excess of projections on new operating facilities where construction began just prior to our acquisition. Although we anticipated a ramp-up period in the initial operations of these facilities, costs have continued to exceed both our initial and revised expectations. To determine the value of the impairment loss, we estimated the fair value of the reporting unit primarily using an income approach based on a discounted cash flow model that incorporates management's best estimate of future growth and margins. After recording this charge in 2015, the reporting unit's goodwill was reduced to zero.


Investments

We complete a detailed analysis each quarter to assess whether the decline in the fair value of any investment below its cost basis is deemed other-than-temporary. All securities with unrealized losses are reviewed. For equity securities, a decline in fair value that is considered to be other-than-temporary is recognized in net income based on the fair value of the security at the time of assessment, resulting in a new cost basis for the security. For fixed maturities where we intend to sell the security or it is more likely than not that we will be required to sell the security before recovery of its amortized cost, a decline in fair value is considered to be other-than-temporary and is recognized in net income based on the fair value of the security at the time of assessment, resulting in a new cost basis for the security. If the decline in fair value of a fixed maturity below its amortized cost is considered to be other-than-temporary based upon other considerations, we compare the estimated present value of the cash flows expected to be collected to the amortized cost of the security. The extent to which the estimated present value of the cash flows expected to be collected is less than the amortized cost of the security represents the credit-related portion of the other-than-temporary impairment, which is recognized in net income, resulting in a new cost basis for the security. Any remaining decline in fair value represents the non-credit portion of the other-than-temporary impairment, which is recognized in other comprehensive income (loss). The discount rate used to calculate the estimated present value of the cash flows expected to be collected is the effective interest rate implicit for the security at the date of purchase.

We consider many factors in completing our quarterly review of securities with unrealized losses for other-than-temporary impairment, including the length of time and the extent to which fair value has been below cost and the financial condition and near-term prospects of the issuer. For equity securities, the ability and intent to hold the security for a period of time sufficient to allow for any anticipated recovery is considered. For fixed maturities, we consider whether we intend to sell the security or if it is more likely than not that we will be required to sell the security before recovery, the implied yield-to-maturity, the credit quality of the issuer and the ability to recover all amounts outstanding when contractually due. When assessing whether we intend to sell a fixed maturity or if it is likely that we will be required to sell a fixed maturity before recovery of its amortized cost, we evaluate facts and circumstances including, but not limited to, decisions to reposition the investment portfolio, potential sales of investments to meet cash flow needs and potential sales of investments to capitalize on favorable pricing.

Risks and uncertainties are inherent in our other-than-temporary decline in fair value assessment methodology. The risks and uncertainties include, but are not limited to, incorrect or overly optimistic assumptions about the financial condition, liquidity or near-term prospects of an issuer, inadequacy of any underlying collateral, unfavorable changes in economic or social conditions and unfavorable changes in interest rates or credit ratings. Changes in any of these assumptions could result in charges to earnings in future periods.

Losses from write downs for other-than-temporary declines in the estimated fair value of investments, while potentially significant to net income, do not have an impact on our financial position. Since our investment securities are considered available-for-sale and are recorded at estimated fair value, unrealized losses on investments are already included in accumulated other comprehensive income. See note 3(b) of the notes to consolidated financial statements for further discussion of our assessment methodology for other-than-temporary declines in the estimated fair value of investments.

Recent Accounting Pronouncements

The Financial Accounting Standards Board has issued several accounting standards updates (ASUs) that become effective January 1, 2018. These standards were evaluated and we have identified the impacts, if any, to our consolidated financial position, results of operations and cash flows.

Adoption of ASU No. 2014-09, Revenue from Contracts with Customers (Topic 606), will not have a material impact on our consolidated financial position, results of operations or cash flows.

Upon adoption of ASU No. 2016-01, Financial Instruments (Topic 825): Recognition and Measurement of Financial Assets and Financial Liabilities, changes in the fair value of equity securities will be recognized in net income rather than other comprehensive income. As of December 31, 2017, accumulated other comprehensive income included $3.3 billion of net unrealized gains on equity securities, which will be reclassified to retained earnings on January 1, 2018. As of December 31, 2017, accumulated other comprehensive income was net of deferred income taxes on net unrealized gains on equity securities of $1.1 billion. We are still assessing the impact of ASU No. 2018-02 following the enactment of the Tax Cuts and Jobs Act in December 2017, on deferred taxes included in accumulated other comprehensive income and have not determined the amount of deferred income taxes on net unrealized gains on equity securities that will be reclassified to retained earnings on January 1, 2018.

Other ASUs that we expect have the most potential to significantly impact our consolidated financial position, results of operations or cash flows upon adoption and are currently evaluating are as follows:

ASU No. 2016-02, Leases (Topic 842)
ASU No. 2016-13, Financial Instruments - Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments
ASU No. 2018-02, Income Statement - Reporting Comprehensive Income (Topic 220): Reclassification of Certain Tax Effects from Accumulated Other Comprehensive Income

See note 1(w) of the notes to consolidated financial statements for discussion of all of these ASUs and the expected effects on our consolidated financial position, results of operations and cash flows.


Key Performance Indicators


An important measure of our financial success is our ability to grow book value per share at a high rate of return over a long period of time. To mitigate the effects of short-term volatility, we measure ourselves over a five-year period. We believe that growth in book value per share is a comprehensive measure of our success because it includes all underwriting, investing and operating results. We measure underwriting results by our underwriting profit or loss and combined ratio. We measure investing results by our net investment income and net realized gains (losses) as well as our taxable equivalent total investment return. We measure our other operating results, which primarily consist of our Markel Ventures operations, by our revenues and net income (loss), as well as earnings before interest, income taxes, depreciation and amortization (EBITDA). These measures are discussed in greater detail under "Results of Operations." As we continue to expand and diversify our operations beyond underwriting and investing, we recognize that book value per share does not capture all of the economic value in our business, as a growing portion of our operations are not recorded at fair value or otherwise captured in book value. As a result, beginning in 2018, we will also measure our financial success through the growth in the market price of a share of our stock, or total shareholder return. For the year ended December 31, 2017, our share price increased 26%. Over the past five years, our share price increased at a compound annual rate of 21%.

Results of Operations


The following table presents the components of net income to shareholders.

 Years Ended December 31,
(dollars in thousands)2017 2016 2015
U.S. Insurance segment underwriting profit$119,944
 $152,745
 $238,168
International Insurance segment underwriting profit (loss)(33,598) 47,205
 125,701
Reinsurance segment underwriting profit (loss)(299,217) 106,835
 86,280
Other Insurance (Discontinued Lines) segment underwriting profit (loss)7,495
 9,751
 (20,442)
Other underwriting profit179
 
 
Net investment income405,709
 373,230
 353,213
Net realized investment gains (losses)(5,303) 65,147
 106,480
Other revenues1,413,275
 1,307,779
 1,086,758
Other expenses(1,307,980) (1,190,243) (1,046,805)
Amortization of intangible assets(80,758) (68,533) (68,947)
Interest expense(132,451) (129,896) (118,301)
Loss on early extinguishment of debt
 (44,100) 
Income tax benefit (expense)313,463
 (169,477) (152,963)
Net income attributable to noncontrolling interests(5,489) (4,754) (6,370)
Net income to shareholders$395,269
 $455,689
 $582,772

Net income to shareholders decreased 13% from 2016 to 2017 due to an underwriting loss and net realized investment losses in 2017 compared to an underwriting profit and net realized investment gains in 2016. These decreases were partially offset by recording a one-time tax benefit of $339.9 million in the fourth quarter of 2017, primarily related to the remeasurement of our U.S. net deferred tax liability at the lower enacted U.S. corporate tax rate as a result of the TCJA. See further discussion of the impact of the TCJA in note 8 of the notes to consolidated financial statements. Net income to shareholders decreased 22% from 2015 to 2016 due to less favorable underwriting results, a loss on early extinguishment of debt and lower net realized investment gains, partially offset by more favorable results within our other operations compared to 2015. The components of net income to shareholders are discussed in further detail under "Underwriting Results," "Life and Annuity Benefits," "Investing Results," "Markel Ventures Operations" and "Interest Expense, Loss on Early Extinguishment of Debt and Income Taxes."


Underwriting Results

Underwriting profits are a key component of our strategy to grow book value per share. We believe that the ability to achieve consistent underwriting profits demonstrates knowledge and expertise, commitment to superior customer service and the ability to manage insurance risk. The property and casualty insurance industry commonly defines underwriting profit or loss as earned premiums net of losses and loss adjustment expenses and underwriting, acquisition and insurance expenses. We use underwriting profit or loss as a basis for evaluating our underwriting performance. The combined ratio is a measure of underwriting performance and represents the relationship of incurred losses, loss adjustment expenses and underwriting, acquisition and insurance expenses to earned premiums. The combined ratio is the sum of the loss ratio and the expense ratio. A combined ratio less than 100% indicates an underwriting profit, while a combined ratio greater than 100% reflects an underwriting loss. The loss ratio represents the relationship of incurred losses and loss adjustment expenses to earned premiums. The expense ratio represents the relationship of underwriting, acquisition and insurance expenses to earned premiums.

The following table presents selected data from our underwriting operations.

 Years Ended December 31, 
(dollars in thousands)2017 2016 2015 
Gross premium volume (1) 
$5,253,107
 $4,796,645
 $4,632,912
 
Net written premiums$4,417,787
 $4,001,020
 $3,819,293
 
Net retention (1)
84% 83% 82% 
Earned premiums$4,247,978
 $3,865,870
 $3,823,532
 
Losses and loss adjustment expenses$2,865,761
 $2,050,744
 $1,938,745
 
Underwriting, acquisition and insurance expenses$1,587,414
 $1,498,590
 $1,455,080
 
Underwriting profit (loss)$(205,197) $316,536
 $429,707
 
       
U.S. GAAP Combined Ratios      
U.S. Insurance95% 93% 89% 
International Insurance104% 94% 86% 
Reinsurance132% 87% 90% 
Other Insurance (Discontinued Lines)NM
(2) 
NM
(2) 
NM
(2) 
Markel Corporation (Consolidated)105% 92% 89% 
(1)Gross premium volume and net retention for the year ended December 31, 2017 exclude $253.9 million of gross written premium attributable to our program services business, which was 100% ceded.
(2)NM—Ratio is not meaningful. Further discussion of Other Insurance (Discontinued Lines) underwriting profit (loss) follows.

Underwriting results in 2017 included $565.3 million, or 13 points, of underwriting loss from Hurricanes Harvey, Irma, Maria and Nate as well as the earthquakes in Mexico and wildfires in California (2017 Catastrophes). The underwriting loss on the 2017 Catastrophes was comprised of $585.4 million of estimated net losses and $20.1 million of net assumed reinstatement premiums. The 2016 consolidated combined ratio included $68.7 million of underwriting loss, or two points on the consolidated combined ratio, related to Hurricane Matthew and the Canadian wildfires (2016 Catastrophes).

The following table summarizes, by segment, the components of the underwriting losses related to the 2017 Catastrophes.
 Year Ended December 31, 2017
(dollars in thousands)U.S.
Insurance
 International
Insurance
 Reinsurance Consolidated
Losses and loss adjustment expenses$132,159
 $122,817
 $330,384
 $585,360
Ceded (assumed) reinstatement premiums9,001
 3,390
 (32,465) (20,074)
Underwriting loss$141,160
 $126,207
 $297,919
 $565,286
Impact on combined ratio6% 13% 32% 13%


The estimated net losses and loss adjustment expenses on the 2017 Catastrophes are net of estimated reinsurance recoveries of $490.3 million. Both the gross and net loss estimates on the 2017 Catastrophes represent our best estimate of losses based upon information currently available. Our estimate for these losses is based on claims received to date and detailed policy level reviews, industry loss estimates, output from both industry and proprietary models as well as a review of in-force contracts. The estimate is dependent on broad assumptions about coverage, liability and reinsurance. Due to these factors, we believe our gross and net loss estimates on the 2017 Catastrophes have a high degree of volatility. While we believe our reserves for the 2017 Catastrophes as of December 31, 2017 are adequate, we continue to closely monitor reported claims and will adjust our estimates of gross and net losses as new information becomes available. The net losses for the 2017 Catastrophes were within our risk tolerance for events of this magnitude.

The increase in the consolidated combined ratio from 2017 to 2016 was driven by the impact of the 2017 Catastrophes. Excluding the impact of underwriting losses related to the 2016 Catastrophes and 2017 Catastrophes described above, the combined ratio increased due to a higher current accident year loss ratio and less favorable prior accident year loss ratio, partially offset by a lower expense ratio. The increase in the current accident year loss ratio is primarily due to higher current accident year loss ratios in our International Insurance and Reinsurance segments in 2017 compared to 2016. The decrease in the expense ratio in 2017 compared to 2016 is primarily driven by a favorable impact from higher earned premium volume and a decrease in profit sharing expenses in 2017 compared to 2016. These decreases in the expense ratio were partially offset by an unfavorable impact from changes in the mix of business in our International Insurance and Reinsurance segments. The increase in the consolidated combined ratio from 2015 to 2016 was driven by less favorable development on prior years' loss reserves in 2016 compared to 2015.

The 2017 combined ratio included $501.5 million of favorable development on prior years' loss reserves compared to $505.2 million in 2016. Although favorable development on prior years' loss reserves remained consistent in 2017 compared to 2016, development on prior years' loss reserves had a less favorable impact on the combined ratio in 2017 due to higher earned premium volume in 2017 compared to 2016. In 2017, prior years' loss reserves in our Reinsurance segment included $85.0 million, or two points, of adverse development on prior years' loss reserves resulting from a decrease in the discount rate, known as the Ogden Rate, required in the calculation of lump sum awards in U.K. bodily injury cases. Effective March 20, 2017, the Ogden Rate decreased from plus 2.5% to minus 0.75%, which represents the first rate change since 2001. The effect of the rate change is most impactful to our U.K. auto casualty exposures through reinsurance contracts written in our Reinsurance segment. We ceased writing new U.K. auto business in late 2014. The reduction in the Ogden Rate increased the expected claims payments on these exposures, and management increased loss reserves accordingly. Our estimate of the ultimate cost of settling these claims is based on many factors, and is subject to increase or decrease as the effect of changes in these factors becomes known over time. In 2016, favorable development on prior years' loss reserves in our U.S. Insurance segment was net of $71.2 million, or two points on the consolidated combined ratio, of adverse development on our medical malpractice and specified medical product lines. There was no significant development on these lines in 2017.

The decrease in favorable development on prior years' loss reserves in 2016 compared to 2015 was due in part to the adverse development in our U.S. Insurance segment on our medical malpractice and specified medical product lines, as described above. Favorable development on prior years' loss reserves in 2015 included $82.7 million, or two points on the 2015 consolidated combined ratio, of favorable development attributable to a decrease in the estimated volatility of our consolidated net reserves for unpaid losses and loss adjustment expenses, as a result of ceding a significant portion of our A&E exposures to a third party. As a result of this decrease in estimated volatility, our level of confidence in our net reserves for unpaid losses and loss adjustment expenses increased. Therefore, management reduced prior years' loss reserves in order to maintain a consolidated confidence level in a range consistent with our historic levels. This reduction in prior years' loss reserves occurred across all three of our ongoing underwriting segments. The decrease in favorable development on prior years' loss reserves in 2016 was also attributable to less favorable development on prior years' loss reserves in our International Insurance segment.


In connection with our quarterly reviews of loss reserves, the actuarial methods we used have exhibited a favorable trend for the 2010 to 2016 accident years during 2017. This trend was observed using statistical analysis of actual loss experience for those years, particularly with regard to most of our long-tail books of business within the U.S. Insurance and International Insurance segments, which developed more favorably than we had expected based upon our historical experience. As actual losses experienced on these accident years have continued to be lower than anticipated, it has become more likely that the underwriting results will prove to be better than originally estimated. Additionally, as most actuarial methods rely upon historical reporting patterns, the favorable trends experienced on earlier accident years have resulted in a re-estimation of our ultimate incurred losses on more recent accident years. When we experience loss frequency or loss severity trends that are more favorable than we initially anticipated, we often evaluate the loss experience over a period of several years in order to assess the relative credibility of loss development trends. In each of the past three years, based upon our evaluations of claims development patterns in our long-tail, and often volatile, lines of business, we gave greater credibility to the favorable trend. As a result, our actuaries reduced their estimates of ultimate losses, and management incorporated this favorable trend into its best estimate and reduced prior years' loss reserves accordingly.

While we believe it is possible that there will be additional favorable development on prior years' loss reserves in 2018, we caution readers not to place undue reliance on this favorable trend. Despite stabilization of prices on certain product lines during the last three years, we still consider the overall property and casualty insurance market to be soft. The impact on our underwriting results from the soft insurance market cannot be fully quantified in advance.

The following discussion provides more detail by segment of the underwriting results described above. Following this segment-based discussion is a summary table of prior years' loss reserve development.

U.S. Insurance Segment

The combined ratio for the U.S. Insurance segment for 2017 was 95% (including six points for the underwriting loss on the 2017 Catastrophes) compared to 93% (including one point for the underwriting loss on the 2016 Catastrophes) in 2016 and 89% in 2015. The increase in the 2017 combined ratio was due to the impact of the 2017 Catastrophes, partially offset by more favorable development of prior years' loss reserves. The increase in the 2016 combined ratio was due to less favorable development of prior years' loss reserves.

The U.S. Insurance segment's 2017 combined ratio included $301.9 million of favorable development on prior years' loss reserves compared to $204.9 million in 2016 and $299.0 million in 2015. The increase in favorable development was primarily due to adverse development on our medical malpractice and specified medical product lines in 2016, which totaled $71.2 million or three points on the segment combined ratio. There was no significant development on these product lines in 2017. Also contributing to the increase in favorable development on prior years' loss reserves was favorable development on our specialty programs business in 2017 compared to slightly adverse development on this business in 2016 and more favorable development on our workers' compensation product line in 2017 compared to 2016. These increases in favorable development were partially offset by less favorable development on our property product lines in 2017 compared to 2016. The decrease in favorable development on prior years' loss reserves in 2016 was driven by adverse development on our medical malpractice and specified medical product lines in 2016, as described above, and less favorable development on our property product lines in 2016 compared to 2015. Additionally, favorable development on prior years' loss reserves in 2015 included $35.2 million, or two points on the segment combined ratio, attributable to the decrease in the volatility of our consolidated net reserves for unpaid losses and loss adjustment expenses, as previously discussed. The following is a discussion of the product lines with the most significant development on prior years' loss reserves in the U.S. Insurance segment during the last three years.

In 2017 we experienced $93.9 million of favorable development on various long-tail general and excess liability lines. The favorable development occurred across several accident years, but was most significant on the 2011 to 2016 accident years. In 2016, we experienced $104.0 million of favorable development on various long-tail general and excess liability lines. The favorable development occurred across several accident years, but were most significant on the 2013 to 2015 accident years. In 2015, we experienced $111.3 million of favorable development on various long-tail general and excess liability lines, primarily on the 2011 to 2014 accident years. In 2017, the favorable development was due in part to favorable case incurred loss development on certain of our general liability product lines as well as a decrease in the frequency and severity of claims other general liability product lines. In 2015 and 2016, the favorable development was due in part to lower loss severity than originally anticipated. Our binding and brokerage casualty business includes product lines that are long-tail and volatile in nature. During 2017, 2016 and 2015, actual incurred losses and loss adjustment expenses on prior accident years for reported claims on certain long-tail casualty lines were $52.3 million, $51.8 million, and $40.0 million, respectively, less than we anticipated in our actuarial analyses. As a result, our actuaries reduced their estimates of ultimate losses in 2017, 2016 and 2015, and management assigned greater credibility to this favorable experience and reduced prior years' loss reserves accordingly.

