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Deposits - Interest Bearing Deposits (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Interest-bearing Deposit Liabilities, Domestic, by Component [Abstract]    
Money market $ 7,731,966 $ 7,129,404
Savings 738,243 834,521
Certificates of deposit 7,034,121 5,471,065
Deposits - interest bearing $ 15,504,330 $ 13,434,990
Year-End Weighted Average Stated Rate    
Money market 1.80% 1.22%
Savings 1.10% 0.84%
Certificates of deposit 1.93% 1.41%