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Summary of Significant Accounting Policies - Accumulated Other Comprehensive Income (Loss) (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
AOCI Attributable to Parent, Net of Tax [Roll Forward]      
Beginning balance $ 1,293,982 $ 1,264,661  
Other comprehensive income (loss) before reclassifications 71,978 3,912 $ (113,644)
Amounts reclassified from accumulated other comprehensive income (loss) 3,161 (3,364) (7,584)
Reclassification of deferred taxes 47,900    
Net current period other comprehensive income (loss) 123,039    
Other comprehensive income (loss) 75,139 548 (121,228)
Ending balance 1,501,573 1,293,982 1,264,661
Stranded deferred tax assets (2,134)    
Stranded deferred tax liabilities 50,034    
Retained earnings      
AOCI Attributable to Parent, Net of Tax [Roll Forward]      
Beginning balance 1,155,732 1,116,277 1,065,318
Reclassification of deferred taxes (47,900) 0 0
Ending balance 1,231,177 1,155,732 1,116,277
Total      
AOCI Attributable to Parent, Net of Tax [Roll Forward]      
Beginning balance 163,921 163,373 284,601
Reclassification of deferred taxes 47,900 0 0
Ending balance 286,960 163,921 163,373
Unrealized Gains and Losses on Fixed Maturity and Equity Securities      
AOCI Attributable to Parent, Net of Tax [Roll Forward]      
Beginning balance 175,738 175,167 297,554
Other comprehensive income (loss) before reclassifications 71,244 3,935 (114,803)
Amounts reclassified from accumulated other comprehensive income (loss) 3,161 (3,364) (7,584)
Reclassification of deferred taxes 50,034    
Net current period other comprehensive income (loss) 124,439    
Other comprehensive income (loss)   571 (122,387)
Ending balance 300,177 175,738 175,167
Defined Benefit Plans      
AOCI Attributable to Parent, Net of Tax [Roll Forward]      
Beginning balance (11,817) (11,794) (12,953)
Other comprehensive income (loss) before reclassifications 734 (23) 1,159
Amounts reclassified from accumulated other comprehensive income (loss) 0 0 0
Reclassification of deferred taxes (2,134)    
Net current period other comprehensive income (loss) (1,400)    
Other comprehensive income (loss)   (23) 1,159
Ending balance $ (13,217) $ (11,817) $ (11,794)