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Investment Securities - Qualified Affordable Housing Projects (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Investments in Affordable Housing Projects [Abstract]      
Investments in qualified affordable housing projects, net $ 318,575 $ 174,214  
Other liabilities 205,685 100,891  
Investment Holdings [Line Items]      
Tax credits and other tax benefits recognized 24,047 17,296 $ 15,404
Amortization expense included in provision for income taxes $ 18,876 17,362 $ 12,145
Low Income Housing Tax Credit Funds      
Investment Holdings [Line Items]      
Cumulative effect adjustment   $ 3,800