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Income Taxes - Reconciliation of Expected Tax Benefit with Income Tax Benefit Relating to Loss before Income Taxes (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Tax rate applied to income before income taxes $ 27,720 $ 15,431 $ 12,484
Increase (decrease) resulting from the effects of:      
Tax law change 8,552 0 0
Nondeductible acquisition costs 657 217 441
Tax exempt interest on obligations of states and political subdivisions and bank owned life insurance (1,445) (1,215) (761)
State income taxes (1,007) (726) (746)
Nontaxable bargain purchase gain 0 0 (146)
Tax credit investments (165) (55) 0
Stock compensation (1,027) (731) 127
Other 173 (105) (3)
Federal tax provision 33,458 12,816 11,396
State tax provision 2,878 2,073 2,131
Total income tax provision $ 36,336 $ 14,889 $ 13,527