The favorable development on prior years' loss reserves in the U.S. Insurance segment in 2017, 2016 and 2015 also included $65.6 million, $41.1 million, and $36.6 million, respectively, of favorable development in our workers' compensation unit. In 2017, the favorable development was most significant on the 2012 to 2016 accident years. In 2016, the favorable development in our workers' compensation unit was most significant on the 2012 to 2015 accident years. In 2015, the favorable development in our workers' compensation unit was most significant on the 2011 to 2014 accident years. When we acquired this business in 2010, we supplemented our limited data with longer-tailed industry development factors and adopted a more conservative loss reserving position until we had sufficient data to determine how the loss reserves develop. During 2015, our actuaries gave more weight to our own data and placed less reliance on industry data as part of the reserving for this product line. As a result, our actuaries reduced their estimates of ultimate losses in those years. Management assigned greater credibility to this favorable experience and reduced prior years' loss reserves accordingly. During 2016, actual incurred losses and loss adjustment expenses on prior accident years for reported claims was $24.9 million less than we anticipated in our actuarial analysis, due in part to lower loss severity than originally anticipated. As a result, our actuaries reduced their estimates of ultimate losses in 2016 and management assigned greater credibility to this favorable experience and reduced prior years' loss reserves accordingly. During 2017, actual incurred losses and loss adjustment expenses on prior accident years for reported claims was $44.8 million less than we anticipated in our actuarial analysis, due in part to lower loss severity than originally anticipated, and improvement in the claim closure ratios. As a result, our actuaries reduced their estimates of ultimate losses in 2017 and management assigned greater credibility to this favorable experience and reduced prior years' loss reserves accordingly.

In 2017 we experienced $27.4 million of favorable development in our personal lines business, primarily on the 2013 to 2016 accident years. The favorable development occurred across multiple personal lines products and was driven primarily by a decrease in claim severity, as well as claim frequency. As a result, our actuaries reduced their estimates of ultimate losses in 2017 and management assigned greater credibility to this favorable experience and reduced prior years' loss reserves accordingly.

In 2017 and 2016, we also experienced favorable development in certain of our professional liability product lines. In 2017, we experienced $25.5 million of favorable development on our professional liability product lines, primarily on the 2015 to 2016 accident years. In 2017, the favorable development occurred across multiple professional liability lines and was driven primarily by favorable case incurred loss development. Actual case incurred losses were less than expected. As a result of these factors, our actuarial estimates of the ultimate liability for unpaid losses and loss adjustment expenses were reduced, and management reduced prior years' loss reserves accordingly. In 2016, favorable development on our professional liability product lines was more than offset by adverse development of $71.2 million on our medical malpractice and specified medical product lines, primarily on the 2010 through 2015 accident years. The adverse development on both of these product lines was driven by an increase in the proportion of business written on classes with higher claim frequencies relative to other classes of business within these product lines over the last several years, including correctional facilities, locum tenens and contract staffing. Beginning in late 2015, we saw an increase in claim frequencies on these classes, which was inconsistent with the historical trends indicated by our actuarial analyses. In 2016, we continued to see steady increases in claim frequencies, as well as increases in claims payments on these classes of business. As a result, we gave more credibility to this new trend and management increased loss reserves accordingly. In response, we took corrective actions for business written in the affected classes. Excluding the adverse development on our medical malpractice and specified medical product lines, we experienced $38.0 million of favorable development on our other professional liability programs during 2016, primarily on the 2014 and 2015 accident years. The favorable development occurred across multiple professional liability lines and was driven by a combination of factors, including lower loss severity than was originally anticipated and a decrease in the frequency of claims and large losses. As a result of these factors, our actuarial estimates of the ultimate liability for unpaid losses and loss adjustment expenses were reduced, and management reduced prior years' loss reserves accordingly.

In 2016, we experienced favorable development on prior years' loss reserves on our property product lines, primarily our inland marine and brokerage property lines. Favorable development on our inland marine business totaled $20.1 million in 2016, primarily on the 2014 and 2015 accident years. Favorable development totaled $27.5 million in 2015, primarily on the 2013 and 2014 accident years. In both years, the favorable development was attributable to lower than expected frequency of large loss events. Favorable development on our brokerage property product lines totaled $17.9 million in 2016 and was due to lower than expected losses and development on known claims, primarily on the 2012 to 2014 accident years. In 2015, favorable development totaled $35.0 million and was due to lower than expected frequency of large loss events, primarily on the 2013 and 2014 accident years. As a result of these factors, our actuarial estimates of the ultimate liability for unpaid losses and loss adjustment expenses decreased, and management reduced prior years' loss reserves accordingly.


International Insurance Segment

The combined ratio for the International Insurance segment was 104% (including 13 points for the underwriting loss on the 2017 Catastrophes) for 2017 compared to 94% (including one point for the underwriting loss on the 2016 Catastrophes) for 2016 and 86% for 2015. The increase in the 2017 combined ratio was driven by the impact of the 2017 Catastrophes, partially offset by a lower expense ratio and more favorable development of prior years' loss reserves. Excluding the impact of underwriting losses related to the 2016 Catastrophes and 2017 Catastrophes described above, the current accident year loss ratio increased, primarily due to higher attritional losses on our property product lines in 2017 compared to 2016. The decrease in the expense ratio was attributable to the write off of previously capitalized software development costs in 2016 and lower profit sharing in 2017 compared to 2016. These decreases were partially offset by an unfavorable impact from changes in the mix of business in this segment, most notably as the result of higher retentions on products with higher net commission rates in 2017 compared to 2016.

The increase in the 2016 combined ratio was driven by less favorable development of prior years' loss reserves and a higher expense ratio, partially offset by a lower current accident year ratio in 2016 compared to 2015. The 2016 current accident year loss ratio included $12.0 million, or one point on the segment combined ratio, of underwriting loss related to Hurricane Matthew. We also experienced higher attritional and large losses on our marine and energy product lines in 2016. The impact of these losses on the 2016 current accident year loss ratio was more than offset by lower attritional losses in our general liability product lines in 2016 compared to 2015 and a decrease in management's best estimate of ultimate loss ratios on various product lines in 2016, as previously discussed. The increase in the 2016 expense ratio was attributable to higher broker commissions in 2016 compared to 2015 and the write off of previously capitalized software development costs in 2016, partially offset by lower profit sharing costs in 2016 compared to 2015.

The International Insurance segment's 2017 combined ratio included $198.7 million of favorable development on prior years' loss reserves compared to $164.7 million of favorable development in 2016 and $248.8 million of favorable development in 2015. The increase in favorable development in 2017 compared to 2016 was driven by more favorable development on our general liability product lines in 2017. Development on prior years' loss reserves was less favorable in 2016 compared to 2015 driven by less favorable development on our marine and energy and general liability product lines. Additionally, favorable development on prior years' loss reserves in 2015 included $32.3 million, or four points on the segment combined ratio, attributable to the decrease in volatility of our consolidated net reserves for unpaid losses and loss adjustment expenses, as previously discussed. In 2017, 2016 and 2015, favorable development on prior years' loss reserves occurred across several product lines, but was most significant on our professional liability, general liability and marine and energy product lines. In all three years, the favorable development was driven by lower than expected claims activity on prior accident years and favorable claims settlements. Favorable development on our professional liability product lines totaled $74.9 million in 2017 compared to $66.6 million in 2016 and $39.7 million in 2015. Favorable development on our marine and energy product lines totaled $35.5 million in 2017 compared to $39.6 million in 2016 and $64.8 million in 2015. Favorable development on our general liability product lines totaled $50.2 million in 2017 compared to $23.1 million in 2016 and $60.9 million in 2015. In 2017, the favorable development on prior years' loss reserves in the International Insurance segment was most significant on the 2013 to 2015 accident years. In 2016, the favorable development on prior year loss reserves was most significant on the 2013 and 2014 accident years. In 2015, the favorable development on prior years' loss reserves was most significant on the 2012 to 2014 accident years.

Reinsurance Segment

The combined ratio for the Reinsurance segment was 132% (including 32 points for the underwriting loss on the 2017 Catastrophes) for 2017 compared to 87% (including four points for the underwriting loss on the 2016 Catastrophes) for 2016 and 90% for 2015. The increase in the 2017 combined ratio was driven by the impact of the 2017 Catastrophes and adverse development on prior years' loss reserves attributable to the decrease in the Ogden rate in 2017. These increases were partially offset by a lower expense ratio in 2017 compared to 2016. Excluding the impact of underwriting losses related to the 2016 Catastrophes and 2017 Catastrophes described above, the current accident year loss ratio increased, primarily due to more unfavorable premium adjustments in 2017 compared to 2016. The decrease in the expense ratio in 2017 compared to 2016 was primarily due to lower profit sharing expenses and a favorable impact from higher earned premium, including reinstatement premiums related to the 2017 Catastrophes. These decreases in the expense ratio were partially offset by the impact of higher earned premium on our quota share business in 2017 compared to 2016, which carries a higher commission rate than other business in the Reinsurance segment.


The decrease in the combined ratio in 2016 was driven by more favorable development on prior years' loss reserves and a lower current accident year loss ratio, partially offset by a higher expense ratio in 2016 compared to 2015. The 2016 current accident year loss ratio included $18.7 million, or two points on the segment combined ratio, of underwriting loss related to the Canadian wildfires and $16.2 million, or two points on the segment combined ratio, of underwriting loss related to Hurricane Matthew. The impact of these losses on the 2016 current accident year loss ratio was more than offset by lower attritional losses and a decrease in management's best estimate of ultimate loss ratios on various product lines, as previously discussed. The increase in the expense ratio was primarily due to higher profit sharing expenses and broker commissions in 2016 compared to 2015.

The Reinsurance segment's 2017 combined ratio included $7.8 million of adverse development on prior years' loss reserves compared to $125.5 million of favorable development in 2016 and $97.9 million in 2015. The adverse development in 2017 is primarily due to the decrease in the Ogden Rate, as previously discussed, which resulted in $85.0 million of adverse development, or nine points on the Reinsurance segment's combined ratio. We also experienced adverse development in 2017 on our professional liability product line. Largely offsetting this adverse development in 2017 was favorable development on our property product lines. The increase in favorable development in 2016 compared to 2015 was driven by more favorable development on our property product lines. Favorable development on prior years' loss reserves in 2015 included $15.2 million, or two points on the segment combined ratio, attributable to the decrease in volatility of our consolidated net reserves for unpaid losses and loss adjustment expenses, as previously discussed. In 2017 and 2016, favorable development on prior years' loss reserves was most significant on our property product lines, with the remaining favorable development occurring across several product lines. In 2015, favorable development on prior years' loss reserves was most significant on our casualty and property product lines.

Favorable development on prior years' loss reserves on our property lines of business in 2017, 2016 and 2015 were $41.2 million, $67.6 million and $21.1 million, respectively. In 2017 and 2016, the favorable development on prior years' loss reserves on these lines was most significant on the 2013 to 2015 accident years. In 2015, the favorable development on prior years' loss reserves was most significant on the 2012 to 2014 accident years. In all three years, the favorable development on prior years' loss reserves was due in part to lower than expected development on reported events, favorable claims settlements and lower than expected claims activity. As a result of these factors, our actuaries reduced their estimates of ultimate losses, and management reduced prior years' loss reserves accordingly.

Favorable development on our casualty lines in 2015 totaled $27.4 million, and was primarily attributable to our general casualty and professional liability business. During 2015, management gained more confidence in the actuarial projections on these product lines and reduced prior years' loss reserves accordingly.

Other Insurance (Discontinued Lines) Segment

The majority of the losses and loss adjustment expenses and the underwriting, acquisition and insurance expenses for the Other Insurance (Discontinued Lines) segment are associated with A&E exposures or other acquired lines of business that were discontinued in conjunction with the acquisition. Given the insignificant amount of premium earned in the Other Insurance (Discontinued Lines) segment, we evaluate this segment's underwriting performance in terms of dollars of underwriting profit or loss instead of its combined ratio.

The Other Insurance (Discontinued Lines) segment produced an underwriting profit of $7.5 million in 2017 compared to an underwriting profit of $9.8 million in 2016 and an underwriting loss of $20.4 million in 2015. The underwriting profit in 2017 was due in part to the Part VII transaction completed during the period. See note 9 of the notes to consolidated financial statements. The underwriting profit in 2016 was driven by a commutation that was completed during the period. The underwriting loss in 2015 included $25.4 million of adverse loss reserve development on A&E exposures.

In March and October 2015, we completed two retroactive reinsurance transactions through which we ceded a significant portion of our A&E exposures to a third party. At the time of the transactions, reserves for unpaid losses and loss adjustment expenses on the policies ceded totaled $170.5 million. The first transaction resulted in a gain of $5.1 million, which was deferred and is being recognized in earnings in proportion to actual reinsurance recoveries received pursuant to the transaction. The second transaction resulted in an underwriting loss of $10.1 million, including $7.1 million of losses and loss adjustment expenses, all of which was recognized during 2015. Following the October 2015 retroactive reinsurance transaction, our actuaries increased their estimate of the ultimate losses on the remaining A&E claims and management increased prior years' loss reserves by $15.0 million. Without the diversification of a larger portfolio of loss reserves, there is greater uncertainty around the potential outcomes of the remaining claims, and management strengthened reserves accordingly.


We complete an annual review of our A&E exposures during the third quarter of the year unless circumstances suggest an earlier review is appropriate. During our 2015, 2016 and 2017 reviews, we determined that no adjustment to loss reserves was required.

A&E loss reserves are subject to significant uncertainty due to potential loss severity and frequency resulting from an uncertain and unfavorable legal climate. Our A&E reserves are not discounted to present value and are forecasted to pay out over the next 40 to 50 years as claims are settled. We seek to establish appropriate reserve levels for A&E exposures, including A&E exposures ceded to third parties under retroactive reinsurance transactions; however, these reserves could be subject to increases in the future. As of December 31, 2017, our reinsurance recoverable on unpaid losses for A&E exposures was 62% of our gross reserves for A&E exposures. See note 9(c) of the notes to consolidated financial statements for further discussion of our exposures to A&E claims.

The following tables summarize the increases (decreases) in prior years' loss reserves by segment, as discussed above.

 Year Ended December 31, 2017
(dollars in millions)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Total
U.S. Insurance:         
General liability$(93.9)       $(93.9)
Workers' compensation(65.6)       (65.6)
Professional liability(25.5)       (25.5)
Personal Lines(27.4)       (27.4)
International Insurance:        

Professional liability  $(74.9)     (74.9)
Marine and energy  (35.5)     (35.5)
General liability  (50.2)     (50.2)
Reinsurance:        

Ogden rate decrease    $85.0
   85.0
Property    (41.2)   (41.2)
Other Insurance (Discontinued Lines):        

A&E and other discontinued lines      $(8.5) (8.5)
Net other prior years' redundancy(89.5) (38.1) (36.0) 
 (163.6)
Increase (decrease)$(301.9) $(198.7) $7.8
 $(8.5) $(501.3)
(1)
(1)
Total decrease in prior years' loss reserves excludes $0.2 million of favorable development on our program services business, which is included in our consolidated underwriting results but is not included in a reportable segment.

 Year Ended December 31, 2016
(dollars in millions)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Total
U.S. Insurance:         
General liability$(104.0)       $(104.0)
Workers' compensation(41.1)       (41.1)
Property:         
Brokerage property(17.9)       (17.9)
Inland marine(20.1)       (20.1)
Professional liability:         
Medical malpractice and specified medical71.2
       71.2
All other(38.0)       (38.0)
International Insurance:         
Professional liability  $(66.6)     (66.6)
Marine and energy  (39.6)     (39.6)
General liability  (23.1)     (23.1)
Reinsurance:         
Property    $(67.6)   (67.6)
Other Insurance (Discontinued Lines):         
A&E and other discontinued lines      $(10.1) (10.1)
Net other prior years' redundancy(55.0) (35.4) (57.9) 
 (148.3)
Decrease$(204.9) $(164.7) $(125.5) $(10.1) $(505.2)


 Year Ended December 31, 2015
(dollars in millions)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Total
U.S. Insurance:         
General liability$(111.3)       $(111.3)
Workers' compensation(36.6)       (36.6)
Property:         
Brokerage property(35.0)       (35.0)
Inland marine(27.5)       (27.5)
International Insurance:        

Marine and energy  $(64.8)     (64.8)
General liability  (60.9)     (60.9)
Professional liability  (39.7)     (39.7)
Reinsurance:        

Casualty    $(27.4)   (27.4)
Property    (21.1)   (21.1)
Other Insurance (Discontinued Lines):        

Loss on retroactive reinsurance transaction      $7.1
 7.1
Other A&E exposures      18.3
 18.3
Impact of retroactive reinsurance transactions on reserve volatility(35.2) (32.3) (15.2) 
 (82.7)
Net other prior years' redundancy(53.4) (51.1) (34.2) (7.5) (146.2)
Increase (decrease)$(299.0) $(248.8) $(97.9) $17.9
 $(627.8)

Over the past three years, we have experienced favorable development on prior years' loss reserves ranging from 6% to 7% of beginning of year net loss reserves. In 2017, we experienced favorable development of $501.5 million, or 6% of beginning of year net loss reserves, compared to $505.2 million, or 6% of beginning of year net loss reserves, in 2016 and $627.8 million, or 7% of beginning of year net loss reserves, in 2015.

It is difficult for management to predict the duration and magnitude of an existing trend and, on a relative basis, it is even more difficult to predict the emergence of factors or trends that are unknown today but may have a material impact on loss reserve development. In assessing the likelihood of whether the above favorable trends will continue and whether other trends may develop, we believe that a reasonably likely movement in prior years' loss reserves during 2018 would range from favorable development of less than 1%, or $50 million, to favorable development of approximately 7%, or $650 million, of December 31, 2017 net loss reserves.


Premiums

The following table summarizes gross premium volume.

Gross Premium Volume     
 Years Ended December 31,
(dollars in thousands)2017 2016 2015
U.S. Insurance$2,885,279
 $2,635,266
 $2,504,096
International Insurance1,255,922
 1,119,815
 1,164,866
Reinsurance1,112,101
 1,041,055
 965,374
Other Insurance (Discontinued Lines)(195) 509
 (1,424)
Total Underwriting5,253,107
 4,796,645
 4,632,912
Program Services253,853
 
 
Total$5,506,960
 $4,796,645
 $4,632,912

We monitor the effect of movements in foreign currency exchange rates on gross premium volume and earned premiums. To the extent there are significant variations in foreign currency exchange rates between the U.S. dollar and the foreign currencies in which our insurance business is transacted, management uses the change in gross premium volume and earned premiums at a constant rate of exchange to evaluate trends in premium volume. The impact of foreign currency translation is excluded, when significant, as the effect of fluctuations in exchange rates could distort the analysis of trends. When excluding the effect of foreign currency translation on changes in premium, management uses the current period average exchange rates to translate both the current period and the prior period foreign currency denominated gross premiums written and earned premiums.

Gross premium volume in our underwriting segments increased 10% in 2017 compared to 2016. The increase in gross premium volume was attributable to an increase in gross premium volume across all three of our ongoing underwriting segments. Also impacting consolidated gross premium volume was $253.9 million of gross premium written through our program services business acquired as part of the State National transaction, which is not included in our underwriting segments. All gross premium written in our program services business was ceded to third parties in 2017.

Gross premium volume in our U.S. Insurance segment increased 9% in 2017 compared to 2016 driven by growth within our general liability product lines, personal lines and specialty programs business as well the contribution of premiums from our new surety and collateral protection product lines which were acquired in 2017. Gross premium volume in our International Insurance segment increased 12% in 2017 compared to 2016 primarily due to higher premium volume within our marine and energy and general liability product lines. Gross premium volume in our Reinsurance segment increased 7% in 2017 compared to 2016 driven by $136.5 million of premium related to two large specialty quota share treaties entered into in the first quarter of 2017, as well as a favorable impact from assumed reinstatement premiums in our property product lines resulting from the 2017 Catastrophes. These increases were partially offset by lower gross premium volume in our auto and general liability product lines. Significant variability in gross premium volume can be expected in our Reinsurance segment due to individually significant deals and multi-year contracts.

Gross premium volume increased 4% in 2016 compared to 2015. The increase in gross premium volume was attributable to the U.S. Insurance and Reinsurance segments, partially offset by lower gross premium volume in our International Insurance segment. Gross premium volume in our U.S. Insurance segment increased 5% in 2016 compared to 2015 driven by higher premium volumes, primarily within our general liability and personal lines of business. The increase was also attributable to an additional week of gross premium volume during the first quarter of 2016 compared to the same period of 2015 based on differences in the timing of our underwriting systems closings. The timing of our underwriting systems closings has a negligible impact on our premium earnings as premiums are earned over the policy period. Gross premium volume in our International Insurance segment decreased 4% in 2016 compared to 2015 primarily due to an unfavorable impact from foreign currency exchange rate movements, as well as lower premium volume within our marine and energy product lines. Gross premium volume in our Reinsurance segment increased 8% in 2016 compared to 2015 driven by our general liability and property lines, due to new business and a favorable impact from the timing of renewals on multi-year contracts in 2016 compared to 2015. These increases were partially offset by lower gross premium volume within our auto, professional liability and credit and surety reinsurance product lines.


