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Investments (Details)
$ in Thousands
12 Months Ended
Dec. 31, 2020
USD ($)
security
Dec. 31, 2019
USD ($)
security
Dec. 31, 2018
USD ($)
Debt Securities, Available-for-sale [Line Items]      
Total at end of period $ 6,317,164 $ 5,562,550  
Total at end of period 6,661,596 5,737,892  
Assets held by insurance regulatory requirements 14,100 13,900  
Assets held in trust for the benefit of contractual counterparties $ 165,900 88,900  
Collateral pledged to principal balance of FHLB advance (as a percent) 102.00%    
Collateral pledged for FHLB advance $ 163,900    
Maturities, Amortized Cost [Abstract]      
Due in one year or less 390,510    
Due after one year through five years 1,945,158    
Due after five years through ten years 1,280,760    
Due after ten years 1,448,209    
Total debt securities with single maturity date 5,064,637    
Total at end of period 6,317,164 5,562,550  
Maturities, Fair Value [Abstract]      
Due in one year or less 393,286    
Due after one year through five years 2,033,183    
Due after five years through ten years 1,402,640    
Due after ten years 1,556,643    
Total debt securities with single maturity date 5,385,752    
Total at end of period 6,661,596 5,737,892  
Equity Securities, FV-NI, Gain (Loss) [Abstract]      
Equity securities, cost 17,522 17,188  
Equity securities, at fair value (cost, 2020 - $17,522; 2019 - $17,188) 18,215 17,328  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months 300,911 624,334  
12 months or greater 80,269 379,411  
Total 381,180 1,003,745  
Less than 12 months (3,827) (5,426)  
12 months or greater (832) (4,476)  
Total $ (4,659) $ (9,902)  
Number of securities in unrealized loss position | security 109 217  
For securities in an unrealized loss position, percentage of fair value to amortized cost (in hundredths) 99.00%    
For securities in an unrealized loss position, percentage backed by the U.S. Government (in hundredths) 27.00%    
Total fixed income securities      
Debt Securities, Available-for-sale [Line Items]      
Total at end of period $ 6,317,164 $ 5,562,550  
Allowance for Expected Credit Loss (49)    
Gross Unrealized Gains 349,140 185,244  
Gross Unrealized Losses (4,659) (9,902)  
Total at end of period 6,661,596 5,737,892  
Maturities, Amortized Cost [Abstract]      
Total at end of period 6,317,164 5,562,550  
Maturities, Fair Value [Abstract]      
Total at end of period 6,661,596 5,737,892  
Proceeds from sale of fixed income securities available for sale 803,400 228,100 $ 365,600
Gross realized gains 21,300 7,100 700
Gross realized losses 8,800 3,500 3,800
Debt Securities, Available for Sale, Impairment Charges Intent To Sell No Allowance Previously Recorded Recognized in Net Realized Investment Gains Losses 300    
Increase in credit allowance for the period 49    
Recognized other than temporary impairments   100 $ 1,800
U.S. Treasury securities and obligations of U.S. government corporations and agencies      
Debt Securities, Available-for-sale [Line Items]      
Total at end of period 264,531 195,176  
Allowance for Expected Credit Loss 0    
Gross Unrealized Gains 1,164 1,237  
Gross Unrealized Losses (2) (210)  
Total at end of period 265,693 196,203  
Maturities, Amortized Cost [Abstract]      
Total at end of period 264,531 195,176  
Maturities, Fair Value [Abstract]      
Total at end of period 265,693 196,203  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months 2,690 57,301  
12 months or greater 0 5,806  
Total 2,690 63,107  
Less than 12 months (2) (200)  
12 months or greater 0 (10)  
Total (2) (210)  
Obligations of U.S. states and political subdivisions      
Debt Securities, Available-for-sale [Line Items]      
Total at end of period 2,083,568 1,555,394  
Allowance for Expected Credit Loss 0    
Gross Unrealized Gains 166,557 99,328  
Gross Unrealized Losses (256) (857)  
Total at end of period 2,249,869 1,653,865  
Maturities, Amortized Cost [Abstract]      
Total at end of period 2,083,568 1,555,394  
Maturities, Fair Value [Abstract]      
Total at end of period 2,249,869 1,653,865  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months 31,416 74,859  
12 months or greater 0 6,957  
Total 31,416 81,816  
Less than 12 months (256) (847)  
12 months or greater 0 (10)  
Total (256) (857)  
Corporate debt securities      
Debt Securities, Available-for-sale [Line Items]      
Total at end of period 2,690,860 2,711,910  
Allowance for Expected Credit Loss 0    
Gross Unrealized Gains 155,156 76,220  
Gross Unrealized Losses (1,728) (3,008)  
Total at end of period 2,844,288 2,785,122  
Maturities, Amortized Cost [Abstract]      
Total at end of period 2,690,860 2,711,910  
