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Investments (Details)
12 Months Ended
Dec. 31, 2018
USD ($)
security
Dec. 31, 2017
USD ($)
security
Dec. 31, 2016
USD ($)
Available-for-sale Debt Securities, Amortized Cost Basis [Abstract]      
Total at end of period $ 5,196,784,000 $ 4,946,278,000  
Total at end of period 5,151,987,000 4,983,315,000  
Assets held by insurance regulatory requirements 13,500,000 13,600,000  
Assets held in trust for the benefit of contractual counterparties 26,300,000 7,700,000  
Maturities, Amortized Cost [Abstract]      
Due in one year or less 484,485,000    
Due after one year through five years 1,652,638,000    
Due after five years through ten years 1,011,237,000    
Due after ten years 1,160,294,000    
Total debt securities with single maturity date 4,308,654,000    
Total at end of period 5,196,784,000 4,946,278,000  
Maturities, Fair Value [Abstract]      
Due in one year or less 482,919,000    
Due after one year through five years 1,632,494,000    
Due after five years through ten years 996,335,000    
Due after ten years 1,176,290,000    
Total debt securities with single maturity date 4,288,038,000    
Total at end of period 5,151,987,000 4,983,315,000  
Other than temporary impairments recorded in other comprehensive (loss) income 0 0  
Equity Securities, FV-NI, Gain (Loss) [Abstract]      
Equity securities, cost 3,993,000    
Equity securities, at fair value $ 3,932,000    
Available-for-sale Equity Securities, Amortized Cost Basis [Abstract]      
Equity securities, cost   7,223,000  
Equity securities, at fair value   7,246,000  
Collateral, principal balance of FHLB (as a percent) 102.00%    
Collateral, principal balance of FHLB $ 168,900,000    
Continuous Unrealized Loss Portion, Fair Value [Abstract]      
Less than 12 months 2,026,193,000 1,667,170,000  
12 months or greater 1,554,704,000 752,693,000  
Total investment portfolio 3,580,897,000 2,419,863,000  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months (28,520,000) (9,357,000)  
12 months or greater (49,384,000) (22,206,000)  
Total investment portfolio $ (77,904,000) $ (31,563,000)  
Number of securities in unrealized loss position | security 721 586  
For securities in an unrealized loss position, percentage of fair value to amortized cost (in hundredths) 98.00%    
For securities in an unrealized loss position, percentage backed by the U.S. Government (in hundredths) 8.00%    
Total fixed income securities      
Available-for-sale Debt Securities, Amortized Cost Basis [Abstract]      
Total at end of period $ 5,196,784,000 $ 4,946,278,000  
Gross Unrealized Gains 33,107,000 68,584,000  
Gross Unrealized Losses (77,904,000) (31,547,000)  
Total at end of period 5,151,987,000 4,983,315,000  
Maturities, Amortized Cost [Abstract]      
Total at end of period 5,196,784,000 4,946,278,000  
Maturities, Fair Value [Abstract]      
Total at end of period 5,151,987,000 4,983,315,000  
Proceeds from sale of fixed income securities available for sale 365,600,000 246,900,000 $ 728,000,000
Gross realized gains 700,000 1,600,000 11,900,000
Gross realized losses 3,800,000 1,400,000 3,000,000
Recognized other than temporary impairments 1,800,000 0 $ 0
U.S. Treasury securities and obligations of U.S. government corporations and agencies      
Available-for-sale Debt Securities, Amortized Cost Basis [Abstract]      
Total at end of period 167,655,000 179,850,000  
Gross Unrealized Gains 597,000 274,000  
Gross Unrealized Losses (1,076,000) (1,278,000)  
Total at end of period 167,176,000 178,846,000  
Maturities, Amortized Cost [Abstract]      
Total at end of period 167,655,000 179,850,000  
Maturities, Fair Value [Abstract]      
Total at end of period 167,176,000 178,846,000  
Continuous Unrealized Loss Portion, Fair Value [Abstract]      
Less than 12 months 23,710,000 144,042,000  
12 months or greater 69,146,000 31,196,000  
Total investment portfolio 92,856,000 175,238,000  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months (15,000) (796,000)  
12 months or greater (1,061,000) (482,000)  
Total investment portfolio (1,076,000) (1,278,000)  
Obligations of U.S. states and political subdivisions      
Available-for-sale Debt Securities, Amortized Cost Basis [Abstract]      
Total at end of period 1,701,826,000 2,105,063,000  
Gross Unrealized Gains 29,259,000 56,210,000  
Gross Unrealized Losses (10,985,000) (8,749,000)  
Total at end of period 1,720,100,000 2,152,524,000  
Maturities, Amortized Cost [Abstract]      
Total at end of period 1,701,826,000 2,105,063,000  
Maturities, Fair Value [Abstract]      
Total at end of period 1,720,100,000 2,152,524,000  
Continuous Unrealized Loss Portion, Fair Value [Abstract]      
Less than 12 months 316,655,000 505,311,000  
12 months or greater 358,086,000 211,684,000  
Total investment portfolio 674,741,000 716,995,000  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months (3,875,000) (3,624,000)  
12 months or greater (7,110,000) (5,125,000)  
Total investment portfolio (10,985,000) (8,749,000)  
Corporate debt securities      
Available-for-sale Debt Securities, Amortized Cost Basis [Abstract]      
Total at end of period 2,439,173,000 2,065,475,000  
Gross Unrealized Gains 2,103,000 10,532,000  
Gross Unrealized Losses (40,514,000) (9,169,000)  