We continued to see small price decreases across many of our product lines during 2017, especially in our international business on our property and marine and energy product lines. Our large account business is also subject to more pricing pressure and competition remains strong in the reinsurance market. However, following the high level of natural catastrophes that occurred in the third and fourth quarters of 2017, beginning in first quarter of 2018, we saw more favorable rates, particularly on our catastrophe exposed product lines. We are also seeing more stabilized pricing on our other product lines and continue to see pricing margins in most reinsurance lines of business. Despite stabilization of prices on certain product lines during the last several years, we still consider the overall property and casualty insurance market to be soft. When we believe the prevailing market price will not support our underwriting profit targets, the business is not written. As a result of our underwriting discipline, gross premium volume may vary when we alter our product offerings to maintain or improve underwriting profitability.

The following table summarizes net written premiums.

Net Written Premiums     
 Years Ended December 31,
(dollars in thousands)2017 2016 2015
U.S. Insurance$2,432,477
 $2,237,163
 $2,106,490
International Insurance1,007,319
 864,494
 888,214
Reinsurance978,160
 898,728
 824,324
Other Insurance (Discontinued Lines)(169) 635
 265
Total$4,417,787
 $4,001,020
 $3,819,293

All gross premium written in our program services business was ceded to third parties in 2017, resulting in zero net written premiums. Within our underwriting operations, we purchase reinsurance and retrocessional reinsurance in order to manage our net retention on individual risks and enable us to write policies with sufficient limits to meet policyholder needs. Net retention of gross premium volume for our underwriting operations was 84% in 2017, 83% in 2016 and 82% in 2015. In 2017, higher retention in our International Insurance and Reinsurance segments was partially offset by lower retention in our U.S. Insurance segment. The increase in net retention within the International Insurance segment in 2017 was largely due to higher retention on our professional liability product lines. The increase in net retention within the Reinsurance segment for 2017 was primarily due to changes in the mix of business. Net retention in the U.S. Insurance segment decreased in 2017 compared to 2016 due to lower retention on our specialty programs and personal lines business, partially offset by higher retention on our casualty product lines.

In 2016, retention increased in all three of our ongoing underwriting segments compared to 2015. These increases were largely due to changes in mix of business.

The following table summarizes earned premiums.

Earned Premiums     
 Years Ended December 31,
(dollars in thousands)2017 2016 2015
U.S. Insurance$2,364,121
 $2,175,332
 $2,105,212
International Insurance949,912
 853,512
 879,426
Reinsurance934,114
 836,264
 838,543
Other Insurance (Discontinued Lines)(169) 762
 351
Total$4,247,978
 $3,865,870
 $3,823,532

All gross premium written in our program services business was ceded to third parties in 2017, resulting in zero earned premiums. Consolidated earned premiums for 2017 increased 10% compared to 2016. The increase in earned premiums was attributable to higher earned premiums across all three of our ongoing underwriting segments and the favorable impact of net assumed reinstatement premiums. The increase in earned premiums in our U.S. Insurance segment was primarily due to an increase in gross premium volume and higher retention in our general liability product lines. The increase was also attributable to earned premiums within our new surety and collateral protection product lines, as previously discussed. The increase in earned premiums in our International Insurance segment was attributable to an increase in gross premium volume in our marine and energy product line and an increase in gross premium volume and higher retention in our professional liability product lines. The increase in earned premiums in our Reinsurance segment was primarily due to higher earned premiums in our property product lines due to the favorable impact of reinstatement premiums related to the 2017 Catastrophes, higher earned premium from the two large specialty quota share treaties entered into in the first quarter of 2017, as previously discussed, as well as higher earned premiums in our professional liability and general liability product lines. These increases were partially offset by lower earned premiums in our auto product line.

Consolidated earned premiums for 2016 increased 1% compared to 2015. Higher earned premiums in our U.S. Insurance segment more than offset lower earned premiums in our International Insurance segment. The increase in earned premiums in our U.S. Insurance segment was primarily due to the increases in gross premium volume as previously discussed. The decrease in earned premiums in our International Insurance segment was primarily due to an unfavorable impact from movements in foreign currency exchange rates. Additionally, higher earned premiums in our professional liability product lines were offset by lower earned premiums in our marine and energy product lines within the International Insurance segment.

Life and Annuity Benefits

The Other Insurance (Discontinued Lines) segment included other revenues of $1.6$2.0 million and other expenses of $37.1$28.2 million for 2014 and2017, other revenues of $1.1$1.9 million and other expenses of $28.1$26.5 million for 2013,2016, and other revenues of $0.6 million and other expenses of $29.1 million for 2015 related to theour life and annuity reinsurance business, which was assumed through the acquisition of Alterra on May 1, 2013.business. This business is in run-off, and we are not writing any new life and annuity reinsurance contracts. The life and annuity benefit reserves are recorded on a discountednet present value basis using assumptions that were determined atwhen the Acquisition Date.portfolio of contracts was acquired. The accretion of this discount is recognized in the statement of income andand comprehensive income as otherother expenses. The increase in other expenses in 2014 reflects a full year of accretion in 2014 compared to only eight months in 2013. Invested assets and the related investment income that support the life and annuity reinsurance contracts are reported in the Investing segment. As a result, we expect the results reported in the Other Insurance (Discontinued Lines) segment attributable to our life and annuity business will continue to reflect losses in future periods due to the accretion of the discount on the life and annuity benefit reserves, which are forecastedforecast to pay out over the next 40 to 50 years. Other revenues attributable to the life and annuity business included in the Other Insurance (Discontinued Lines) segment represent ongoing premium adjustments on existing contracts.

On April 24, 2015, we completed a novation that transferred our obligations under a reinsurance contract for life and annuity benefit policies to a third party in exchange for cash payments totaling $29.0 million, net of commissions. At the time of the transaction, reserves for life and annuity benefits on the novated reinsurance contract totaled $32.6 million, resulting in a gain of $3.6 million that was recorded as an offset to other expenses.

Investing Results

Our business strategy recognizes the importance of both consistent underwriting and operating profits and superior investment returns to build shareholder value. We rely on sound underwriting practices to produce investable funds while minimizing underwriting risk.

The following table summarizes our investment performance.
 Years Ended December 31,
(dollars in thousands)2017 2016 2015
Net investment income$405,709
 $373,230
 $353,213
Net realized investment gains (losses)$(5,303) $65,147
 $106,480
Change in net unrealized gains on investments$1,125,440
 $342,111
 $(457,584)
Investment yield (1)
2.6% 2.4% 2.3 %
Taxable equivalent total investment return, before foreign currency effect9.2% 5.0% 0.5 %
Taxable equivalent total investment return10.2% 4.4% (0.7)%
Invested assets, end of year$20,570,337
 $19,058,666
 $18,181,345
(1)
Investment yield reflects net investment income as a percentage of monthly average invested assets at amortized cost.

Investments, cash and cash equivalents and restricted cash and cash equivalents (invested assets) increased 8% in 2017. The increase in the investment portfolio in 2017 was attributable to an increase in net unrealized gains on investments of $1.1 billion, net proceeds from our net issuance of long-term debt of $592.9 million and cash flows from operations of $858.5 million, partially offset by cash flows used by investing activities of $744.5 million. Invested assets increased 5% in 2016. The increase in the investment portfolio in 2016 was attributable to an increase in net unrealized gains on investments of $342.1 million, net proceeds from our net issuance of long-term debt of $271.7 million and cash flows from operations of $534.6 million.

In 2015, we continued to gradually build liquidity with higher cash balances due to continuing low interest rates and sales of certain securities from our equity portfolio. We increased our holdings of cash and cash equivalents and short-term investments and reduced our holdings of fixed maturities. During 2016, we increased our holdings of equity securities and fixed maturities and decreased our holdings of cash and cash equivalents and short-term investments in order to achieve higher returns and to more closely match the duration of our fixed maturity portfolio with our insurance liabilities. During 2017, we increased our holdings of equity securities in order to achieve higher returns. Additionally, our holdings of cash and cash equivalents increased primarily due to operating cash inflows, the issuance of long-term debt and maturities of fixed maturities held for anticipated claim payments for the 2017 Catastrophes. As of December 31, 2017, we had paid 27% of our estimated losses for the 2017 Catastrophes. Also in 2017, we decreased our holdings of short-term investments to fulfill the cash needed for acquisitions. Short-term investments, cash and cash equivalents and restricted cash and cash equivalents represented 23% of our invested assets at December 31, 2017 and 2016. Fixed maturities represented 48% of our invested assets at December 31, 2017 compared to 52% at December 31, 2016. Equity securities at December 31, 2017 represented 29% of our invested assets compared to 25% at December 31, 2016. The increase in the proportion of equity securities at December 31, 2017 compared to December 31, 2016 is primarily due to an increase in the estimated fair value of our equity portfolio as a result of strong overall equity market performance.

Net investment income increased 9% in 2017 compared to 2016. Net investment income in 2017 included higher short-term investment income compared to 2016, driven by higher short-term interest rates and higher dividend income due to increased equity holdings. Net investment income increased 6% in 2016 compared to 2015. Net investment income in 2016 included higher interest income on our fixed maturity portfolio compared to 2015, primarily due to increased holdings of fixed maturities. An increase in short-term investment income, driven by higher short-term interest rates, was largely offset by lower dividend income in 2016 compared to 2015 as equity securities purchased in 2016 have lower dividend yields than the equity securities sold in late 2015 and early 2016.


Net realized investment losses were $5.3 million in 2017 compared to net realized investment gains of $65.1 million and $106.5 million in 2016 and 2015, respectively. Net realized investment gains (losses) include gains and losses from sales of securities, losses from write downs for other-than-temporary declines in the estimated fair value of investments and gains and losses on securities measured at fair value through net income. See note 3(f) of the notes to consolidated financial statements for further details on the components of net realized investment gains (losses). In 2017, gains on sales of equity securities were more than offset by a $52.0 million loss on our investment in certain insurance-linked securities funds (ILS Funds) as a result of a decrease in the net asset value of the ILS Funds. This decrease was driven by the impact of losses from Hurricanes Harvey, Irma and Maria and the wildfires in California on the underlying reinsurance contracts in which the ILS Funds are invested. In 2016 and 2015, net realized investment gains were related to sales of equity securities and fixed maturities. During 2017, 2016 and 2015, we liquidated certain equity securities in our portfolio in light of our outlook on the economic and competitive environment facing those companies and our decision to reallocate capital to other equity securities with greater potential for long-term investment returns. Given our long-term focus, variability in the timing of realized and unrealized gains and losses is to be expected.

Net realized investment gains (losses) in 2017, 2016 and 2015 included $3.8 million, $7.7 million and $5.8 million, respectively, of realized losses from sales of fixed maturities and equity securities. Proceeds received on securities sold at a loss were $306.1 million in 2017, $138.3 million in 2016 and $154.5 million in 2015.

In 2017, 90% of the gross realized losses related to securities that had been in a continuous unrealized loss position for less than one year. Gross realized losses in 2017 included $7.6 million of write downs for other-than-temporary declines in the estimated fair value of investments. These write downs were made with respect to three equity securities and one fixed maturity security We complete a detailed analysis each quarter to assess whether the decline in the fair value of any investment below its cost basis is deemed other-than-temporary. At December 31, 2017, we held securities with gross unrealized losses of $57.3 million, or less than 1% of invested assets. All securities with unrealized losses were reviewed, and we believe that there were no other securities with indications of declines in estimated fair value that were other-than-temporary at December 31, 2017. However, given the volatility in the debt and equity markets, we caution readers that further declines in fair value could be significant and may result in additional other-than-temporary impairment charges in future periods. Variability in the timing of realized and unrealized gains and losses is to be expected. See note 3(b) of the notes to consolidated financial statements for further discussion of unrealized losses.

In 2016, 52% of the gross realized losses related to securities that had been in a continuous unrealized loss position for less than one year. Gross realized losses in 2016 included $18.4 million of write downs for other-than-temporary declines in the estimated fair value of investments. These write downs were made with respect to 22 equity securities.

In 2015, 72% of the gross realized losses related to securities that had been in a continuous unrealized loss position for less than one year. Gross realized losses in 2015 included $44.5 million of write downs for other-than-temporary declines in the estimated fair value of investments. These write downs were made with respect to 21 equity securities.

In 2017, net unrealized gains on investments increased $1.1 billion, primarily due to an increase in the estimated fair value of our equity portfolio as a result of strong overall equity market performance. In 2016, net unrealized gains on investments increased $342.1 million due to an increase in the estimated fair value of our equity portfolio, as a result of strong overall equity market performance, partly offset by a decrease in the fair value of our fixed maturity portfolio, as interest rates increased during 2016. In 2015, net unrealized gains on investments decreased $457.6 million due to a decrease in the estimated fair value of our equity portfolio, as a result of lower overall equity market performance, and our fixed maturity portfolio, as interest rates increased during 2015.

We also evaluate our investment performance by analyzing taxable equivalent total investment return.return, which is a non-GAAP financial measure. Taxable equivalent total investment return includes items that impact net income, such as coupon interest on fixed maturities, dividends on equity securities and realized investment gains or losses, as well as changes in unrealized gains or losses, which do not impact net income. Certain items that are included in net investment income have been excluded from the calculation of taxable equivalent total investment return, such as amortization and accretion of premiums and discounts on our fixed maturity portfolio, to provide a comparable basis for measuring our investment return against industry investment returns. The calculation of taxable equivalent total investment return also includes the current tax benefit associated with income on certain investments that is either taxed at a lower rate than the statutory income tax rate or is not fully included in federal taxable income. We believe the taxable equivalent total investment return is a better reflection of the economics of our decision to invest in certain asset classes. We focus on our long-term investment return, understanding that the level of realized and unrealized investment gains or losses may vary from one period to the next.


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The following table summarizes our investment performance.
 Years Ended December 31,
(dollars in thousands)2014 2013 2012
Net investment income$363,230
 $317,373
 $282,107
Net realized investment gains$46,000
 $63,152
 $31,593
Change in net unrealized gains on investments$981,035
 $261,995
 $353,808
Investment yield (1)
2.4% 2.6% 3.7%
Taxable equivalent total investment return, before foreign currency effect8.9% 6.9% 8.6%
Taxable equivalent total investment return7.4% 6.8% 9.0%
Invested assets, end of year$18,637,701
 $17,612,074
 $9,332,745
(1)
Investment yield reflects net investment income as a percentage of monthly average invested assets at amortized cost.

The following table reconciles investment yield to taxable equivalent total investment return.
Years Ended December 31,Years Ended December 31,
2014 2013 20122017 2016 2015
Investment yield (1)
2.4 % 2.6 % 3.7 %2.6 % 2.4 % 2.3 %
Adjustment of investment yield from book value to market value(0.4)% (0.3)% (0.5)%
Net amortization of net premium on fixed maturity securities0.6 % 0.7 % 0.2 %
Net realized investment gains and change in net unrealized gains on investments5.9 % 2.3 % 4.3 %
Adjustment of investment yield from amortized cost to fair value(0.5)% (0.4)% (0.4)%
Net amortization of net premium on fixed maturities0.4 % 0.4 % 0.5 %
Net realized investment gains (losses) and change in net unrealized gains on investments5.9 % 2.3 % (2.0)%
Taxable equivalent effect for interest and dividends (2)
0.4 % 0.4 % 0.6 %0.4 % 0.4 % 0.4 %
Other (3)
(1.5)% 1.1 % 0.7 %1.4 % (0.7)% (1.5)%
Taxable equivalent total investment return7.4 % 6.8 % 9.0 %10.2 % 4.4 % (0.7)%
(1) 
Investment yield reflects net investment income as a percentage of monthly average invested assets at amortized cost.
(2) 
Adjustment to tax-exempt interest and dividend income to reflect a taxable equivalent basis.
(3) 
Adjustment to reflect the impact of changes in foreign currency exchange rates and time-weighting the inputs to the calculation of taxable equivalent total investment return.

Investments, cash and cash equivalents and restricted cash and cash equivalents (invested assets) increased 6% in 2014. The increase in the investment portfolio in 2014 was attributable to an increase in net unrealized gains on investments of $981.0 million and cash flows from operations of $716.8 million. Invested assets increased 89% in 2013. The increase in the investment portfolio in 2013 was attributable to the investment portfolio acquired through the Alterra acquisition, as well as an increase in net unrealized gains on investments of $262.0 million and cash flows from operations of $745.5 million.

During 2012, we increased our holdings of equity securities to capitalize on opportunities in the equity markets. We also increased our holdings of cash and cash equivalents and short-term investments and reduced our holdings of fixed maturities. During 2013 and 2014, we continued to limit our allocation of funds for purchases of fixed maturities. Due to the current low interest rate environment, we have chosen to take a more defensive posture, earning lower investment yields in order to maintain a high level of liquidity and have flexibility in how we allocate capital. We continued repositioning the investment portfolio acquired through the Alterra acquisition to be more consistent with our historical investment portfolio allocation by replacing fixed maturity corporate and mortgage-backed securities with fixed maturity tax-exempt municipal securities and equity securities. We also allocated more cash and cash equivalents to short-term investments to achieve higher returns while still maintaining adequate liquidity. At December 31, 2014, equity securities represented 22% of our invested assets compared to 18% at December 31, 2013. At December 31, 2014, short-term investments, cash and cash equivalents and restricted cash and cash equivalents represented 22% of our invested assets compared to 24% at December 31, 2013.


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Net investment income increased 14% in 2014, primarily due to higher average invested assets in 2014 compared to 2013 as a result of the acquisition of Alterra. In 2014, net investment income was net of $59.3 million of amortization expense as a result of establishing a new amortized cost for Alterra's fixed maturity securities as of the Acquisition Date, compared to $58.3 million in 2013. Net investment income increased 13% in 2013 compared to 2012, driven by $74.3 million of net investment income attributable to the investment portfolio acquired through the Alterra acquisition. In 2013, net investment income attributable to the investment portfolio acquired through the Alterra acquisition was partially offset by lower investment income on fixed maturities compared to 2012, as we decreased our holdings in fixed maturities and increased our holdings in cash and cash equivalents during 2013. Net investment income in 2014, 2013 and 2012 included favorable changes in the fair value of our credit default swap of $2.2 million, $10.5 million and $16.6 million, respectively. The fair value of the credit default swap, which expired in December 2014, was a liability of $2.2 million at December 31, 2013.

Net realized investment gains were $46.0 million, $63.2 million and $31.6 million in 2014, 2013 and 2012, respectively. Net realized investment gains include both gains and losses from sales of securities and losses from write downs for other-than-temporary declines in the estimated fair value of investments. In 2014, net realized investment gains included $4.8 million of write downs for other-than-temporary declines in the estimated fair value of investments compared to $4.7 million and $12.1 million in 2013 and 2012, respectively. In 2014, 2013 and 2012, net realized investment gains were related to equity securities and fixed maturities that were sold because of our decision to reallocate capital to other equity securities or fixed maturities with greater potential for long-term investment returns.

Net realized investment gains in 2014, 2013 and 2012 included $18.9 million, $25.4 million and $0.9 million, respectively, of realized losses from sales of fixed maturities and equity securities. Proceeds received on securities sold at a loss were $1.1 billion in 2014, $545.3 million in 2013 and $11.9 million in 2012. During 2014 and 2013, we repositioned the investment portfolio acquired through the Alterra acquisition to be more consistent with our target portfolio allocation.

Approximately 92% of the gross realized losses in 2014 related to securities that had been in a continuous unrealized loss position for less than one year. Gross realized losses in 2014 included $4.8 million of write downs for other-than-temporary declines in the estimated fair value of investments. These write downs were made with respect to 24 equity securities and three fixed maturities. We complete a detailed analysis each quarter to assess whether the decline in the fair value of any investment below its cost basis is deemed other-than-temporary. At December 31, 2014, we held securities with gross unrealized losses of $35.2 million, or less than 1% of invested assets. All securities with unrealized losses were reviewed, and we believe that there were no other securities with indications of declines in estimated fair value that were other-than-temporary at December 31, 2014. However, given the volatility in the debt and equity markets, we caution readers that further declines in fair value could be significant and may result in additional other-than-temporary impairment charges in future periods. Variability in the timing of realized and unrealized gains and losses is to be expected. See note 3(b) of the notes to consolidated financial statements for further discussion of unrealized losses.

