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Changes in Accumulated Other Comprehensive Income by Component - Reclassification Adjustments Out of Accumulated Other Comprehensive Income (Loss) (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2017
Sep. 30, 2016
Sep. 30, 2017
Sep. 30, 2016
Reclassification Adjustment out of Accumulated Other Comprehensive Income [Line Items]        
Tax expense (benefit) $ 9,458 $ 10,860 $ 30,247 $ 32,761
Net income 23,472 19,711 68,040 57,097
Realized Gains (Losses) on Sale of Available-for-sale Securities | Amounts Reclassified from Accumulated Other Comprehensive Income        
Reclassification Adjustment out of Accumulated Other Comprehensive Income [Line Items]        
Gains (losses) from the sale of available-for-sale securities 171 (17) (2) 226
Tax expense (benefit) (54) 8 1 (82)
Net income $ 117 $ (9) $ (1) $ 144