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Deposits - Additional Information (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Deposits [Abstract]      
Stable interest-bearing deposits $ 1,500,000    
Aggregate of deposits of individual depositors 5,400,000    
Brokered deposit placement fee 10,100 $ 10,500 $ 10,300
Third party broker fees paid 4,400 4,100 $ 15,200
Deposits exceeding FDIC insurance limits 304,500 709,900  
Accrued interest on deposits 18,900 15,700  
Deposits - non-interest bearing $ 677 $ 701