Approximately 95% of the gross realized losses in 2013 related to securities that had been in a continuous unrealized loss position for less than one year. Gross realized losses in 2013 included $4.7 million of write downs for other-than-temporary declines in the estimated fair value of investments. These write downs were made with respect to six equity securities and four fixed maturities.

Approximately 99% of the gross realized losses in 2012 related to securities that had been in a continuous unrealized loss position for less than one year. Gross realized losses in 2012 included $12.1 million of write downs for other-than-temporary declines in the estimated fair value of investments. These write downs were made with respect to five equity securities.

In 2014, net unrealized gains on investments increased $981.0 million due to an increase in the estimated fair value of our equity portfolio, as a result of strong overall equity market performance, and our fixed income portfolio, as interest rates decreased during 2014. In 2013, net unrealized gains on investments increased $262.0 million primarily due to an increase in the estimated fair value of our equity portfolio as a result of strong overall equity market performance, partially offset by a decline in the estimated fair value of fixed income securities as interest rates increased during 2013. The decline in the fair value of the fixed income portfolio was more significant for fixed income securities in the investment portfolio acquired through the Alterra acquisition, as their fixed income securities have a longer weighted average effective duration than our historical fixed income portfolio. In 2012, net unrealized gains on investments increased $353.8 million, due to increases in the estimated fair value of our equity portfolio as a result of continued improvement in financial market conditions during 2012.


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Markel Ventures Operations

Our Markel Ventures operations are comprised of a diverse portfolio of industrial and service businesses that operate outside of the specialty insurance marketplace. These businesses are viewed by management as separate and distinct from our insurance operations. While each of these companies arebusinesses is operated independently from one another, we aggregate their financial results into two industry groups: manufacturing and non-manufacturing. Our manufacturing operations are comprised of manufacturers of transportation and other industrial equipment. Our non-manufacturing operations are comprised of businesses from several industry groups, including consumer goods and services (including healthcare) and business services.

We consolidate our Markel Ventures operations on a one-month lag. Operating revenues and expenses associated with our Markel Ventures operations are included in other revenues and other expenses in the consolidated statements of income and comprehensive income. See note 2021 of the notes to consolidated financial statements for the components of other revenues and other expenses associated with Markel Ventures.


The following tables summarize the amounts recognized in the consolidated balance sheets and consolidated statements of income related to Markel Ventures.
December 31,December 31,
(dollars in thousands)2014 20132017 2016
ASSETS      
Cash and cash equivalents$106,552
 $61,742
$165,172
 $105,316
Receivables92,036
 78,764
190,300
 97,921
Goodwill215,967
 191,629
424,982
 237,767
Intangible assets237,070
 182,599
400,656
 234,113
Other assets534,725
 421,714
719,618
 531,106
Total Assets$1,186,350
 $936,448
$1,900,728
 $1,206,223
LIABILITIES AND EQUITY      
Senior long-term debt and other debt (1)
$359,263
 $217,119
$554,282
 $294,702
Other liabilities213,794
 146,343
345,608
 217,804
Total Liabilities573,057
 363,462
899,890
 512,506
Redeemable noncontrolling interests61,048
 72,183
166,270
 73,678
Shareholders' equity (2)
553,972
 501,370
837,060
 621,639
Noncontrolling interests(1,727) (567)(2,492) (1,600)
Total Equity552,245
 500,803
834,568
 620,039
Total Liabilities and Equity$1,186,350
 $936,448
$1,900,728
 $1,206,223
(1)
Senior long-term debt and other debt as of December 31, 20142017 and 20132016 included $252.9$476.0 million and $116.4$211.0 million, respectively, of debt due to other subsidiaries of Markel Corporation, which is eliminated in consolidation.
(2)
Shareholders' equity includes $498.6$663.6 million and $444.1$520.7 million as of December 31, 20142017 and 2013,2016, respectively, which represents Markel Corporation's investment in Markel Ventures and is eliminated in consolidation.


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Years ended December 31,Years ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
OPERATING REVENUES          
Net investment income$4
 $4
 $4
$332
 $109
 $5
Other revenues838,121
 686,448
 489,352
1,336,820
 1,214,449
 1,047,516
Total Operating Revenues838,125
 686,452
 489,356
1,337,152
 1,214,558
 1,047,521
OPERATING EXPENSES          
Amortization of intangible assets24,283
 20,674
 18,684
31,429
 29,105
 27,443
Other expenses775,219
 613,250
 432,956
1,185,843
 1,071,943
 978,058
Total Operating Expenses799,502
 633,924
 451,640
1,217,272
 1,101,048
 1,005,501
Operating Income38,623
 52,528
 37,716
119,880
 113,510
 42,020
Interest expense (1)
13,400
 11,230
 11,269
20,009
 15,718
 13,982
Income Before Income Taxes25,223
 41,298
 26,447
99,871
 97,792
 28,038
Income tax expense13,160
 14,654
 8,109
Income tax expense (benefit)(9,303) 36,005
 10,641
Net Income12,063
 26,644
 18,338
109,174
 61,787
 17,397
Net income attributable to noncontrolling interests2,506
 2,824
 4,863
5,615
 5,615
 6,370
Net Income to Shareholders$9,557
 $23,820
 $13,475
$103,559
 $56,172
 $11,027
(1)
Interest expense for the years ended December 31, 2014, 20132017, 2016 and 20122015 includes intercompany interest expense of $8.7$12.3 million, $6.4$9.7 million and $6.4$9.4 million, respectively, which is eliminated in consolidation.

Revenues from our Markel Ventures operations increased in 20142017 compared to 20132016, primarily due to the acquisition of Cottrell in July 2014 and the acquisition of Eagle Construction of VA LLC (Eagle)Costa Farms in August 2013.2017, the results of which are included in our non-manufacturing operations. We also experienced higher revenuessales volumes in our manufacturingnon-manufacturing operations, in 2014, primarily driven by cyclical changes in industry demand for transportation equipment, partially offset by lower revenues in our other existing manufacturing operations, due to fewer orders and shipments in 2014 compared to 2013. Net income to shareholdersprimarily driven by lower sales volumes at one of our transportation-related manufacturing businesses.

Revenues from our Markel Ventures operations decreasedincreased in 20142016 compared to 20132015 primarily due to less favorable resultsthe acquisition of CapTech in December 2015. We also experienced higher sales volume from one of our transportation-related manufacturing businesses.

The following table summarizes the net expense (benefit), before taxes and non-controlling interests, of significant items included in Markel Ventures operating expenses.
 Years Ended December 31,
(dollars in thousands)2017 2016 2015
Insurance recoveries$(64,029) $
 $
Storm losses19,598
 
 
Increase in contingent consideration obligations18,997
 10,276
 31,187
Goodwill impairment
 18,723
 14,880
Total$(25,434) $28,999
 $46,067

In 2017, operating expenses for Markel Ventures included insurance recoveries, net of related storm losses, at one of our non-manufacturing businesses attributable to Hurricane Irma. Insurance recoveries include payments for the replacement cost of damaged structures and expected profits from damaged inventory that would have otherwise been sold in 2017 and 2018.

Operating expenses for the year ended December 31, 2017 included expense attributable to an increase in our estimate of the contingent consideration obligation related to our acquisition of Costa Farms. Operating expenses for the year ended December 31, 2016 included a similar charge related to 2015 acquisition of CapTech and the year ended December 31, 2015 included a similar charge related to our 2014 acquisition of Cottrell. A portion of the purchase consideration for these acquisitions was based on post-acquisition earnings, as defined in the respective purchase agreements. Our initial estimate of the contingent consideration we expected to pay was included in the allocation of the purchase price at the acquisition date. Subsequent increases in our expectation of the contingent consideration obligation result in a charge to operating expenses. As of December 31, 2017, the fair value of our outstanding contingent consideration obligation for Costa Farms and CapTech was $49.4 million and $13.6 million, respectively, which reflects the maximum amount payable under the respective purchase agreements. The contingent consideration obligation for Cottrell was paid in 2016 and a portion of the contingent consideration obligation for CapTech was paid in 2017.

Operating expenses in 2016 included a goodwill impairment charge related to one of our industrial manufacturing reporting units. Operating expenses in 2015 included a goodwill impairment charge related to one of our healthcare reporting units.

Net income to shareholders in 2017 also included a provisional one-time tax benefit of $37.1 million in the fourth quarter related to the remeasurement of Markel Ventures’ net deferred tax liabilities at the lower enacted U.S. corporate tax rate as a result of the TCJA. See note 8 of the notes to consolidated financial statements for further discussion of the TCJA.

Excluding the impact of the significant operating expense items discussed above in all three years and non-manufacturing operationsthe TCJA in 2014, which were partially offset by2017, net income to shareholders attributabledecreased from 2016 to acquisitions.2017 and increased from 2015 to 2016. The decrease in net income to shareholders in 2017 was due to higher materials costs and lower sales volumes in certain of our manufacturing operations, partially offset by higher sales volumes in 2014 was due in part to lower revenues, as described above.certain of our non-manufacturing operations. The decreaseincrease in net income to shareholders in 2016 was due to higher sales volumes in one of our transportation-related manufacturing businesses, improved results across our non-manufacturing operations was primarily attributable to a $13.7 million non-cash goodwill impairment charge inbusinesses and the fourth quartercontribution of 2014 related to the Diamond Healthcare reporting unit. Revenues and net income to shareholdersearnings from our Markel Ventures operations increased in 2013 compared to 2012 primarily due to our acquisition of Eagle, Reading Bakery Systems (Reading) in September 2012 and Havco WP LLC in April 2012 and more favorable results at AMF Bakery Systems (AMF).CapTech.


The following table summarizes the cash flows attributable to Markel Ventures for the years ended December 31, 2014, 20132017, 2016 and 2012.2015.
Years ended December 31,Years ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Cash and cash equivalents, beginning of year$61,742
 $55,048
 $35,756
$105,316
 $120,889
 $106,552
Net cash provided by operating activities59,915
 75,926
 47,020
195,054
 100,105
 166,702
Net cash used by investing activities(189,729) (60,533) (190,060)(456,586) (55,293) (96,073)
Net cash provided (used) by financing activities (1,2)
174,624
 (8,699) 162,332
321,388
 (60,385) (56,292)
Increase in cash and cash equivalents44,810
 6,694
 19,292
Increase (decrease) in cash and cash equivalents59,856
 (15,573) 14,337
Cash and cash equivalents, end of year$106,552
 $61,742
 $55,048
$165,172
 $105,316
 $120,889
(1)
Net cash provided (used) by financing activities for the years ended December 31, 2014, 20132017 and 20122015 includes capital contributions from our holding company (Markel Corporation) of $64.8 million, $28.7$145.0 million and $193.4$22.8 million, respectively, which are eliminated in consolidation.
There were no capital contributions from our holding company for the year ended December 31, 2016.
(2)
Net cash provided (used) by financing activities for the year ended December 31, 20142017 includes net additions to debt of $136.5 million, which are eliminated in consolidation. Net cash used by financing activities for the year ended December 31, 2013 includes repayments of debt totaling $5.3$265.0 million, which are eliminated in consolidation. Net cash provided (used) by financing activities for the yearyears ended December 31, 20122016 and 2015 includes additions tonet repayments of debt of $8.8$5.9 million and $36.0 million, respectively, which are eliminated in consolidation.


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TableThe increase in net cash used by investing activities in 2017 compared to 2016 and 2015 was due to cash, net of Contentscash acquired, of $408.5 million used for acquisitions during the year ended December 31, 2017. These acquisitions were funded through capital contributions from our holding company (Markel Corporation) and financing from our insurance subsidiaries.


Markel Ventures earnings before goodwill impairment, interest, income taxes, depreciation and amortization (Adjusted EBITDA)(EBITDA) is a non-GAAP financial measure. We use Markel Ventures Adjusted EBITDA as an operating performance measure in conjunction with U.S. GAAP measures, including revenues and net income, to monitor and evaluate the performance of our Markel Ventures operations. Because Adjusted EBITDA excludes goodwill impairment, interest, income taxes, depreciation and amortization, it provides an indicator of economic performance that is useful to both management and investors in evaluating our Markel Ventures businesses as it is not affected by levels of debt, interest rates, effective tax rates, levels of depreciation and amortization resulting from purchase accounting, or non-recurring charges.accounting. The following table reconciles Adjusted EBITDA of Markel Ventures, net of noncontrolling interests, to consolidated net income to shareholders.shareholders, to Markel Ventures EBITDA, net of noncontrolling interests.
Years Ended December 31,Years Ended December 31,
(dollars in thousands)2014 2013 20122017 2016 2015
Markel Ventures Adjusted EBITDA - Manufacturing$71,133
 $64,415
 $44,963
Markel Ventures Adjusted EBITDA - Non-Manufacturing23,931
 19,372
 15,398
Markel Ventures Adjusted EBITDA - Total95,064
 83,787
 60,361
Goodwill impairment(13,737) 
 
Net income to shareholders$395,269
 $455,689
 $582,772
(Income) Loss before income taxes from other Markel operations12,450
 (532,989) (714,067)
Income tax expense (benefit) from other Markel operations(304,160) 133,472
 142,322
Markel Ventures net income to shareholders103,559
 56,172
 11,027
Interest expense (1)
(12,184) (9,283) (9,782)18,345
 14,900
 13,287
Income tax expense(12,848) (13,988) (7,868)(11,494) 34,502
 10,710
Depreciation expense(24,706) (19,313) (14,205)38,514
 32,759
 30,478
Amortization of intangible assets(22,032) (17,383) (15,031)28,691
 26,796
 25,776
Markel Ventures net income to shareholders9,557
 23,820
 13,475
Net income from other Markel operations311,625
 257,201
 239,910
Net income to shareholders$321,182
 $281,021
 $253,385
Markel Ventures EBITDA - Total$177,615
 $165,129
 $91,278
     
Markel Ventures EBITDA - Manufacturing$104,938
 $120,993
 $88,822
Markel Ventures EBITDA - Non-Manufacturing72,677
 44,136
 2,456
Markel Ventures EBITDA - Total$177,615
 $165,129
 $91,278
(1)
Interest expense for the years ended December 31, 2014,2017, 20132016 and 20122015 includes intercompany interest expense of $8.7$12.3 million, $6.4$9.7 million and $6.4$9.4 million, respectively.

Adjusted EBITDA from our
Markel Ventures EBITDA for the years ended December 31, 2017, 2016 and 2015, was impacted by the significant operating expense items previously discussed. Excluding the impact of the significant operating expense items in all three years, EBITDA decreased from 2016 to 2017 and increased from 2015 to 2016. The decrease in 2017 was a result of higher materials costs and lower sales volumes in certain of our manufacturing operations, increasedpartially offset by higher sales volumes in 2014 compared to 2013certain of our non-manufacturing operations, as previously discussed. The increase in 2016 was due to higher sales volumes in one of our acquisitiontransportation-related manufacturing businesses, improved results across our non-manufacturing businesses and the contribution of Cottrell. In 2013, adjusted EBITDAearnings from our Markel Ventures manufacturing operations increased compared to 2012 primarily due to our acquisition of Reading and more favorable results at AMF. Adjusted EBITDA from our Markel Ventures non-manufacturing operations increased in 2013 compared to 2012 primarily due to our acquisition of Eagle.CapTech.

Interest Expense, Loss on Early Extinguishment of Debt and Income Taxes

Interest Expense and Loss on Early Extinguishment of Debt

Interest expense was $117.4$132.5 million in 20142017 compared to $114.0$129.9 million in 20132016 and $92.8$118.3 million in 2012.2015. The increase in interest expense in 20142017 compared to 2013 and 2013 compared to 20122016 was due in part to interest expense associated with our 6.25%5.0% unsecured senior notes issued in the second quarter of 2016 and our 3.50% and 4.30% unsecured senior notes issued during the fourth quarter of 2017, partially offset by the partial purchase of our 7.125% unsecured senior notes and our 7.35% unsecured senior notes in the second quarter of 2016 and the repayment of our 7.20% unsecured senior notes in the second quarter of 2017. The increase in interest expense in 2016 compared to 2015 was due to interest expense associated with our 5.0% unsecured senior notes which were assumedissued in connection with the acquisitionsecond quarter of Alterra,2016, partially offset by the repaymentpartial purchase of our $250 million 6.80%7.125% unsecured senior notes and our 7.35% unsecured senior notes in February 2013. Interest expense associated with our 6.25% and 7.20%the second quarter of 2016.

In the second quarter of 2016, we issued $500 million of 5.0% unsecured senior notes was $18.9due April 5, 2046. Net proceeds were $493.1 million. We used a portion of these proceeds to purchase $70.2 million in 2014 and $13.2 million in 2013. Interest expense also increased in 2014 and 2013 due toof principal on our $500 million combined issuance in March 2013 of 3.625%7.35% unsecured senior notes due 2034 and $108.8 million of principal on our 7.125% unsecured senior notes due 2019 through a tender offer at a total purchase price of $95.0 million and $126.4 million, respectively.

In connection with the tender offer and purchase, we recognized a loss on early extinguishment of debt of $44.1 million during 2016. Replacing this debt with our 5.0% unsecured senior notes. In 2013, increased interest expense associated withnotes due April 5, 2046 extended the average term of our first full year of interest from our $350 million issuance in July 2012 of 4.90% unsecured senior notes was offset by the redemption of our $150 million 7.50% unsecured senior debentures in August 2012.at a more favorable interest rate.

Income Taxes

On December 22, 2017, the U.S. enacted the TCJA, which made significant modifications to U.S. federal income tax law, most of which are effective January 1, 2018. The TCJA, among other changes, (1) reduces the U.S. corporate tax rate from 35% to 21%, (2) imposes a one-time deemed repatriation tax on unremitted foreign earnings which were not previously subject to U.S. income tax, (3) moves the U.S. from a worldwide tax system towards a territorial tax system and (4) modifies the manner in which property and casualty insurance loss reserves are computed for federal income tax purposes. U.S. GAAP requires companies to recognize the effect of tax law changes in the period of enactment.

See note 8 of the notes to consolidated financial statements for further discussion of the TCJA.

The effective tax rate was 26%for the year ended December 31, 2017 is not meaningful as a result of the significant tax benefit resulting from enactment of the TCJA. Therefore, we also analyzed our adjusted effective tax rate, which excludes the impact of the TCJA and is a non-GAAP measure. The following table summarizes our effective tax rate and adjusted effective tax rate for the years ended December 31, 2017 and 2016.
 Years Ended December 31,
 2017 2016 2015
Effective tax rate(359)% 27% 21%
Impact of TCJA on effective tax rate(389) 
 
Adjusted effective tax rate30 % 27% 21%


In 2017, the adjusted effective tax rate differs from the statutory rate of 35% primarily as a result of tax-exempt investment income partially offset by the impact of a lower tax benefit from losses attributable to our foreign operations, which are taxed at a lower rate. The increase in 2014the adjusted effective tax rate in 2017 compared to 22%the effective tax rate in 20132016 was primarily due to an increase in the proportion of U.S. earnings taxed at 35% in 2017 compared to 2016 and 17%the impact of losses from our foreign operations on our 2017 effective tax rate. These increases were partially offset by the impact of tax-exempt investment income, which relative to lower income before income taxes in 2012. 2017 compared to 2016 produced a larger benefit on our effective tax rate in 2017.

In all three periods,2016, the effective tax rate differs from the statutory tax rate of 35% primarily as a result of tax-exempt investment income. The increase inIn 2015, the effective tax rate in 2014 was driven by higherdiffers from the statutory rate of 35% primarily as a result of tax credits for foreign taxes paid and tax-exempt investment income. In previous periods, certain foreign taxes paid were not available for use as tax credits against our U.S. provision for income taxes. Based on our earnings taxed at 35% in 2014 and a smaller benefit from our foreign operations in 2014, which are taxed at2015, significant foreign taxes paid, both in 2015 and prior periods, were used as credits against our U.S. provision for income taxes in 2015. Our recognition of these tax credits in 2015 had a lower rate. The increase in thefavorable impact on our 2015 effective tax rate in 2013 was driven by higher earnings taxed at a 35% tax rate and a smaller tax benefit related to tax-exempt investment income, which resulted from having higher income before income taxes in 2013of 8%, compared to 2012.2% in 2016.

