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Investments - Net Unrealized Investment Gains and Losses on Fixed Maturities and Equity Securities (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
AOCI Attributable to Parent, Net of Tax [Roll Forward]      
Beginning balance $ 1,290,550 $ 1,501,573  
Change in unrealized investment gains (losses) on fixed maturity securities 133,507 (188,195) $ 74,405
Cumulative effect of change in accounting principle 0 (15,041) 0
Ending balance 1,567,285 1,290,550 1,501,573
Net unrealized investment gains (losses) on securities      
AOCI Attributable to Parent, Net of Tax [Roll Forward]      
Beginning balance 96,941 300,177 175,738
Cumulative effect of change in accounting principle 15,000 (15,041)  
Ending balance 230,448 96,941 300,177
Net unrealized investment gains (losses) on securities | Fixed maturity securities      
AOCI Attributable to Parent, Net of Tax [Roll Forward]      
Beginning balance 111,712 286,176 202,941
Change in unrealized investment gains (losses) on fixed maturity securities 277,062 (172,350) 80,073
Reclassification of net investment (gains) losses on securities to net income (124,364) 12,927 3,162
Ending balance $ 264,410 $ 111,712 $ 286,176