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Deposits - Additional Information (Details) - USD ($)
$ in Millions
3 Months Ended 9 Months Ended
Sep. 30, 2017
Sep. 30, 2016
Sep. 30, 2017
Sep. 30, 2016
Dec. 31, 2016
Banking and Thrift [Abstract]          
Stable interest-bearing deposits, total $ 5,500.0   $ 5,500.0    
Brokered deposit placement fee 2.5 $ 2.6 6.8 $ 7.8  
Third party broker fees paid 4.4 $ 1.1 9.7 $ 4.0  
Deposits exceeding FDIC insurance limits 422.4   422.4   $ 304.5
Accrued interest on deposits $ 28.2   $ 28.2   $ 18.9