With few exceptions, we are no longer subject to income tax examination by tax authorities for years ended before January 1, 2011.2014.

The impact of the TCJA on our future effective tax rate will depend on numerous factors and assumptions, including any changes to or interpretations of the new law. We expect that overall, the TCJA will have a favorable impact on our future after-tax earnings, primarily due to the lower U.S. corporate tax rate effective January 1, 2018. Based on our current estimates, in most years, we expect our future effective tax rate will range from 16% to 18%. However, we also expect increased volatility in pre-tax income and, therefore, in our effective tax rate beginning in 2018, as a result of including unrealized gains and losses on our equity portfolio in net income, rather than in other comprehensive income. For example, we recognized net unrealized gains on equity securities for the years ended December 31, 2017 and 2016 of $1.0 billion and $398.8 million, respectively, compared to net unrealized losses on equity securities of $320.3 million for the year ended December 31, 2015. Additionally, our estimate of the effective tax rate in future periods is subject to our assertion that we are indefinitely reinvested in our foreign subsidiaries. See note 8 of the notes to consolidated financial statements for afurther discussion of factors affecting the realizationimpact of our gross deferred tax assets and unrecognized tax benefits resulting from uncertain tax positions taken or expected to be taken in our income tax returns.indefinite reinvestment assertion.


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Comprehensive Income to Shareholders

Comprehensive income to shareholders was $935.9$1.2 billion, $667.0 million $459.5and $232.7 million in 2017, 2016 and $503.8 million in 2014, 2013 and 2012,2015, respectively. Comprehensive income to shareholders for 20142017 included net income to shareholders of $321.2 million, an increase in net unrealized gains on investments, net of taxes, of $661.7$763.0 million and net income to shareholders of $395.3 million. Comprehensive income to shareholders for 2016 included net income to shareholders of $455.7 million and an increase in net unrealized gains on investments, net of taxes, of $242.2 million. Comprehensive income to shareholders for 2015 included net income to shareholders of $582.8 million, a decrease in net unrealized gains on investments, net of taxes, of $320.5 million and a decrease in foreign currency translation adjustments, net of taxes, of $32.2$29.3 million. Comprehensive income to shareholders for 2013 included net income to shareholders of $281.0 million and an increase in net unrealized gains on investments, net of taxes, of $184.6 million. Comprehensive income to shareholders for 2012 included net income to shareholders of $253.4 million and an increase in net unrealized gains on investments, net of taxes, of $242.2 million.

For the yearyears ended December 31, 2014,2017 and 2016, book value per share increased 14%13% and 8%, respectively, primarily due to comprehensive income to shareholders, as described above. For the year ended December 31, 2013, book value per share increased 18% primarily due to equity issued in connection with the acquisition of Alterra, which was accretive to book value, and comprehensive income to shareholders, as described above.


The following graph presents book value per share and the five-year compound annual growth rate (CAGR) in book value per share for the past five years as of December 31.



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Claims and Reserves


We maintain reserves for specific claims incurred and reported, reserves for claims incurred but not reported and reserves for uncollectible reinsurance. Our ultimate liability may be greater or less than current reserves. In the insurance industry, there is always the risk that reserves may prove inadequate. We continually monitor reserves using new information on reported claims and a variety of statistical techniques. Anticipated inflation is reflected implicitly in the reserving process through analysis of cost trends and the review of historical development. We do not discount our reserves for losses and loss adjustment expenses to reflect estimated present value, except for reserves assumed in connection with an acquisition, which are recorded at fair value at the acquisition date.

The first line of the following table shows our net reserves for losses and loss adjustment expenses adjusted for commutations, foreign currency movements and other items. This adjustment is accomplished by revising the reserves for losses and loss adjustment expenses as originally estimated at the end of each year and all prior years for reserves either reassumed from reinsurers or ceded back to cedents through reinsurance commutation agreements. Adjustments also are made for the effects of changes in foreign currency rates since the reserves for losses and loss adjustment expenses were originally estimated. Net reserves for losses and loss adjustment expenses of acquired insurance companies are included in the year of acquisition.

The upper portion of the table shows the cumulative amount paid with respect to the previously recorded reserves as of the end of each succeeding year. The lower portion of the table shows the re-estimated amount of the previously recorded reserves based on experience as of the end of each succeeding year, including cumulative payments made since the end of the respective year. For example, the liability for losses and loss adjustment expenses at the end of 2009 for 2009 and all prior years, adjusted for commutations, foreign currency movements and other items, was originally estimated to be $4,534.2 million. Five years later, as of December 31, 2014, this amount was re-estimated to be $3,358.2 million, of which $2,280.4 million had been paid, leaving a reserve of $1,077.8 million for losses and loss adjustment expenses for 2009 and prior years remaining unpaid as of December 31, 2014.


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The following table represents the development of reserves for losses and loss adjustment expenses for the period 2004 through 2014.

(dollars in millions)2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014
Net reserves, end of year, adjusted for commutations, foreign currency movements and other$3,830.0
 4,187.7
 4,288.4
 4,338.5
 4,551.5
 4,534.2
 4,595.1
 4,605.0
 4,542.3
 8,270.3
 8,535.5
Paid (cumulative) as of:                     
One year later717.2
 799.5
 783.8
 727.6
 759.5
 796.1
 898.3
 932.0
 906.3
 1,436.9
  
Two years later1,256.5
 1,375.4
 1,312.1
 1,270.8
 1,364.8
 1,417.0
 1,531.0
 1,548.7
 1,506.7
    
Three years later1,667.4
 1,752.4
 1,689.6
 1,686.3
 1,841.0
 1,881.5
 1,918.5
 1,937.2
      
Four years later1,932.9
 2,018.2
 1,994.1
 1,983.9
 2,189.7
 2,118.7
 2,180.8
        
Five years later2,114.0
 2,243.3
 2,201.5
 2,245.4
 2,350.9
 2,280.4
          
Six years later2,293.2
 2,406.5
 2,396.8
 2,353.7
 2,471.6
            
Seven years later2,418.4
 2,581.1
 2,473.2
 2,438.6
              
Eight years later2,545.1
 2,642.7
 2,543.3
                
Nine years later2,587.0
 2,699.4
                  
Ten years later2,626.2
                    
Reserves re-estimated as of:                     
One year later3,779.4
 4,055.4
 4,091.1
 4,174.7
 4,316.1
 4,256.1
 4,241.3
 4,206.0
 4,131.2
 7,834.8
  
Two years later3,624.7
 3,905.0
 3,952.1
 3,939.3
 4,079.3
 3,912.9
 3,866.1
 3,864.0
 3,830.7
    
Three years later3,540.2
 3,801.2
 3,764.8
 3,724.9
 3,814.5
 3,620.5
 3,611.2
 3,660.9
      
Four years later3,512.2
 3,691.6
 3,604.1
 3,523.6
 3,618.3
 3,423.0
 3,499.1
        
Five years later3,465.9
 3,579.6
 3,449.8
 3,374.7
 3,464.6
 3,358.2
          
Six years later3,383.8
 3,465.2
 3,351.5
 3,260.8
 3,426.3
            
Seven years later3,300.6
 3,399.6
 3,280.4
 3,229.0
              
Eight years later3,253.7
 3,350.1
 3,266.2
                
Nine years later3,219.7
 3,347.1
                  
Ten years later3,216.5
                    
Net cumulative redundancy$613.5
 840.6
 1,022.2
 1,109.5
 1,125.2
 1,176.0
 1,096.0
 944.1
 711.6
 435.5
  
Cumulative %16% 20% 24% 26% 25% 26% 24% 21% 16% 5%  
Gross reserves, end of year, adjusted for commutations, foreign currency movements and other$5,197.5
 5,959.7
 5,391.8
 5,280.1
 5,515.5
 5,352.5
 5,352.7
 5,366.6
 5,297.6
 10,169.9
 10,404.2
Reinsurance recoverable, adjusted for commutations, foreign currency movements and other1,367.5
 1,772.0
 1,103.4
 941.6
 964.0
 818.3
 757.6
 761.6
 755.3
 1,899.6
 1,868.7
Net reserves, end of year, adjusted for commutations, foreign currency movements and other$3,830.0
 4,187.7
 4,288.4
 4,338.5
 4,551.5
 4,534.2
 4,595.1
 4,605.0
 4,542.3
 8,270.3
 8,535.5
Gross re-estimated reserves4,445.0
 4,938.3
 4,220.7
 4,027.4
 4,210.1
 4,035.6
 4,161.5
 4,376.0
 4,542.8
 9,694.2
  
Re-estimated recoverable1,228.5
 1,591.2
 954.5
 798.4
 783.8
 677.4
 662.4
 715.1
 712.1
 1,859.4
  
Net re-estimated reserves$3,216.5
 3,347.1
 3,266.2
 3,229.0
 3,426.3
 3,358.2
 3,499.1
 3,660.9
 3,830.7
 7,834.8
  
Gross cumulative redundancy$752.5
 1,021.4
 1,171.1
 1,252.7
 1,305.4
 1,316.9
 1,191.2
 990.6
 754.8
 475.7
  

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Net cumulative redundancy represents the change in the estimate from the original balance sheet date to the date of the current estimate. For example, the liability for losses and loss adjustment expenses developed a $1,176.0 million redundancy from December 31, 2009 to December 31, 2014. Conditions and trends that have affected the development of loss reserves in the past may not necessarily occur in the future. Accordingly, it may not be appropriate to extrapolate future redundancies or deficiencies based on the table. Gross cumulative redundancy is presented before deductions for reinsurance. Gross deficiencies and redundancies may be significantly more or less than net deficiencies and redundancies due to the nature and extent of applicable reinsurance. The net and gross cumulative redundancies as of December 31, 2014 for 2013 and prior years were primarily due to redundancies that developed during 2014 in the U.S. Insurance and International Insurance segments on the 2009 to 2013 accident years. See "Underwriting Results" for further discussion of changes in prior years' loss reserves.

See note 9 of the notes to consolidated financial statements and the discussion under "Critical Accounting Estimates" for a discussion of estimates and assumptions related to the reserves for losses and loss adjustment expenses.

Liquidity and Capital Resources


We seek to maintain prudent levels of liquidity and financial leverage for the protection of our policyholders, creditors and shareholders. Our target capital structure includes approximately 30% debt. Our debt to capital ratio was 25% at December 31, 2017 and 23% at December 31, 2014 and 25% at December 31, 20132016. From time to time, our debt to capital ratio may increase due to business opportunities that may be financed in the short term with debt. Alternatively, our debt to capital ratio may fall below our target capital structure, which provides us with additional borrowing capacity to respond when future opportunities arise.

At December 31, 20142017, our holding company (Markel Corporation) held $1.5$2.7 billion of invested assets whichcompared to $2.5 billion at December 31, 2016. The increase in holding company invested assets is primarily due to dividends received from our subsidiaries and net proceeds from the issuance of unsecured senior notes, partially offset by cash paid for acquisitions and capital contributions to our subsidiaries. At December 31, 2017, invested assets approximated 1622 times annual interest expense of the holding company, compared to $1.3 billion of invested assets at December 31, 2013. The increase in invested assets is primarily the result of dividends and loan repayments received from our subsidiaries of $282.1 million and an increase in unrealized gains on our investment portfolio, partially offset by cash paid for interest and income taxes. In order to maintain prudent levels of liquidity, we seek to maintain invested assets at Markel Corporation of at least two times annual interest expense. The excesscompany. Excess liquidity at Markel Corporation is available to increase capital at our insurance subsidiaries, complete acquisitions, repurchase shares of our common stock or retire debt.

Under the terms of the agreements in which we acquired controlling interests in certain Markel Ventures subsidiaries, the remaining equity interests have the option to sell their interests to us in the future. These redeemable noncontrolling interests generally become redeemable through 2018; however, the occurrence, timing and redemption value of these transactions is uncertain. As of December 31, 2014, redeemable noncontrolling interests totaled $61.0 million.

In October 2010, we completed our acquisition of Aspen Holdings, Inc. (Aspen). As part of the consideration for this acquisition, Aspen shareholders received contingent value rights that may result in the payment of additional cash consideration depending, among other things, upon the development of pre-acquisition loss reserves and loss sensitive profit commissions over time. Based on current expectations, we do not believe contingent consideration payments, if any, related to these contingent value rights would have a material impact on our liquidity.

During 2013, we repurchased 77,693 shares of common stock at a cost of $40.9 million under a share repurchase program that was approved by ourOur Board of Directors in November 2010 (the 2010 Program). In November 2013, our Board of Directorshas approved a new share repurchase program that provides for the repurchase of up to $300 million of common stock under a share repurchase program (the 2013 Program). Under the Program, we may repurchase outstanding shares of common stock from time to replace the 2010 Program.time, primarily through open-market transactions. The 2013 Program has no expiration date but may be terminated by the Board of Directors at any time. As of December 31, 2014,2017, we had repurchased 34,385183,735 shares of common stock at a cost of $20.5$158.0 million under the 2013 program.Program.

Our insuranceunderwriting operations collect premiums and pay claims, reinsurance costs and operating expenses. Premiums collected and positive cash flows from the insuranceunderwriting operations are invested primarily in short-term investments and long-term fixed maturities. Short-term investments held by our insurance subsidiaries provide liquidity for projected claims, reinsurance costs and operating expenses. As a holding company, Markel Corporation receives cash from its subsidiaries as reimbursement for operating and other administrative expenses it incurs. The reimbursements are made within the guidelines of various management agreements between the holding company and its subsidiaries.


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The holding company has historically relied upon dividends from its domestic subsidiaries to meet debt service obligations. Under the insurance laws of the various states in which our domestic insurance subsidiaries are incorporated, an insurer is restricted in the amount of dividends it may pay without prior approval of regulatory authorities. At December 31, 2014,2017, our domestic insurance subsidiaries and Markel Bermuda Limited could pay ordinary dividends of $783.3$879.9 million during the following twelve months under these laws.

There are also regulatory restrictions on the amount of dividends that our foreign insurance subsidiaries may pay based on applicable laws in Ireland and the United Kingdom. At December 31, 2014, earnings2017, our foreign subsidiaries, with the exception of certain of our foreignBermuda subsidiaries, are considered reinvested indefinitely and no provision for U.S.deferred United States income tax purposes.taxes has been recorded. At December 31, 2014,2017, cash and cash equivalents, restricted cash and cash equivalents and short-term investments of $1.1 billion were held by our foreign subsidiaries. We do not expect the amount of cash and cash equivalents, restricted cash and cash equivalents and short-term investments that are attributable to earningsforeign subsidiaries that are considered reinvested indefinitely, and not available for distributions to the holding company, to have a material effect on our liquidity or capital resources.

Net cash provided by operating activities was $716.8$858.5 million, $745.5$534.6 million and $392.5$651.2 million in 2014, 20132017, 2016 and 2012,2015, respectively. The decreaseNet cash flows from operating activities for the year ended December 31, 2017 reflected higher premium collections, primarily in 2014 compared to 2013 was due to higherthe U.S. Insurance and Reinsurance segments, and lower payments for income taxes and employee profit sharing compared to the same period of 2016. Also reflected in 2014. These payments were partially offset by highernet cash flows from investment income during 2014, primarily due tooperating activities for 2017 was higher average invested assets in 2014claims settlement activity across all of our underwriting segments compared to 2013 as a result of the acquisition of Alterra. The increase in 2013 compared to 2012 was due to higher cash flows from underwriting and investing activities,2016, primarily as a result of the acquisition2017 Catastrophes that occurred in the second half of Alterra.2017. As of December 31, 2017 we had paid 27% of our total estimated net losses on the 2017 Catastrophes. Net cash provided by operating activities in 2017 was net of a $45.8 million payment made in connection with the commutation of a property and casualty insurance contract. The increasedecrease in net cash provided by operating activities in 2016 compared to 2015 was due in part to higher claims payments in the U.S. Insurance segment, in particular on our professional liability lines of business, as well as higher payments for employee profit sharing in 2016 compared to 2015. Net cash provided by operating activities in 2016 was net of a $51.9 million payment made in connection with the commutation of a property and casualty deposit contract. Cash flows in 2016 also included payments totaling $47.0 million to settle contingent purchase consideration obligations, of which $32.9 million was included in operating activities. Net cash provided by operating activities in 2015 was net of cash payments totaling $156.4 million made in connection with two retroactive reinsurance transactions completed in 2015, in which we ceded two portfolios of policies comprised of liabilities arising from underwritingA&E exposures to a third party. Net cash provided by operating activities in 2015 was also driven by higher premium volume, primarily innet of a $29.0 million cash payment made to transfer our U.S. Insurance segment.obligations under a reinsurance contract for life and annuity benefits to a third party.

Net cash used by investing activities was $622.2$744.5 million in 20142017 compared to net cash used by investing activities of $1.6 billion in 2016 and net cash provided by investing activities of $187.4$63.4 million in 2013 and net cash used by investing activities of $377.1 million in 2012.2015. Net cash used by investing activities in 20142017 included $319.1 million of cash,$1.4 billion, net of cash acquired, used for acquisitions, offset by $531.3 million of proceeds from maturities and sales of fixed maturities and sales of equity securities, net of purchases. In 2017, we reduced our holdings of short-term investments to complete acquisitions. During 2013, we used netfulfill the cash of $12.2 millionneed for acquisitions. The acquisition of Alterra resulted in net cash received as a result of Alterra's cash balance exceeding cash paid for the acquisition by $49.5 million. Net cash used by investing activities in 20122016 included $243.7the purchases of fixed maturities and equity securities, net of proceeds from sales, of $877.0 million. We also allocated more cash and cash equivalents to short-term investments to achieve higher returns while still maintaining adequate liquidity. Net cash provided by investing activities in 2015 included proceeds from the sales and maturities of investments, net of purchases of investments, of $466.3 million, of cash,partially offset by $261.5 million, net of cash acquired, used for acquisitions, and $79.8 million used to complete acquisitions.purchase property and equipment. See note 2 of the notes to consolidated financial statements"Investing Results" for afurther discussion of acquisitions. We received cash from our equity method investments of $107.3 million and $313.6 million during 2014 and 2013, respectively, which includes redemptions from our hedge fund portfolio acquired through the Alterra acquisition that is includedchanges in other assets on the consolidated balance sheets. During 2013 we began repositioning the investment portfolio acquired through the Alterra acquisition, which continued into 2014, to be more consistent with our target investment portfolio allocation by replacing fixed maturity corporate and mortgage-backed securities with fixed maturity tax-exempt municipal securities and equity securities. During 2014 and 2013, we have continued to limit our allocation of funds for purchases of fixed maturitieswithin the investment portfolio in 2015, 2016 and maintained high levels of cash and cash equivalents and short-term investments. Due to the current low interest rate environment, we have chosen to take a more defensive posture, earning lower investment yields in order to maintain a high level of liquidity and have flexibility in how we allocate capital.2017. Cash flow from investing activities is affected by various factors such as anticipated payment of claims, financing activity, acquisition opportunities and individual buy and sell decisions made in the normal course of our investment portfolio management.

Invested assets increased to $18.6$20.6 billion at December 31, 20142017 from $17.6$19.1 billion at December 31, 2013.2016. Net unrealized gains on investments, net of taxes, were $1.8$2.5 billion at December 31, 20142017 compared to $1.1$1.7 billion at December 31, 2013.2016. The increase in net unrealized gains on investments, net of taxes, in 20142017 was primarily due to an increase in the estimated fair value of our equity portfolio, as a result of improvingstrong overall equity market conditions during 2014. Equity securities were $4.1 billion, or 22% of invested assets, at December 31, 2014 compared to $3.3 billion, or 18% of invested assets, at December 31, 2013. The increase in equity securities as a percent of invested assets in 2014 is attributable to an increase in unrealized gains on equity securities and purchases of equity securities. At December 31, 2014, short-term investments, cash and cash equivalents and restricted cash and cash equivalents represented 22% of our invested assets compared to 24% at December 31, 2013. See note 3(g) of the notes to consolidated financial statements for a discussion of restricted assets.performance.


