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Income Taxes - Reconciliation of Tax Expense at Effective Tax Rate (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Income Tax Expense, Continuing Operations Income Tax Reconciliation [Abstract]      
Tax expense at the statutory tax rate $ 54,900 $ 50,800 $ 45,700
Increase (decrease) in tax resulting from:      
Tax-exempt income (4,500) (4,400) (4,100)
State income tax, net of federal income tax benefit 4,900 4,300 3,800
Benefit of stock-based compensation plans (2,600) 0 0
Federal tax credits (2,400) (2,100) (2,300)
Benefit due to enactment of federal tax reform (2,200) 0 0
Other, net 2,200 1,000 600
Total income tax expense $ 50,201 $ 49,623 $ 43,662