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Fair Value Measurement - Level 3 Assets (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation:    
Beginning Balance $ 17,820 $ 15,257
Total gains (losses) realized and unrealized:    
Included in other comprehensive income (300) 586
Purchases 15,643 17,153
Sales (5,749) (7,249)
Transfers in 2,320 2,818
Transfers out (10,343) (10,078)
Ending Balance 19,098 17,820
Change in unrealized gains (losses) included in earnings for the above period for Level 3 assets held at period-end 0 0
State and municipal bonds    
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation:    
Beginning Balance 0 0
Total gains (losses) realized and unrealized:    
Included in other comprehensive income 0 0
Purchases 0 0
Sales 0 (410)
Transfers in 0 900
Transfers out 0 0
Ending Balance   0
Change in unrealized gains (losses) included in earnings for the above period for Level 3 assets held at period-end 0 0
Corporate debt    
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation:    
Beginning Balance 14,810 14,500
Total gains (losses) realized and unrealized:    
Included in other comprehensive income (369) 531
Purchases 13,016 8,900
Sales (4,837) (3,837)
Transfers in 999 0
Transfers out (9,766) (5,116)
Ending Balance 13,703 14,810
Change in unrealized gains (losses) included in earnings for the above period for Level 3 assets held at period-end 0 0
Asset-backed Securities    
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation:    
Beginning Balance 3,007 757
Total gains (losses) realized and unrealized:    
Included in other comprehensive income (71) 8
Purchases 2,627 6,500
Sales 0 (1,452)
Transfers in 0 1,000
Transfers out (577) (3,806)
Ending Balance 4,986 3,007
Change in unrealized gains (losses) included in earnings for the above period for Level 3 assets held at period-end 0 0
Other investments    
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation:    
Beginning Balance 3 0
Total gains (losses) realized and unrealized:    
Included in other comprehensive income 140 47
Purchases 0 1,753
Sales (912) (1,550)
Transfers in 1,321 918
Transfers out 0 (1,156)
Ending Balance 409 3
Change in unrealized gains (losses) included in earnings for the above period for Level 3 assets held at period-end 0 0
Net investment income    
Total gains (losses) realized and unrealized:    
Included in earnings (163) (102)
Net investment income | State and municipal bonds    
Total gains (losses) realized and unrealized:    
Included in earnings 0 0
Net investment income | Corporate debt    
Total gains (losses) realized and unrealized:    
Included in earnings (163) (93)
Net investment income | Asset-backed Securities    
Total gains (losses) realized and unrealized:    
Included in earnings 0 0
Net investment income | Other investments    
Total gains (losses) realized and unrealized:    
Included in earnings 0 (9)
Net realized investment gains (losses)    
Total gains (losses) realized and unrealized:    
Included in earnings (130) (565)
Net realized investment gains (losses) | State and municipal bonds    
Total gains (losses) realized and unrealized:    
Included in earnings 0 (490)
Net realized investment gains (losses) | Corporate debt    
Total gains (losses) realized and unrealized:    
Included in earnings 13 (75)
Net realized investment gains (losses) | Asset-backed Securities    
Total gains (losses) realized and unrealized:    
Included in earnings 0 0
Net realized investment gains (losses) | Other investments    
Total gains (losses) realized and unrealized:    
Included in earnings $ (143) $ 0