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Net cash usedprovided by financing activities was $67.1$256.3 million in 20142017 compared to net cash provided by financing activities of $175.4$152.0 million in 2016 and $142.0net cash used by financing activities of $74.2 million in 20132015. During 2017, we issued $300 million of 3.50% unsecured senior notes due November 1, 2027 and 2012, respectively. During 2014,$300 million of 4.30% unsecured senior notes due November 1, 2047. Net proceeds were $297.4 million and $295.5 million, respectively, to be used for general corporate purposes. Also in 2017, we used cash of $25.9$90.6 million to purchase additional interests inrepay the remaining outstanding balance of our Markel Ventures businesses. During 2013, we received net proceeds of $491.2 million associated with the issuance of $250 million of 3.625%7.20% unsecured senior notes due March 30, 2023April 14, 2017 and $250also used cash of $84.3 million to repay debt assumed in connection with acquisitions. During 2016, we issued $500 million of 5.0% unsecured senior notes due March 30, 2043. On February 15, 2013, we repaid our 6.80% unsecured senior notes, which had an outstanding principal balance of $246.7April 5, 2046. Net proceeds were $493.1 million. During 2012, we received net proceeds of $347.2 million associated with the issuance of $350 million of 4.90% unsecured senior notes due July 1, 2022. We used a portion of these proceeds to redeempurchase $70.2 million of principal on our 7.50% unsecured debentures7.35% Senior Notes due August 22, 20462034 and $108.8 million of principal on our 7.125% Senior Notes due 2019 through a tender offer at a redemptiontotal purchase price equal to 100% of their principal amount, or $150 million. Proceeds were also used to pre-fund the repayment of our 6.80% unsecured senior notes due February 15, 2013 at their maturity ($246.7$95.0 million principal amount outstanding at December 31, 2012).and $126.4 million, respectively. During 2014, 20132017, 2016 and 2012,2015, cash of $26.1$110.8 million, $57.4$51.1 million and $16.9$31.5 million, respectively, was used to repurchase shares of our common stock.


In recent years, we have completed numerous reinsurance commutations, which involve the termination of ceded or assumed reinsurance contracts. Our commutation strategy related to ceded reinsurance contracts is to reduce credit exposure and eliminate administrative expenses associated with the run-off of reinsurance placed with certain reinsurers. Our commutation strategy related to assumed reinsurance contracts is to reduce our loss exposure to long-tailed liabilities assumed under reinsurance agreements that were entered into by companies we acquired prior to our acquisition. We will continue to pursue commutations, or similar reinsurance transactions, when we believe they meet our objectives. As previously discussed, during 2015, we completed two retroactive reinsurance transactions to cede two portfolios of policies primarily comprised of liabilities arising from A&E exposures to a third party. See "Critical Accounting Estimates" for further discussion. We had no significantalso completed a novation that transferred our obligations under a reinsurance contract for life and annuity benefit policies to a third party. In 2016 and 2017, we completed commutations duringthat transferred our obligations under a property and casualty deposit contract and insurance contract, respectively. While we recognize that these transactions have the past three years.short term impact of reducing investment income, we have significantly reduced the uncertainty around these exposures and increased our flexibility regarding capital allocation.

We have credit risk to the extent any of our reinsurers are unwilling or unable to meet their obligations under our ceded reinsurance agreements. Within our underwriting operations, our reinsurance recoverable balance for the ten largest reinsurers was $1.6 billion at December 31, 2017, representing 61% of the balance, before considering allowances for bad debts. All of our ten largest reinsurers within our underwriting operations were rated "A" or better by A.M. Best. We were the beneficiary of letters of credit, trust accounts and funds withheld in the aggregate amount of $401.5 million at December 31, 2017, collateralizing reinsurance recoverable balances due from these ten reinsurers. Within our program services business, our reinsurance recoverable balance for the ten largest reinsurers was $1.7 billion at December 31, 2017, representing 79% of the balance, before considering allowances for bad debts. Five of our ten largest reinsurers within our program services business were rated "A" or better by A.M. Best. We were the beneficiary of letters of credit, trust accounts and funds withheld in the aggregate amount of $1.5 billion at December 31, 2017, collateralizing reinsurance recoverable balances due from these ten reinsurers. See note 15 of the notes to consolidated financial statements for further discussion of reinsurance recoverables and exposures.

Within our underwriting operations, we attempt to minimize credit exposure to reinsurers through adherence to internal reinsurance guidelines. We monitor changes in the financial condition of each of our reinsurers, and we assess our concentration of credit risk on a regular basis. At December 31, 2014,Within our reinsurance recoverable balance forprogram services business, we mitigate credit risk by either selecting well capitalized, highly rated authorized reinsurers or requiring that the ten largest reinsurers was $1.3 billion, representing 63% of our consolidated balance, before considering allowances for bad debts. All of our ten largest reinsurers were rated "A" or better by A.M. Best. We arereinsurer post substantial collateral to secure the beneficiary of letters of credit, trust accounts and funds withheld in the aggregate amount of $289.5 million at December 31, 2014, collateralizing reinsurance recoverable balances due from our ten largest reinsurers. See note 15 of the notes to consolidated financial statements for further discussion of reinsurance recoverables and exposures.reinsured risks. While we believe that net reinsurance recoverable balances are collectible, deterioration in reinsurers' ability to pay, or collection disputes, could adversely affect our operating cash flows, financial position and results of operations.


Unpaid losses and loss adjustment expenses were $13.6 billion and $10.1 billion at December 31, 2017 and 2016, respectively. The following table summarizes case reserves and IBNR reserves, by segment.reserves. As described in note 29 to consolidated financial statements, unpaid losses and loss adjustment expenses attributable to Alterra wereacquisitions are recorded at fair value as of the Acquisition Date,acquisition date, which consists of the present value of the expected net loss and loss adjustment expense payments plus a risk premium. Unpaid losses and loss adjustment expenses included in the consolidated balance sheet include the unamortized portion of theany fair value adjustmentadjustments recorded at the Acquisition Date;in conjunction with an acquisition and any adjustments to discount reserves; however, as this amount doesthese amounts do not represent case or IBNR reserves, it isthey are excluded from the table below.

(dollars in thousands)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Consolidated
December 31, 2014         
Case reserves$979,088
 $1,266,222
 $984,627
 $332,712
 $3,562,649
IBNR reserves2,586,505
 2,036,744
 1,781,569
 322,065
 6,726,883
Total$3,565,593
 $3,302,966
 $2,766,196
 $654,777
 $10,289,532
December 31, 2013         
Case reserves$1,027,163
 $1,295,100
 $998,488
 $278,383
 $3,599,134
IBNR reserves2,533,847
 2,049,551
 1,742,644
 200,416
 6,526,458
Total$3,561,010
 $3,344,651
 $2,741,132
 $478,799
 $10,125,592

Unpaid losses and loss adjustment expenses were $10.4 billion and $10.3 billion at December 31, 2014 and 2013, respectively. See note 9 of the notes to consolidated financial statements and "Critical Accounting Estimates" for a discussion of estimates and assumptions related to unpaid losses and loss adjustment expenses.


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(dollars in thousands)U.S. Insurance International Insurance Reinsurance 
Other
Insurance
(Discontinued
Lines)
 Program Services Consolidated
December 31, 2017           
Case reserves$1,355,146
 $1,350,517
 $1,219,119
 $188,892
 $759,943
 $4,873,617
IBNR reserves2,972,020
 2,003,996
 2,104,783
 240,377
 1,435,488
 8,756,664
Total$4,327,166
 $3,354,513
 $3,323,902
 $429,269
 $2,195,431
(1) 
$13,630,281
December 31, 2016           
Case reserves$1,088,388
 $1,188,171
 $819,405
 $248,729
 $
 $3,344,693
IBNR reserves2,754,209
 1,841,042
 1,813,361
 293,458
 
 6,702,070
Total$3,842,597
 $3,029,213
 $2,632,766
 $542,187
 $
 $10,046,763
(1)
All of the premium written in our program services business is ceded to third parties, resulting in reinsurance recoverables on paid and unpaid losses of $2.2 billion as of December 31, 2017. We are the beneficiary of letters of credit, trust accounts and funds withheld in the aggregate amount of $1.9 billion at December 31, 2017, collateralizing these reinsurance recoverable balances in our program services business.
Table of Contents

The following table summarizes our contractual cash payment obligations at December 31, 20142017.

Payments Due by Period (1)
Payments Due by Period (1)
(dollars in thousands)Total 
Less than 1
year
 1-3 years 4-5 years 
More than
5 years
Total 
Less than 1
year
 1-3 years 4-5 years 
More than
5 years
Senior long-term debt and other debt(2)
$3,429,746
 $149,601
 $378,718
 $581,287
 $2,320,140
$5,080,481
 $241,513
 $876,499
 $831,574
 $3,130,895
Operating leases282,912
 28,434
 51,760
 51,718
 151,000
Unpaid losses and loss adjustment expenses (estimated)10,289,532
 2,386,882
 3,192,037
 1,881,348
 2,829,265
13,630,281
 3,203,638
 4,598,591
 2,565,085
 3,262,967
Life and annuity benefits (estimated)1,837,053
 105,891
 190,456
 166,719
 1,373,987
1,423,225
 88,828
 146,103
 135,343
 1,052,951
Operating leases311,722
 53,398
 81,985
 63,924
 112,415
Total$15,839,243
 $2,670,808
 $3,812,971
 $2,681,072
 $6,674,392
$20,445,709
 $3,587,377
 $5,703,178
 $3,595,926
 $7,559,228
(1) 
See notes 9, 10, 11 and 16 of the notes to consolidated financial statements for further discussion of these obligations.
(2) 
Amounts include interest.

Senior long-term debt and other debt, excluding net unamortized premium and net unamortized debt issuance costs, was $2.3$3.1 billion at December 31, 20142017 and $2.6 billion at December 31, 20132016.

On August 1, 2014, we entered into a credit agreement forWe maintain a revolving credit facility, which provides $300 million of capacity for future acquisitions, investments, repurchases of our capital stock and for general corporate purposes. At our discretion, $200 million of the total capacity may be used for secured letters of credit. We may increase the capacity of the facility to $500 million subject to certain terms and conditions. This facility replaced our previous $300 million revolving credit facility and expires in August 2019. As of December 31, 20142017 and 2013,2016, there were no borrowings outstanding under our revolving credit facility.

On August 1, 2014, we reduced the capacity of the Alterra/Markel Bermuda senior credit facility from $900 million to $650 million. Loans under the senior credit facility are subject to a sublimit of $250 million. As of December 31, 2014, there were no borrowings outstanding under the $650 million senior credit facility and there were $374.5 million of letters of credit that were issued and outstanding.

We were in compliance with all covenants contained in our revolving and senior credit facilitiesfacility at December 31, 2014.2017. To the extent that we are not in compliance with our covenants, our access to the revolving credit facilitiesfacility could be restricted. While we believe this to be unlikely, the inability to access the revolving credit facilitiesfacility could adversely affect our liquidity. See note 11 of the notes to consolidated financial statements for further discussion of our revolving and senior credit facilities.facility.


Reserves for unpaid losses and loss adjustment expenses represent future contractual obligations associated with property and casualty insurance and reinsurance contracts issued to our policyholders or other insurance companies. Information presented in the table of contractual cash payment obligations is an estimate of our future payment of claims as of December 31, 20142017. Payment patterns for losses and loss adjustment expenses were generally based upon historical claims patterns. Each claim is settled individually based upon its merits and certain claims may take years to settle, especially if legal action is involved. The actual cash payments for settled claims will vary, possibly significantly, from the estimates shown in the preceding table. The unpaid losses and loss adjustment expenses in the table above are our gross estimates of known liabilities as of December 31, 20142017. The expected payments by period are the estimated payments at a future time, whereas the reserves for unpaid losses and loss adjustment expenses included in the consolidated balance sheet include the unamortized portion of theany fair value adjustment recorded at the Acquisition Dateadjustments for unpaid losses and loss adjustment expenses assumed in the Alterraconjunction with an acquisition.

Reserves for life and annuity benefits represent future contractual obligations associated with reinsurance contracts issued to other insurance companies. Information presented in the table of contractual cash payment obligations is an estimate of our future payment of benefits as of December 31, 20142017. The assumptions used in estimating the likely payments due by period are based on cedent experience, industry mortality tables, and our expense experience. Due to the inherent uncertainty in the process of estimating the timing of such payments, there is a risk that the amounts paid in any such period can be significantly different from the estimates shown in the preceding table. The life and annuity benefits in the above table are our gross estimates of known obligations as of December 31, 20142017. These obligations are computed on a net present value basis in the consolidated balance sheet as of December 31, 20142017, whereas the expected payments by period in the table above are the estimated payments at a future time and do not reflect a discount of the amount payable.


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At December 31, 2014,2017, we had unrecognized tax benefits of $17.7 million related to uncertain tax positions. Due to the high degree of uncertainty regarding the timing of potential future cash flows associated with our unrecognized tax benefits, we are unable to make a reasonably reliable estimate of the amount and period in which any liabilities might be paid. See note 8 of the notes to consolidated financial statements for further discussion of our expectations regarding changes in unrecognized tax benefits during 2015.

At December 31, 2014, we had $5.0$4.6 billion of invested assets or other assets held in trust or on deposit for the benefit of policyholders or ceding companies or to support underwriting activities. Additionally, we have pledged investments and cash and cash equivalents totaling $635.3$349.5 million at December 31, 20142017 as security for letters of credit that have been issued by various banks on our behalf. These invested assets and the related liabilities are included on our consolidated balance sheet. See note 3(g)3(h) of the notes to consolidated financial statements for further discussion of restrictions over our invested assets.

Our insurance operations require capital to support premium writings, and we remain committed to maintaining adequate capital and surplus at each of our insurance subsidiaries. The National Association of Insurance Commissioners (NAIC) developed a model law and risk-based capital formula designed to help regulators identify domestic property and casualty insurers that may be inadequately capitalized. Under the NAIC's requirements, a domestic insurer must maintain total capital and surplus above a calculated threshold or face varying levels of regulatory action. Capital adequacy of our foreign insurance subsidiaries is regulated by applicable laws of the United Kingdom, Bermuda and other jurisdictions. At December 31, 2014,2017, the capital and surplus of each of our insurance subsidiaries significantly exceeded the amount of statutory capital and surplus necessary to satisfy regulatory requirements.

We have access to various capital sources, including dividends from certain of our insurance subsidiaries, holding company invested assets, undrawn capacity under our revolving and senior credit facilitiesfacility and access to the debt and equity capital markets. We believe that we have sufficient liquidity to meet our capital needs.

Market Risk Disclosures
 

Market risk is the risk of economic losses due to adverse changes in the estimated fair value of a financial instrument as the result of changes in equity prices, interest rates, foreign currency exchange rates and commodity prices. Our consolidated balance sheets include assets and liabilities with estimated fair values that are subject to market risk. Our primary market risks have been equity price risk associated with investments in equity securities, interest rate risk associated with investments in fixed maturities and foreign currency exchange rate risk associated with our international operations. Various companies within our Markel Ventures operations are subject to commodity price risk; however, this risk is not material to the Company.

Credit risk is the potential loss resulting from adverse changes in an issuer's ability to repay its debt obligations. General concern exists about municipalities that experience financial difficulties during periods of adverse economic conditions. We manage the exposure to credit risk in our municipal bond portfolio by investing in high quality securities and by diversifying our holdings, which are typically either general obligation or revenue bonds related to essential products and services.

The estimated fair value of our investment portfolio at December 31, 20142017 was $18.6$20.6 billion, 78%71% of which was invested in fixed maturities, short-term investments, cash and cash equivalents and restricted cash and cash equivalents and 22%29% of which was invested in equity securities. At December 31, 20132016, the estimated fair value of our investment portfolio was $17.619.1 billion, 82%75% of which was invested in fixed maturities, short-term investments, cash and cash equivalents and restricted cash and cash equivalents and 18%25% of which was invested in equity securities.


Our fixed maturities, equity securities and short-term investments are recorded at fair value, which is measured based upon quoted prices in active markets, if available. We determine fair value for these investments after considering various sources of information, including information provided by a third party pricing service. The pricing service provides prices for substantially all of our fixed maturities and equity securities. In determining fair value, we generally do not adjust the prices obtained from the pricing service. We obtain an understanding of the pricing service's valuation methodologies and related inputs, which include, but are not limited to, reported trades, benchmark yields, issuer spreads, bids, offers, duration, credit ratings, estimated cash flows and prepayment speeds. We validate prices provided by the pricing service by reviewing prices from other pricing sources and analyzing pricing data in certain instances.


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Table of Contents

Credit Risk

We monitor our investment portfolio to ensure that credit risk does not exceed prudent levels. We have consistently invested in high credit quality, investment grade securities. Our fixed maturity portfolio has an average rating of "AA," with approximately 97% rated "A" or better by at least one nationally recognized rating organization. Our policy is to invest in investment grade securities and to minimize investments in fixed maturities that are unrated or rated below investment grade. At December 31, 2014, less than 1% of our fixed maturity portfolio was unrated or rated below investment grade. Our fixed maturity portfolio includes securities issued with financial guaranty insurance. We purchase fixed maturities based on our assessment of the credit quality of the underlying assets without regard to insurance.

Our fixed maturity portfolio includes securities issued by foreign governments. General concern exists about the financial difficulties facing certain European countries in light of the adverse economic conditions experienced over the past several years. We monitor developments in foreign countries, currencies and issuers that could pose risks to our fixed maturity portfolio, including ratings downgrades, political and financial changes and the widening of credit spreads. We believe that our fixed maturity portfolio is highly diversified and is comprised of high quality securities.

We obtain information from news services, rating agencies and various financial market participants to assess potential negative impacts on a country or company's financial risk profile. We analyze concentrations within our fixed maturity portfolio by country, currency and issuer, which allows us to assess our level of diversification with respect to these exposures, reduce troubled exposures should they occur and mitigate any future financial distress that these exposures could cause. The following tables present the estimated fair values of foreign exposures included in our fixed maturity portfolio.

 December 31, 2014
(dollars in thousands)Sovereign 
Non-Sovereign
Financial
Institutions
 
Non-Sovereign
Non-Financial
Institutions
 Total
European exposures:       
Portugal, Ireland, Italy, Greece and Spain$
 $5,471
 $2,210
 $7,681
Eurozone (excluding Portugal, Ireland, Italy, Greece and Spain)928,730
 265,591
 131,873
 1,326,194
Supranationals
 217,953
 
 217,953
Other129,201
 128,111
 148,201
 405,513
Total European exposures1,057,931
 617,126
 282,284
 1,957,341
All other foreign (non-European) exposures553,990
 148,187
 128,639
 830,816
Total foreign exposures$1,611,921
 $765,313
 $410,923
 $2,788,157

 December 31, 2013
(dollars in thousands)Sovereign 
Non-Sovereign
Financial
Institutions
 
Non-Sovereign
Non-Financial
Institutions
 Total
European exposures:       
Portugal, Ireland, Italy, Greece and Spain$
 $42,966
 $2,684
 $45,650
Eurozone (excluding Portugal, Ireland, Italy, Greece and Spain)888,653
 319,343
 159,509
 1,367,505
Supranationals
 226,462
 
 226,462
Other85,478
 184,681
 183,646
 453,805
Total European exposures974,131
 773,452
 345,839
 2,093,422
All other foreign (non-European) exposures486,923
 138,960
 141,601
 767,484
Total foreign exposures$1,461,054
 $912,412
 $487,440
 $2,860,906



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Equity Price Risk

We invest a portion of shareholder funds in equity securities, which have historically produced higher long-term returns relative to fixed maturities. We seek to invest in profitable companies, with honest and talented management, that exhibit reinvestment opportunities and capital discipline, at reasonable prices. We intend to hold these investments over the long term and focus on long-term total investment return, understanding that the level of unrealized gains or losses on investments may vary from one period to the next. TheSee note 3(a) of the notes to consolidated financial statements for disclosure of gross unrealized gains and losses by investment category. Through December 31, 2017, changes in the estimated fair value of the equity portfolio are presented as a component of shareholders' equity in accumulated other comprehensive income, net of taxes. Effective January 1, 2018, changes in the estimated fair value of the equity portfolio will be presented in net income. See note 3(a)1(w) of the notes to consolidated financial statements for disclosurefurther discussion of gross unrealized gains and losses by investment category.this accounting change.

