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Income Taxes - Schedule of Income Tax Rate Reconciliation (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2016
Sep. 30, 2016
Jun. 30, 2016
Mar. 31, 2016
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Increase (reduction) in income tax resulting from:                      
Income tax expense at statutory rate                 $ 30,281 $ 26,194 $ 20,440
Tax-exempt income, net                 (961) (945) (931)
State and local income taxes, net                 1,676 1,673 1,414
Bank-owned life insurance, net                 (715) (544) (462)
Non-deductible expenses                 407 263 259
Change in estimated rate for deferred taxes                 12,117 302 0
Tax benefits of LIHTC investments, net                 (257) (181) (179)
Other, net                 (379) (760) (590)
Effective Income Tax Rate Reconciliation, Tax Credit, Amount                 (2,141) 0 0
Effective Income Tax Rate Reconciliation, Tax Credit, Other, Amount                 (1,701) 0 0
Total income tax expense $ 19,820 $ 7,856 $ 5,545 $ 5,106 $ 7,053 $ 6,316 $ 6,747 $ 5,886 $ 38,327 $ 26,002 $ 19,951