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Loss Reserves - Reconciliation of Changes in Loss Reserves (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Loss Reserve [Roll Forward]        
Reserve at beginning of year $ 985,635 $ 1,438,813 $ 1,893,402  
Less reinsurance recoverable 33,328 48,474 50,493 $ 44,487
Net reserve at beginning of year 640,691 937,161 1,388,320 $ 1,848,915
Losses incurred: [Abstract]        
Current year 203,928 284,913 387,815  
Prior years (167,366) (231,204) (147,658)  
Total losses incurred 36,562 53,709 240,157  
Losses paid [Abstract]        
Current year 7,298 11,267 14,823  
Prior years 327,743 493,300 689,258  
Reinsurance terminations (2,009) 301 (3,329)  
Total losses paid 333,032 504,868 700,752  
Reserve at end of year $ 674,019 $ 985,635 $ 1,438,813