At December 31, 20142017, our equity portfolio was concentrated in terms of the number of issuers and industries. Such concentrations can lead to higher levels of price volatility. At December 31, 2014,2017, our ten largest equity holdings represented $1.9$2.5 billion, or 45%41%, of the equity portfolio. Investments in the property and casualty insurance industry represented $756.3 million,$1.1 billion, or 18%19%, of our equity portfolio at December 31, 2014.2017. Our investments in the property and casualty insurance industry included a $470.7$623.8 million investment in the common stock of Berkshire Hathaway Inc., a company whose subsidiaries engage in a number of diverse business activities in addition to insurance. We have investment guidelines that set limits on the equity holdings of our insurance subsidiaries.

The following table summarizes our equity price risk and shows the effect of a hypothetical 35% increase or decrease in market prices as of December 31, 20142017 and 20132016. The selected hypothetical changes do not indicate what could be the potential best or worst case scenarios.

(dollars in millions)
Estimated
Fair Value
 
Hypothetical
Price Change
 
Estimated
Fair Value after
Hypothetical
Change in Prices
 
Estimated
Hypothetical
Percentage Increase
(Decrease) in
Shareholders' Equity
Estimated
Fair Value
 
Hypothetical
Price Change
 
Estimated
Fair Value after
Hypothetical
Change in Prices
 
Estimated
Hypothetical
Percentage Increase
(Decrease) in
Shareholders' Equity
As of December 31, 2014     
As of December 31, 2017     
Equity securities$4,138
 35% increase $5,586
 12.8 %$5,968
 35% increase $8,057
 17.1 %
  35% decrease 2,689
 (12.8)  35% decrease 3,879
 (17.1)
As of December 31, 2013     
As of December 31, 2016     
Equity securities$3,252
 35% increase $4,390
 11.4 %$4,746
 35% increase $6,407
 13.1 %
  35% decrease 2,114
 (11.4)  35% decrease 3,085
 (13.1)

Interest Rate Risk

Our fixed maturity investments and borrowings are subject to interest rate risk. Increases and decreases in interest rates typically result in decreases and increases, respectively, in the fair value of these financial instruments.

The majority of our investable assets come from premiums paid by policyholders. These funds are invested predominantly in high quality corporate, government and municipal bonds with relatively short durations.that generally match the duration of our loss reserves. The fixed maturity portfolio, including short-term investments and cash and cash equivalents, has an average duration of 4.24.4 years and an average rating of "AA." See note 3(c) of the notes to consolidated financial statements for disclosure of contractual maturity dates of our fixed maturity portfolio. The changes in the estimated fair value of the fixed maturity portfolio are presented as a component of shareholders' equity in accumulated other comprehensive income, net of taxes.


We work to manage the impact of interest rate fluctuations on our fixed maturity portfolio. The effective duration of the fixed maturity portfolio is managed with consideration given to the estimated duration of our liabilities. We have investment guidelines that limit the maximum duration and maturity of the fixed maturity portfolio.

We use a commercially available model to estimate the effect of interest rate risk on the fair values of our fixed maturity portfolio and borrowings. The model estimates the impact of interest rate changes on a wide range of factors including duration, prepayment, put options and call options. Fair values are estimated based on the net present value of cash flows, using a representative set of possible future interest rate scenarios. The model requires that numerous assumptions be made about the future. To the extent that any of the assumptions are invalid, incorrect estimates could result. The usefulness of a single point-in-time model is limited, as it is unable to accurately incorporate the full complexity of market interactions.


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The following table summarizes our interest rate risk and shows the effect of hypothetical changes in interest rates as of December 31, 20142017 and 20132016. The selected hypothetical changes do not indicate what could be the potential best or worst case scenarios.
(dollars in millions)
Estimated
Fair  Value
 
Hypothetical
Change in
Interest Rates
(bp=basis points)
 
Estimated
Fair  Value after
Hypothetical Change
in Interest Rates
 
Hypothetical Percentage
Increase (Decrease) in
Estimated
Fair  Value
 
Hypothetical
Change in
Interest Rates
(bp=basis points)
 
Estimated
Fair  Value after
Hypothetical Change
in Interest Rates
 
Hypothetical Percentage
Increase (Decrease) in
Fair Value of
Fixed Maturities
 
Shareholders'
Equity
Fair Value of
Fixed Maturities
 
Shareholders'
Equity
Fixed Maturity Investments              
As of December 31, 2014       
As of December 31, 2017       
Total fixed maturity investments$10,423
 200 bp decrease $11,734
 12.6 % 11.6 %$9,941
 200 bp decrease $11,323
 13.9 % 11.3 %
  100 bp decrease 11,057
 6.1
 5.6
  100 bp decrease 10,606
 6.7
 5.5
  100 bp  increase 9,812
 (5.9) (5.4)  100 bp  increase 9,319
 (6.3) (5.1)
  200 bp  increase 9,222
 (11.5) (10.6)  200 bp  increase 8,720
 (12.3) (10.0)
As of December 31, 2013       
As of December 31, 2016       
Total fixed maturity investments$10,143
 200 bp decrease $11,231
 10.7 % 10.9 %$9,892
 200 bp decrease $11,252
 13.8 % 10.8 %
  100 bp decrease 10,661
 5.1
 5.2
  100 bp decrease 10,549
 6.6
 5.2
  100 bp  increase 9,636
 (5.0) (5.1)  100 bp  increase 9,264
 (6.3) (5.0)
  200 bp  increase 9,163
 (9.7) (9.8)  200 bp  increase 8,669
 (12.4) (9.7)
Liabilities (1)
              
As of December 31, 2014       
As of December 31, 2017       
Borrowings$2,493
 200 bp decrease $2,878
    $3,351
 200 bp decrease $4,015
    
  100 bp decrease 2,673
      100 bp decrease 3,653
    
  100 bp  increase 2,333
      100 bp  increase 3,096
    
  200 bp  increase 2,190
      200 bp  increase 2,880
    
As of December 31, 2013       
As of December 31, 2016       
Borrowings$2,372
 200 bp decrease $2,752
    $2,721
 200 bp decrease $3,184
    
  100 bp decrease 2,550
      100 bp decrease 2,933
    
  100 bp  increase 2,213
      100 bp  increase 2,540
    
  200 bp  increase 2,072
      200 bp  increase 2,384
    
(1) 
Changes in estimated fair value have no impact on shareholders' equity.

Foreign Currency Exchange Rate Risk

We have foreign currency exchange rate risk associated with certain of our assets and liabilities. We manage this risk primarily by matching assets and liabilities in each foreign currency, other than non-monetary assets and liabilities, as closely as possible. Non-monetary assets primarily consist of goodwill and intangible assets. As of December 31, 2017 and 2016, the carrying value of goodwill and intangible assets as closely as possible. denominated in a foreign currency, which is not matched or hedged, was $225.9 million and $208.7 million, respectively. The increase is primarily due to the weakening of the U.S. dollar against the United Kingdom Sterling during 2017.

To assist with the matching of assets and liabilities in foreign currencies, we periodically purchase foreign currency forward contracts and we purchase or sell foreign currencies in the open market. Our forward contracts are generally designated as specific hedges for financial reporting purposes. As such, realized and unrealized gains and losses on these hedges are recorded as currency translation adjustments and are part of other comprehensive income.income (loss). Our forward contracts generally have maturities of three months. As of December 31, 2014 and 2013, the carrying value of goodwill and intangible assets denominated in a foreign currency, which is not matched or hedged, was $262.9 million and $86.3 million, respectively. The increase is primarily due to the acquisition of 100% of the share capital of Abbey that was completed in January 2014. Abbey's goodwill and intangible assets are denominated in United Kingdom Sterling. At December 31, 20142017 and 2013,2016, substantially all of our othermonetary assets and liabilities denominated in foreign currencies were either matched or hedged.
 
At December 31, 20142017 and 2013, approximately 86%2016, 87% and 83%88%, respectively, of our invested assets were denominated in United States Dollars. At December 31, 2017 and 2016, 84% and 81%, respectively, of our reserves for unpaid losses and loss adjustment expenses and life and annuity benefits were denominated in United States Dollars. At those dates, the largest foreign currency holdingsdenominated balances within both our invested assets and reserves for unpaid losses and loss adjustment expenses and life and annuity benefits were the Euro and United Kingdom Sterling.


Credit Risk
123
Credit risk is the potential loss resulting from adverse changes in an issuer's ability to repay its debt obligations. We monitor our investment portfolio to ensure that credit risk does not exceed prudent levels. We have consistently invested in high credit quality, investment grade securities. Our fixed maturity portfolio has an average rating of "AA," with 98% rated "A" or better by at least one nationally recognized rating organization. Our policy is to invest in investment grade securities and to minimize investments in fixed maturities that are unrated or rated below investment grade. At December 31, 2017, less than 1% of our fixed maturity portfolio was unrated or rated below investment grade. Our fixed maturity portfolio includes securities issued with financial guaranty insurance. We purchase fixed maturities based on our assessment of the credit quality of the underlying assets without regard to insurance.


Our fixed maturity portfolio includes securities issued by foreign governments and non-sovereign foreign institutions. General concern exists about the financial difficulties facing certain foreign countries in light of the adverse economic conditions experienced over the past several years. We monitor developments in foreign countries, currencies and issuers that could pose risks to our fixed maturity portfolio, including ratings downgrades, political and financial changes and the widening of credit spreads. We believe that our fixed maturity portfolio is highly diversified and is comprised of high quality securities.

We obtain information from news services, rating agencies and various financial market participants to assess potential negative impacts on a country or company's financial risk profile. We analyze concentrations within our fixed maturity portfolio by country, currency and issuer, which allows us to assess our level of diversification with respect to these exposures, reduce troubled exposures should they occur and mitigate any future financial distress that these exposures could cause.

At December 31, 2017, we held fixed maturities of $42.2 million, or less than 1% of invested assets, from sovereign and non-sovereign issuers domiciled in Portugal, Ireland, Italy, Greece, Spain or Brazil and $1.5 billion, or 7% of invested assets, from sovereign and non-sovereign issuers domiciled in other European countries, including supranationals. At December 31, 2016, we held fixed maturities of $38.0 million, or less than 1% of invested assets, from sovereign and non-sovereign issuers domiciled in Portugal, Ireland, Italy, Greece, Spain or Brazil and $1.5 billion, or 8% of invested assets, from sovereign and non-sovereign issuers domiciled in other European countries, including supranationals.

General concern also exists about municipalities that experience financial difficulties during periods of adverse economic conditions. We manage the exposure to credit risk in our municipal bond portfolio by investing in high quality securities and by diversifying our holdings, which are typically either general obligation or revenue bonds related to essential products and services.


Impact of Inflation

Property and casualty insurance premiums are established before the amount of losses and loss adjustment expenses, or the extent to which inflation may affect such expenses, is known. Consequently, in establishing premiums, we attempt to anticipate the potential impact of inflation. We also consider inflation in the determination and review of reserves for losses and loss adjustment expenses and life and annuity benefits since portions of these reserves are expected to be paid over extended periods of time. This is especially true for our long-tailed lines of business. Alterra previously offeredAlthough our life and annuity reinsurance products. Although this business is in run-off, we must monitor the effects inflation and changing interest rates have on the related reserves. We regularly complete loss recognition testing to ensure that held reserves are sufficient to meet our future claim obligations in the current investment environment.

Brexit Developments


On June 23, 2016, the U.K. voted to exit the European Union (E.U.) (Brexit), and on March 29, 2017, the U.K. government delivered formal notice to the other E.U. member countries that it is leaving the E.U. A two-year period has now commenced during which the U.K. and the E.U. will negotiate the future terms of the U.K.'s relationship with the E.U., including the terms of trade between the U.K. and the E.U. Unless this period is extended, the U.K. will automatically exit the E.U., with or without an agreement in place, after two years. During this period the U.K. will remain a part of the E.U. After Brexit terms are agreed, Brexit could be implemented in stages over a multi-year period. No member country has left the E.U., and the rules for exit (contained in Article 50 of the Treaty on European Union) are brief. The U.K. and the E.U. have agreed to the financial settlement to be paid by the U.K. upon leaving the E.U.


Accordingly, there are significant uncertainties related to the political, monetary and economic impacts of Brexit, including related tax, accounting and financial reporting implications. Brexit could also lead to legal uncertainty and potentially a large number of new and divergent national laws and regulations, including new tax rules, as the U.K. determines which E.U. laws to replace or replicate.

The effects of Brexit will depend in part on any agreements the U.K. makes to retain access to E.U. markets either during a transitional period or more permanently. Brexit could impair or end the ability of both Markel International Insurance Company Limited (MIICL) and our Lloyd's syndicate to transact business in E.U. countries from our U.K. offices and MIICL's ability to maintain its current branches in E.U. member countries and in Switzerland. We have started the process to obtain regulatory approval to establish an insurance company in Germany in order to continue transacting E.U. business if U.K. access to E.U. markets ceases or is materially impaired. The Society of Lloyd's has announced that it will be setting up a new European insurance company in Brussels in order to maintain access to E.U. business for Lloyd's syndicates. Access to E.U. markets through a solution devised by the Society of Lloyd's may supplement, or serve as an alternative to, a new E.U.-based insurance carrier for business we transact in the E.U.

Disclosure of Certain Activities Relating to Iran

Under the Iran Threat Reduction and Syria Human Rights Act of 2012, non-U.S. entities owned or controlled by U.S. persons have been prohibited from engaging in activities, transactions or dealings with Iran to the same extent as U.S. persons. Effective January 16, 2016, the Office of Foreign Assets Control of the U.S. Department of the Treasury adopted General License H, which authorizes non-U.S. entities that are owned or controlled by a U.S. person to engage in most activities with Iran permitted for other non-U.S. entities so long as they meet certain requirements.

Section 13(r) of the Securities Exchange Act of 1934 requires reporting of certain Iran-related activities that are now permitted under General License H, including underwriting, insuring and reinsuring certain activities related to the importation of refined petroleum products by Iran and vessels involved in the transportation of crude oil from Iran.

Certain of our non-U.S. insurance operations underwrite global marine hull policies and global marine hull war policies that provide coverage for vessels or fleets navigating into and out of ports worldwide, potentially including Iran. Under a global marine hull war policy, the insured is required to give notice before entering designated areas, including Iran. During the quarter ended December 31, 2017 we have received notice that one or more vessels covered by a global marine hull war policy were entering Iranian waters. However, no additional premium is required under global marine hull policies or global marine hull war policies for calling into Iran. During the quarter ended December 31, 2017, we have not been asked to cover a specific voyage into or out of Iran that would result in a separate, allocable premium for that voyage.

Certain of our non-U.S. reinsurance operations underwrite marine, energy, aviation and trade credit liability treaties on a worldwide basis and, as a result, it is possible that the underlying insurance portfolios may have exposure to the Iranian petroleum industry and its related products and service providers.

We provide two energy construction reinsurance contracts in Iran, two Iran-related marine liability contracts, two Iran-related marine cargo contracts and one Iran-related hull war contract. These contracts have been underwritten through our syndicate at Lloyd's and one of our non-U.S. insurance companies. We expect our portion of the annual premium for these contracts to be approximately $1 million in the aggregate. Except for these contracts, we are not aware of any premium apportionment with respect to underwriting, insurance or reinsurance activities of our non-U.S. insurance subsidiaries reportable under Section 13(r). Should any such risks have entered into the stream of commerce covered by the insurance portfolios underlying our reinsurance treaties, we believe that the premiums associated with such business would be immaterial.

Our non-U.S. insurance subsidiaries intend to continue to provide insurance and reinsurance for coverage of Iran-related risks, if at all, only to the extent permitted under, and in accordance with, General License H or other applicable economic or trade sanctions requirements or licenses.


Controls and Procedures


As of December 31, 20142017, we carried out an evaluation of the effectiveness of the design and operation of our disclosure controls and procedures pursuant to Securities Exchange Act Rule 13a-15 (Disclosure Controls). This evaluation was conducted under the supervision and with the participation of our management, including the ChiefPrincipal Executive Officer (CEO)(PEO) and the ChiefPrincipal Financial Officer (CFO)(PFO).

Our management, including the CEOPEO and CFO,PFO, does not expect that our Disclosure Controls will prevent all error and all fraud. A control system, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance that the objectives of the control system are met. Further, the design of a control system must reflect the fact that there are resource constraints, and the benefits of controls must be considered relative to their costs. Because of the inherent limitations in all control systems, no evaluation of controls can provide absolute assurance that all control issues and instances of fraud, if any, have been detected. These inherent limitations include the realities that judgments in decision making can be faulty, and that breakdowns can occur because of simple error or mistake. The design of any system of controls also is based in part upon certain assumptions about the likelihood of future events, and there can be no assurance that any design will succeed in achieving its stated goals under all potential future conditions.

Based upon our controls evaluation, the CEOPEO and CFOPFO concluded that effective Disclosure Controls were in place to ensure that the information required to be disclosed in reports we file or submit under the Securities Exchange Act of 1934 is recorded, processed, summarized and reported within the time periods specified in the Securities and Exchange Commission's rules and forms.

Pursuant to Section 404 of the Sarbanes-Oxley Act of 2002, we carried out an evaluation, under the supervision and with the participation of our management, including the CEOPEO and the CFO,PFO, of the effectiveness of our internal control over financial reporting as of December 31, 20142017. See Management's Report on Internal Control over Financial Reporting and our independent registered public accounting firm's attestation report on the effectiveness of our internal control over financial reporting.

During the fourth quarter of 2014,2017, we completed the transitionacquisitions of a significant partCosta Farms and State National Companies, Inc. (State National), whose combined assets and revenues represented approximately 15% of our consolidated assets and approximately 2% of our consolidated operating revenues as of and for the acquired Alterra operationsyear ended December 31, 2017. We currently exclude, and are in the process of working to incorporate, Costa Farms and State National into our general ledger accounting system, which allows for additionalevaluation of internal controls over financial reporting functionality and efficiency.reporting.

There were no other changes in our internal control over financial reporting during the fourth quarter of 20142017 that materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.


124


Safe Harbor and Cautionary Statement


This report contains statements concerning or incorporating our expectations, assumptions, plans, objectives, future financial or operating performance and other statements that are not historical facts. These statements are "forward-looking statements" within the meaning of the Private Securities Litigation Reform Act of 1995. Such statements may use words such as "anticipate," "believe," "estimate," "expect," "intend," "predict," "project" and similar expressions as they relate to us or our management.

