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Segment Information - Summary of Segment Activity (Details)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
USD ($)
Jun. 30, 2018
USD ($)
Jun. 30, 2019
USD ($)
segment
Jun. 30, 2018
USD ($)
Dec. 31, 2018
USD ($)
Segment Reporting Information [Line Items]          
Number of reportable segments | segment     4    
Number of operating segments | segment     3    
Summarized financial information for these segments          
Insurance premiums and contract charges earned $ 208,096 $ 205,610 $ 417,881 $ 408,608  
Net investment income 93,458 97,101 186,258 188,965  
Net income (loss) 93,822 5,917 125,988 26,072  
Assets 11,779,407   11,779,407   $ 11,031,896
Intersegment eliminations          
Summarized financial information for these segments          
Net investment income (179) (194) (365) (391)  
Assets (51,617)   (51,617)   (41,800)
Property and Casualty          
Summarized financial information for these segments          
Insurance premiums and contract charges earned 171,303 167,333 342,143 332,791  
Property and Casualty | Operating segments          
Summarized financial information for these segments          
Net investment income 12,643 10,300 22,861 19,816  
Net income (loss) 5,101 (10,896) 20,153 (1,174)  
Assets 1,281,344   1,281,344   1,236,362
Retirement          
Summarized financial information for these segments          
Insurance premiums and contract charges earned 6,931 7,825 15,509 15,893  
Retirement | Operating segments          
Summarized financial information for these segments          
Net investment income 62,684 67,787 127,423 131,956  
Net income (loss) (25,045) 14,141 (12,894) 25,562  
Assets 8,493,089   8,493,089   7,866,969
Life          
Summarized financial information for these segments          
Insurance premiums and contract charges earned 29,862 30,452 60,229 59,924  
Life | Operating segments          
Summarized financial information for these segments          
Net investment income 18,324 19,166 36,376 37,506  
Net income (loss) 5,239 5,879 8,516 9,666  
Assets 1,911,569   1,911,569   1,821,351
Corporate and Other          
Summarized financial information for these segments          
Net investment income (14) 42 (37) 78  
Net income (loss) 108,527 $ (3,207) 110,213 $ (7,982)  
Assets $ 145,022   $ 145,022   $ 149,014