Maturities, Fair Value [Abstract]      
Total at end of period 2,844,288 2,785,122  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months 44,968 221,357  
12 months or greater 0 43,505  
Total 44,968 264,862  
Less than 12 months (1,728) (2,847)  
12 months or greater 0 (161)  
Total (1,728) (3,008)  
ABS      
Debt Securities, Available-for-sale [Line Items]      
Total at end of period 203,807 227,376  
Allowance for Expected Credit Loss (49)    
Gross Unrealized Gains 2,946 2,466  
Gross Unrealized Losses (18) (178)  
Total at end of period 206,686 229,664  
Maturities, Amortized Cost [Abstract]      
Debt securities without single maturity date 203,807    
Total at end of period 203,807 227,376  
Maturities, Fair Value [Abstract]      
Debt securities without single maturity date 206,686    
Total at end of period 206,686 229,664  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months 14,929 21,542  
12 months or greater 0 3,851  
Total 14,929 25,393  
Less than 12 months (18) (118)  
12 months or greater 0 (60)  
Total (18) (178)  
RMBS      
Debt Securities, Available-for-sale [Line Items]      
Total at end of period 425,532 271,384  
Allowance for Expected Credit Loss 0    
Gross Unrealized Gains 6,472 429  
Gross Unrealized Losses (838) (3,227)  
Total at end of period 431,166 268,586  
Maturities, Amortized Cost [Abstract]      
Debt securities without single maturity date 425,532    
Total at end of period 425,532 271,384  
Maturities, Fair Value [Abstract]      
Debt securities without single maturity date 431,166    
Total at end of period 431,166 268,586  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months 98,409 105,443  
12 months or greater 3,566 110,452  
Total 101,975 215,895  
Less than 12 months (773) (461)  
12 months or greater (65) (2,766)  
Total (838) (3,227)  
CMBS      
Debt Securities, Available-for-sale [Line Items]      
Total at end of period 312,572 274,234  
Allowance for Expected Credit Loss 0    
Gross Unrealized Gains 16,055 5,531  
Gross Unrealized Losses (1,125) (779)  
Total at end of period 327,502 278,986  
Maturities, Amortized Cost [Abstract]      
Debt securities without single maturity date 312,572    
Total at end of period 312,572 274,234  
Maturities, Fair Value [Abstract]      
Debt securities without single maturity date 327,502    
Total at end of period 327,502 278,986  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months 13,212 62,388  
12 months or greater 2,799 11,852  
Total 16,011 74,240  
Less than 12 months (789) (728)  
12 months or greater (336) (51)  
Total (1,125) (779)  
CLOs      
Debt Securities, Available-for-sale [Line Items]      
Total at end of period 310,616 327,076  
Allowance for Expected Credit Loss 0    
Gross Unrealized Gains 566 33  
Gross Unrealized Losses (692) (1,643)  
Total at end of period 310,490 325,466  
Maturities, Amortized Cost [Abstract]      
Debt securities without single maturity date 310,616    
Total at end of period 310,616 327,076  
Maturities, Fair Value [Abstract]      
Debt securities without single maturity date 310,490    
Total at end of period 310,490 325,466  
Continuous Unrealized Loss Portion, Unrealized Loses [Abstract]      
Less than 12 months 95,287 81,444  
12 months or greater 73,904 196,988  
Total 169,191 278,432  
Less than 12 months (261) (225)  
12 months or greater (431) (1,418)  
Total (692) (1,643)  
Debt securities issued by foreign sovereign governments      
Debt Securities, Available-for-sale [Line Items]      
Total at end of period 4,485    
Allowance for Expected Credit Loss 0    
Gross Unrealized Gains 224    
Gross Unrealized Losses 0    
Total at end of period 4,709    
Maturities, Amortized Cost [Abstract]      
Total at end of period 4,485    
Maturities, Fair Value [Abstract]      
Total at end of period 4,709    
Other investments      
Debt Securities, Available-for-sale [Line Items]      
Total at end of period 21,193    
Allowance for Expected Credit Loss 0    
Gross Unrealized Gains 0    
Gross Unrealized Losses 0    
Total at end of period 21,193    
Maturities, Amortized Cost [Abstract]      
Total at end of period 21,193    
Maturities, Fair Value [Abstract]      
Total at end of period 21,193    
Equity securities      
Equity Securities, FV-NI, Gain (Loss) [Abstract]      
Equity securities, cost 17,522 17,188  
Gross gains 695 154  
Gross losses (2) (14)  
Equity securities, at fair value (cost, 2020 - $17,522; 2019 - $17,188) 18,215 17,328  
Proceeds from sale of equity securities 25,700 1,700  
Gross realized gains on equity securities 1,800 1,600  
Gross realized losses on equity securities 400 0  
Recognized net gains (losses) on equity securities still held $ 600 $ 200