There are risks and uncertainties that may cause actual results to differ materially from predicted results in forward-looking statements. Factors that may cause actual results to differ are often presented with the forward-looking statements themselves. Additional factors that could cause actual results to differ from those predicted are set forth under "Risk Factors" or are included in the items listed below:

our anticipated premium volume isexpectations about future results of our underwriting, investing and other operations are based on current knowledge and assumesassume no significant man-made or natural catastrophes, no significant changes in products or personnel and no adverse changes in market conditions;
the effect of cyclical trends on our underwriting, investing and other operations, including demand and pricing in the insurance, reinsurance and reinsurance markets;other markets in which we operate;
actions by competitors, including the application of new or "disruptive" technologies or business models and consolidation, and the effect of competition on market trends and pricing;
we offer insurance and reinsurance coverage against terrorist acts in connection with some of our programs, and in other instances we are legally required to offer terrorism insurance; in both circumstances, we actively manage our exposure, but if there is a covered terrorist attack, we could sustain material losses;
the frequency and severity of man-made and natural catastrophes (including earthquakes, fires and weather-related catastrophes) may exceed expectations, are unpredictable and, in the case of fires and weather-related catastrophes, may be exacerbated if, as many forecast, conditions in the oceans and atmosphere result in increased hurricane, flood, drought or other adverse weather-related activity;
emerging claim and coverage issues, changing legal and social trends, and inherent uncertainties (including but not limited to those uncertainties associated with our A&E reserves) in the loss estimation process can adversely impact the adequacy of our loss reserves and our allowance for reinsurance recoverables;
reinsurance reserves are subject to greater uncertainty than insurance reserves, primarily because of reliance upon the original underwriting decisions made by ceding companies and the longer lapse of time from the occurrence of loss events to their reporting to the reinsurer for ultimate resolution;
changes in the assumptions and estimates used in establishing reserves for our life and annuity reinsurance book (which is in runoff), for example, changes in assumptions and estimates of mortality, longevity, morbidity and interest rates, could result in material increases in our estimated loss reserves for such business;
adverse developments in insurance coverage litigation or other legal or administrative proceedings could result in material increases in our estimates of loss reserves;
the failure or inadequacy of any loss limitation methods we employ;
changes in the availability, costs and quality of reinsurance coverage, which may impact our ability to write or continue to write certain lines of business;
the ability or willingness of reinsurers to pay balances due may be adversely affected by industry and economic conditions, deterioration in reinsurer credit quality and coverage disputes, can affect the ability or willingness of reinsurersand collateral we hold may not be sufficient to pay balances due;cover a reinsurer's obligation to us;
after the commutation of ceded reinsurance contracts, any subsequent adverse development in the re-assumed loss reserves will result in a charge to earnings;
regulatory actions can impede our ability to charge adequate rates and efficiently allocate capital;
general economic and market conditions and industry specific conditions, including extended economic recessions or expansions; prolonged periods of slow economic growth; inflation or deflation; fluctuations in foreign currency exchange rates, commodity and energy prices and interest rates; volatility in the credit and capital markets; and other factors;

economic conditions, actual or potential defaults in municipal bonds or sovereign debt obligations, volatility in interest and foreign currency exchange rates and changes in market value of concentrated investments can have a significant impact on the fair value of our fixed maturitiesmaturity and equity securities, as well as the carrying value of our other assets and liabilities, and this impact may be heightened by market volatility;


125


a number of factors may adversely affect the markets served by our Markel Ventures operations and negatively impact their revenues and profitability, including, among others: economic conditions; changes in government support for education, healthcare and infrastructure projects; changes in capital spending levels; changes in the housing market; and volatility in interest and foreign currency exchange rates;
economic conditions may adversely affect our access to capital and credit markets;
we have substantial investments in municipal bonds (approximately $4.3 billion at December 31, 2014) and, although less than 15% of our municipal bond portfolio is tied to any one state, widespread defaults could adversely affect our results of operations and financial condition;
the impacts of periods of slow economic growth; the continuing effects of government intervention, into the markets to address financial downturns (including, among other things, the effects of the Dodd-Frank Wall Street Reform and Consumer Protection Act and regulations adopted thereunder); the outcome of economic and currency concerns in the Eurozone;including material changes toin the monetary policies of central banks, including the U.S. Federal Reserveto address financial downturns and the European Central Bank;economic and the combined impact of the foregoing on our industry, business and investment portfolio;currency concerns;
the impacts that the political and civil unrest in Ukraine and related sanctions imposed on Russia by the U.S. and other Western European governments may have on our businesses and the markets they serve or that any disruption in European or worldwide economic conditions generally arising from this situation may have on our business, industry or investment portfolio;
the impacts that the Israeli-Palestinian conflictregional conflicts may have on our businesses and the markets they serve or that any disruptions in Middle Easternregional or worldwide economic conditions generally arising from this conflictthese situations may have on our business, industrybusinesses, industries or investment portfolio;investments;
the impacts that health epidemics and pandemics may have on our business operations and claims activity;
the impact on our businesses of the implementationrepeal, in part or in whole, or modification of U.S. health care reform legislation and regulations under that legislation onregulations;
changes in U.S. tax laws or in the tax laws of other jurisdictions in which we operate and adjustments we may make in our business;operations in response to those changes;
a failure of our enterprise systems, or those of third parties upon which we may rely, or a failure to comply with data protection or privacy regulations;
our business is dependent upon the successful functioning and security of our computer systems; if our information technology systems fail or suffer a security breach, our business or reputation could be adversely impacted;
we have recently completed a number of acquisitions which may increase our operational and control risks for a period of time;
we may not realize the contemplated benefits, including cost savings and synergies, of our acquisitions;
any determination requiring the write-off of a significant portion of our goodwill and intangible assets;
the loss of services of any executive officer or other key personnel could adversely impact one or more of our operations;
our expandingsubstantial international operations and investments expose us to increased investment, political, operational and economic risks, including foreign currency exchange rate and credit risk;
the vote by the United Kingdom to leave the European Union, which could have adverse consequences for our businesses, particularly our London-based international insurance operations;
our ability to raise third party capital for existing or new investment vehicles and risks related to our management of third party capital;
the effectiveness of our procedures for compliance with existing and ever increasing guidelines, policies and legal and regulatory standards, rules, laws and regulations;
the impact of economic and trade sanctions and embargo programs on our businesses, including instances in which the requirements and limitations applicable to the global operations of U.S. companies and their affiliates are more restrictive than those applicable to non-U.S. companies and their affiliates;
regulatory changes, or challenges by regulators, regarding the use of certain issuing carrier or fronting arrangements;
our dependence on a limited number of brokers for a large portion of our revenues;
adverse changes in our assigned financial strength or debt ratings could adversely impact us, including our ability to attract and retain business, or obtain capital.the amount of capital our insurance subsidiaries must hold and the availability and cost of capital;
the political, legal, regulatory, financial, tax and general economic impacts, and others we cannot anticipate, of Brexit; and
a number of additional factors may adversely affect our Markel Ventures operations, and the markets they serve, and negatively impact their revenues and profitability, including, among others: adverse weather conditions, plant disease and other contaminants; changes in government support for education, healthcare and infrastructure projects; changes in capital spending levels; changes in the housing market; liability for environmental matters; volatility in the market prices for their products; and volatility in commodity prices and interest and foreign currency exchange rates.

Our premium volume, underwriting and investment results and results from our non-insuranceother operations have been and will continue to be potentially materially affected by these factors. By making forward-looking statements, we do not intend to become obligated to publicly update or revise any such statements whether as a result of new information, future events or other changes. Readers are cautioned not to place undue reliance on any forward-looking statements, which speak only as at their dates.


126


OTHER INFORMATION

Performance Graph


The following graph compares the cumulative total return (based on share price) on our common stock with the cumulative total return of companies included in the S&P 500 Index and the Dow Jones Property & Casualty Insurance Companies Index. This information is not necessarily indicative of future results.


Years Ended December 31,Years Ended December 31,
2009 (1)
 2010 2011 2012 2013 2014
2012 (1)
 2013 2014 2015 2016 2017
Markel Corporation$100
 $111
 $122
 $127
 $171
 $201
$100
 $134
 $158
 $204
 $209
 $263
S&P 500100
 115
 117
 136
 180
 205
100
 132
 151
 153
 171
 208
Dow Jones Property & Casualty Insurance100
 119
 125
 149
 197
 221
100
 132
 148
 162
 190
 223

(1) 
$100 invested on December 31, 20092012 in our common stock or the listed index. Includes reinvestment of dividends.


Market and Dividend Information


Our common stock trades on the New York Stock Exchange under the symbol MKL. The number of shareholders of record as of February 9, 20156, 2018 was approximately 400.350. The total number of shareholders, including those holding shares in street name or in brokerage accounts, is estimated to be in excess of 100,000.140,000. Our current strategy is to retain earnings and, consequently, we have not paid and do not expect to pay a cash dividend on our common stock.

High and low common stock prices as reported on the New York Stock Exchange composite tape for 20142017 were $707.36$1,157.30 and $527.17,$887.40, respectively. See note 2324 of the notes to consolidated financial statements for additional common stock price information.

Common Stock Repurchases


The following table summarizes our common stock repurchases for the quarter ended December 31, 2017.

Issuer Purchases of Equity Securities
127

 (a) (b) (c) (d)
Period
Total
Number of
Shares
Purchased
 
Average
Price
Paid per
Share
 
Total
Number of
Shares
Purchased as
Part
of Publicly
Announced
Plans
or Programs(1)
 
Approximate
Dollar
Value of
Shares that
May Yet Be
Purchased
Under
the Plans or
Programs
(in thousands)
October 1, 2017 through October 31, 20173,630
 $1,076.61
 3,630
 $149,229
November 1, 2017 through November 30, 20173,465
 $1,082.03
 3,465
 $145,480
December 1, 2017 through December 31, 20173,135
 $1,120.67
 3,135
 $141,967
Total10,230
 $1,091.95
 10,230
 $141,967
(1)
The Board of Directors approved the repurchase of up to $300 million of our common stock pursuant to a share repurchase program publicly announced on November 21, 2013 (the Program). Under the Program, we may repurchase outstanding shares of our common stock from time to time in privately negotiated or open market transactions, including under plans complying with Rule 10b5-1 under the Securities Exchange Act of 1934. The Program has no expiration date but may be terminated by the Board of Directors at any time.



Available Information and Shareholder Relations


This document represents Markel Corporation's Annual Report and Form 10-K, which is filed with the Securities and Exchange Commission.

Information about Markel Corporation, including exhibits filed as part of this Form 10-K, may be obtained by writing Mr. Bruce Kay, Investor Relations, at the address of the corporate offices listed below, or by calling (800) 446-6671.

We make available free of charge on or through our website our annual reports on Form 10-K, quarterly reports on Form 10-Q, current reports on Form 8-K and all amendments to those reports as soon as reasonably practicable after such material is electronically filed with or furnished to the Securities and Exchange Commission. Our website address is www.markelcorp.com.

Transfer Agent


American Stock Transfer & Trust Co., LLC, Operations Center, 6201 15th Avenue, Brooklyn, NY 11219
(800) 937-5449 (718) 921-8124


Code of Conduct


We have adopted a code of business conduct and ethics (Code of Conduct) which is applicable to all directors and associates, including executive officers. We have posted the Code of Conduct on our website at www.markelcorp.com. We intend to satisfy applicable disclosure requirements regarding amendments to, or waivers from, provisions of our Code of Conduct by posting such information on our website. Shareholders may obtain printed copies of the Code of Conduct by writing Mr. Bruce Kay, Investor Relations, at the address of the corporate offices listed below, or by calling (800) 446-6671.

Annual Shareholders' Meeting


Shareholders of Markel Corporation are invited to attend the Annual Meeting to be held at Altria Theater, 6 North Laurel Street, Richmond, Virginia at 4:30 p.m.p.m., May 11, 2015.14, 2018.

Corporate Offices


Markel Corporation, 4521 Highwoods Parkway, Glen Allen, Virginia 23060-6148
(804) 747-0136 (800) 446-6671


128


Executive Officers


Alan I. Kirshner
Executive Chairman since January 2016. Chairman of the Board andsince 1986. Chief Executive Officer since 1986.from 1986 to December 2015. Director since 1978. Age 79.82.

Anthony F. Markel
Vice Chairman of Markel Corporation and the Board since May 2008. President and Chief Operating Officer from March 1992 to MayApril 2008. Director since 1978. Age 73.76.

Steven A. Markel
Vice Chairman of Markel Corporation and the Board since March 1992. Director since 1978. Age 66.

F. Michael Crowley
President and Co-Chief Operating Officer since May 2010. President, Markel Specialty from February 2009 to May 2010. President of Willis HRH North America from October 2008 to January 2009. President of Hilb Rogal & Hobbs Company from September 2005 to October 2008. Age 63.69.

Thomas S. Gayner
Co-Chief Executive Officer since January 2016. President and Chief Investment Officer sincefrom May 2010.2010 to December 2015. Chief Investment Officer sincefrom January 2001.2001 to December 2015. President, Markel-Gayner Asset Management Corporation, a subsidiary, since December 1990. Director from 1998 to 2004. Director since August 2016. Age 53.56.

Richard R. Whitt, III
Co-Chief Executive Officer since January 2016. President and Co-Chief Operating Officer sincefrom May 2010.2010 to December 2015. Senior Vice President and Chief Financial Officer from May 2005 to May 2010. Director since August 2016. Age 51.

Gerard Albanese, Jr.
Executive Vice President and Chief Underwriting Officer since May 2010. Chief Underwriting Officer since January 2009. President and Chief Operating Officer, Markel International Limited, a subsidiary, from September 2003 to August 2008. Age 62.54.

Britton L. Glisson
President, Global Insurance since November 2014 and Chief Administrative Officer since February 2009. President, Global Insurance from November 2014 to December 2017. President, Markel Insurance Company, a subsidiary, from October 1996 to March 2009. Age 58.61.

Bradley J. Kiscaden
Executive Vice President and Chief Actuarial Officer since July 2012. Chief Actuarial Officer since March 1999. Age 52.55.

Anne G. Waleski
Executive Vice President and Chief Financial Officer since May 2014. Vice President and Chief Financial Officer since May 2010. Treasurer from August 2003 to November 2011. Age 48.51.


129


EXHIBIT INDEX

Exhibit No. Document Description
   
2.1 
   
3(i) 
   
3(ii) 
Bylaws, as amended (3.1)c
4.7
   
4.8 
   
4.9 
   
4.10 
   
4.11 
   
4.12 
   
4.13 
   
4.14 
   
4.15 
   


The registrant hereby agrees to furnish to the Securities and Exchange Commission, upon request, a copy of all other instruments defining the rights of holders of long-term debt of the registrant and its subsidiaries.


130


10.4
Registrant's report on Form of Second Amendment dated as of March 14, 2014, to8-K filed with the Credit Agreement among Alterra Capital Holdings Limited, Markel Bermuda Limited (f/k/a Alterra Bermuda Limited), the lenders party thereto and Bank of America, N.A., as Administrative Agent (4.7)lCommission November 7, 2017)
   
10.5 
Form of Guaranty Agreement by Markel Corporation dated March 14, 2014 in connection with the Credit Agreement dated December 16, 2011 (4.8)l
10.6
Form of Third Amendment dated as of August 1, 2014, to the Credit Agreement among Alterra Capital Holdings Limited, Markel Bermuda Limited (f/k/a Alterra Bermuda Limited), the lenders party thereto and Bank of America, N.A., as Administrative Agent (4.6)k
10.7
Markel Corporation 2012 Equity Incentive Compensation Plan (Appendix A)m
10.8
   
10.9 
   
10.10 
   
10.11 
   
10.12 
   
10.13 
   
10.14 
   
10.15 
   
10.16 
   
10.17 
   

10.18
 
Form of Restricted Stock Award Agreement for Outside Directors (10.2)q
10.19
   
10.20 
   
10.21 
Form of 2009 Restricted Stock Unit Award Agreement for Executive Officers (10.2)t
10.22
Form of Restricted Stock Unit Award Agreement for Executive Officers (revised 2010) (10.2)u
10.23
Form of Amended and Restated May 2010 Restricted Stock Unit Award Agreement for Executive Officers (10.1)v
10.24
May 2010 Restricted Stock Units Deferral Election Form (10.2)v
10.25
Description of Permitted Acceleration of Vesting Date of Restricted Stock Units by Up to Thirty Days (10.2)w
10.26
Form of May 2011 Restricted Stock Unit Award Agreement for Anne Waleski (10.1)b
10.27
Description of Non-Employee Director Compensationx
10.28
Aspen Holdings, Inc. Amended and Restated 2008 Stock Option Plan (99.1)y
10.29
Form of Time Based Restricted Stock Unit Award Agreement for Executive Officers for the 2012 Equity Incentive Compensation Plan (10.22)z
10.30
   
10.31 
   
10.32 
   
10.33 

131


   
10.34 
Alterra Capital Holdings Limited 2000 Stock Incentive Plan (99.3)aa
21Certain Subsidiaries of Markel Corporation**
23Consent of KPMG LLP**
31.1Certification of Principal Executive Officer Pursuant to Rule 13a-14(a)/ 15d-14(a)**
31.2Certification of Principal Financial Officer Pursuant to Rule 13a-14(a)/ 15d-14(a)**
   
 
   
 
   
101 The following consolidated financial statements from Markel Corporation's Annual Report on Form 10-K for the year ended December 31, 2014,2017, filed on February 27, 2015,23, 2018, formatted in XBRL: (i) Consolidated Balance Sheets, (ii) Consolidated Statements of Income and Comprehensive Income, (iii) Consolidated Statements of Changes in Equity, (iv) Consolidated Statements of Cash Flows and (v) Notes to Consolidated Financial Statements.**


*    Indicates management contract or compensatory plan or arrangement
**    Filed with this report

a.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on December 19, 2012.
b.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on May 13, 2011.
c.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on November 18, 2011.
d.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on June 5, 2001.
e.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on August 11, 2004.
f.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on September 21, 2009.
g.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on May 31, 2011.
h.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on June 29, 2012.
i.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on March 7, 2013.
j.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 10-Q for the quarter ended June 30, 2013.
k.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 10-Q for the quarter ended June 30, 2014.
l.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 10-Q for the quarter ended March 31, 2014.
m.Incorporated by reference from the Appendix shown in parentheses filed with the Commission in the Registrant's Proxy Statement and Definitive 14A filed March 16, 2012.
n.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 10-K for the year ended December 31, 2008.
o.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on May 27, 2005.
p.Incorporated by reference from the Appendix shown in parentheses filed with the Commission in the Registrant's Proxy Statement and Definitive 14A filed April 2, 2003.
q.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 10-Q for the quarter ended June 30, 2012.
r.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on March 3, 2008.
s.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 8-K filed on May 17, 2013.

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t.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 10-Q for the quarter ended March 31, 2009.
u.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 10-Q for the quarter ended March 31, 2010.
v.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 10-Q for the quarter ended June 30, 2010.
w.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 10-Q for the quarter ended September 30, 2008.
x.Incorporated by reference from Item 5.02 filed with the Commission in the Registrant's report on Form 8-K filed on May 17, 2013.
y.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's Registration Statement on Form S-8 (Reg. No. 333-170047).
z.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's report on Form 10-K for the year ended December 31, 2012.
aa.Incorporated by reference from the Exhibit shown in parentheses filed with the Commission in the Registrant's Registration Statement on Form S-8 (Reg. No. 333-188294).
ab.Incorporated by reference from Item 5.02 filed with the Commission in the Registrant's report on Form 8-K filed on May 14, 2014.


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SIGNATURES

Pursuant to the requirements of Section 13 or 15(d) 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.
MARKEL CORPORATION
   
 By:
/s/ Alan I. Kirshner /s/ Steven A. MarkelAnne G. Waleski
Alan I. Kirshner  Steven A. MarkelAnne G. Waleski
Executive Chairman  Executive Vice ChairmanPresident and Chief Financial Officer
(Principal Executive Officer)(Principal Financial Officer)
February 23, 2018  February 27, 201523, 2018
Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed below by the following persons on behalf of the registrant and in the capacities and on the dates indicated.
Signatures TitleDate
   
/s/ Alan I. Kirshner Executive Chairman, Chairman of the Board of Directors andFebruary 27, 201523, 2018
Alan I. KirshnerChief Executive Officer
 (Principal Executive Officer) 
   
/s/ Anthony F. Markel Director, Vice ChairmanFebruary 27, 201523, 2018
Anthony F. Markel   
   
/s/ Steven A. Markel Director, Vice ChairmanFebruary 27, 201523, 2018
Steven A. Markel   
   
/s/ Anne G. Waleski Executive Vice President and Chief Financial OfficerFebruary 27, 201523, 2018
Anne G. Waleski (Principal Financial Officer) 
   
/s/ Nora N. Crouch Controller and Chief Accounting OfficerFebruary 27, 201523, 2018
Nora N. Crouch (Principal Accounting Officer) 
   
/s/ J. Alfred Broaddus, Jr. DirectorFebruary 27, 201523, 2018
J. Alfred Broaddus, Jr.   
    
/s/ K. Bruce Connell DirectorFebruary 27, 201523, 2018
K. Bruce Connell   
   
/s/ Douglas C. EbyThomas S. Gayner DirectorFebruary 27, 201523, 2018
Douglas C. EbyThomas S. Gayner   
   
/s/ Stewart M. Kasen DirectorFebruary 27, 201523, 2018
Stewart M. Kasen   
   
/s/ Lemuel E. Lewis DirectorFebruary 27, 201523, 2018
Lemuel E. Lewis   
   
/s/ Darrell D. Martin DirectorFebruary 27, 201523, 2018
Darrell D. Martin   
    
/s/ Michael O'Reilly DirectorFebruary 27, 201523, 2018
Michael O'Reilly   
   
/s/ Michael J. Schewel DirectorFebruary 27, 201523, 2018
Michael J. Schewel   
   
/s/ Jay M. Weinberg DirectorFebruary 27, 201523, 2018
Jay M. Weinberg
/s/ Richard R. Whitt, IIIDirectorFebruary 23, 2018
Richard R. Whitt, III   
   
/s/ Debora J. Wilson DirectorFebruary 27, 201523, 2018
Debora J. Wilson   

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