Total at end of period 2,400,762,000 2,066,838,000  
Maturities, Amortized Cost [Abstract]      
Total at end of period 2,439,173,000 2,065,475,000  
Maturities, Fair Value [Abstract]      
Total at end of period 2,400,762,000 2,066,838,000  
Continuous Unrealized Loss Portion, Fair Value [Abstract]      
Less than 12 months 1,272,279,000 932,350,000  
12 months or greater 785,627,000 200,716,000  
Total investment portfolio 2,057,906,000 1,133,066,000  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months (18,130,000) (4,288,000)  
12 months or greater (22,384,000) (4,881,000)  
Total investment portfolio (40,514,000) (9,169,000)  
ABS      
Available-for-sale Debt Securities, Amortized Cost Basis [Abstract]      
Total at end of period 111,953,000 4,925,000  
Gross Unrealized Gains 226,000 0  
Gross Unrealized Losses (146,000) (2,000)  
Total at end of period 112,033,000 4,923,000  
Maturities, Amortized Cost [Abstract]      
Debt securities without single maturity date 111,953,000    
Total at end of period 111,953,000 4,925,000  
Maturities, Fair Value [Abstract]      
Debt securities without single maturity date 112,033,000    
Total at end of period 112,033,000 4,923,000  
Continuous Unrealized Loss Portion, Fair Value [Abstract]      
Less than 12 months 51,324,000 4,923,000  
12 months or greater 0 0  
Total investment portfolio 51,324,000 4,923,000  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months (146,000) (2,000)  
12 months or greater 0 0  
Total investment portfolio (146,000) (2,000)  
RMBS      
Available-for-sale Debt Securities, Amortized Cost Basis [Abstract]      
Total at end of period 189,238,000 189,153,000  
Gross Unrealized Gains 32,000 60,000  
Gross Unrealized Losses (10,309,000) (7,364,000)  
Total at end of period 178,961,000 181,849,000  
Maturities, Amortized Cost [Abstract]      
Debt securities without single maturity date 189,238,000    
Total at end of period 189,238,000 189,153,000  
Maturities, Fair Value [Abstract]      
Debt securities without single maturity date 178,961,000    
Total at end of period 178,961,000 181,849,000  
Continuous Unrealized Loss Portion, Fair Value [Abstract]      
Less than 12 months 24,000 14,979,000  
12 months or greater 178,573,000 166,329,000  
Total investment portfolio 178,597,000 181,308,000  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months 0 (280,000)  
12 months or greater (10,309,000) (7,084,000)  
Total investment portfolio (10,309,000) (7,364,000)  
CMBS      
Available-for-sale Debt Securities, Amortized Cost Basis [Abstract]      
Total at end of period 276,352,000 301,014,000  
Gross Unrealized Gains 888,000 1,204,000  
Gross Unrealized Losses (9,580,000) (4,906,000)  
Total at end of period 267,660,000 297,312,000  
Maturities, Amortized Cost [Abstract]      
Debt securities without single maturity date 276,352,000    
Total at end of period 276,352,000 301,014,000  
Maturities, Fair Value [Abstract]      
Debt securities without single maturity date 267,660,000    
Total at end of period 267,660,000 297,312,000  
Continuous Unrealized Loss Portion, Fair Value [Abstract]      
Less than 12 months 65,704,000 51,096,000  
12 months or greater 163,272,000 138,769,000  
Total investment portfolio 228,976,000 189,865,000  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months (1,060,000) (358,000)  
12 months or greater (8,520,000) (4,548,000)  
Total investment portfolio (9,580,000) (4,906,000)  
CLOs      
Available-for-sale Debt Securities, Amortized Cost Basis [Abstract]      
Total at end of period 310,587,000 100,798,000  
Gross Unrealized Gains 2,000 304,000  
Gross Unrealized Losses (5,294,000) (79,000)  
Total at end of period 305,295,000 101,023,000  
Maturities, Amortized Cost [Abstract]      
Debt securities without single maturity date 310,587,000    
Total at end of period 310,587,000 100,798,000  
Maturities, Fair Value [Abstract]      
Debt securities without single maturity date 305,295,000    
Total at end of period 305,295,000 101,023,000  
Continuous Unrealized Loss Portion, Fair Value [Abstract]      
Less than 12 months 296,497,000 14,243,000  
12 months or greater 0 3,568,000  
Total investment portfolio 296,497,000 17,811,000  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months (5,294,000) (7,000)  
12 months or greater 0 (72,000)  
Total investment portfolio (5,294,000) (79,000)  
Equity securities      
Equity Securities, FV-NI, Gain (Loss) [Abstract]      
Equity securities, cost 3,993,000    
Gross gains 11,000    
Gross losses (72,000)    
Equity securities, at fair value 3,932,000    
Proceeds from sale of equity securities 4,900,000    
Gross realized gains on equity securities 3,700,000    
Recognized net losses on equity securities still held $ 84,000    
Available-for-sale Equity Securities, Amortized Cost Basis [Abstract]      
Equity securities, cost   7,223,000  
Gross gains   39,000  
Gross losses   (16,000)  
Equity securities, at fair value   7,246,000  
Continuous Unrealized Loss Portion, Fair Value [Abstract]      
Less than 12 months   226,000  
12 months or greater   431,000  
Total investment portfolio   657,000  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months   (2,000)  
12 months or greater   (14,000)  
Total investment portfolio   $ (16,000)