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Income Taxes - Reconciliation of Provision for Income Taxes (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Reconciliation of the provision for income taxes, with amounts determined by applying the statutory federal income tax rate to pre-tax income      
Income tax at statutory rate $ 83,308 $ 77,977 $ 110,493
Change in tax rate 0 0 10,095
Tax-exempt interest (123) (1,305) (2,278)
(Decrease) increase in unrecognized tax benefits (3,088) 3,088 0
Other, net (213) 3,336 386
Income tax expense $ 79,884 $ 83,096 $ 118,696