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Borrowings and Other Short-Term Liabilities - Short/Long-term and Other Short-term Borrowings (Details) - USD ($)
$ in Thousands
9 Months Ended
Sep. 30, 2018
Dec. 31, 2017
Long-term borrowings:    
Amount $ 430,971 $ 372,882
Weighted Average Rate 2.10% 1.47%
Total borrowings $ 2,100,971 $ 2,372,882
Total short-term and long-term borrowings, Weighted Average Rate 2.19% 1.40%
FHLB advances: 2.14% - 2.27% fixed-rate notes | Minimum    
Long-term borrowings:    
Stated interest rate 2.14%  
FHLB advances: 2.14% - 2.27% fixed-rate notes | Maximum    
Long-term borrowings:    
Stated interest rate 2.27%  
FHLB Advances | FHLB advances: 0.92% - 7.44% fixed-rate notes due 2017 to 2020    
Long-term borrowings:    
Amount $ 415,118 $ 337,204
Weighted Average Rate 2.00% 1.26%
Advances payable from Federal Home Loan Banks $ 415,000 $ 337,000
Purchase accounting premiums $ 100 200
FHLB Advances | FHLB advances: 0.92% - 7.44% fixed-rate notes due 2017 to 2020 | Minimum    
Long-term borrowings:    
Stated interest rate 1.00%  
FHLB Advances | FHLB advances: 0.92% - 7.44% fixed-rate notes due 2017 to 2020 | Maximum    
Long-term borrowings:    
Stated interest rate 2.72%  
Line of Credit    
Long-term borrowings:    
Amount $ 0 $ 19,963
Weighted Average Rate 0.00% 3.10%
Spread on variable rate 1.75%  
Subordinated debt obligations | Subordinated debt obligations: floating-rate based on three-month LIBOR plus 1.45% - 2.85% due 2034 to 2035    
Long-term borrowings:    
Amount $ 11,535 $ 11,425
Weighted Average Rate 4.55% 3.69%
Advances payable $ 15,000 $ 15,000
Purchase accounting discounts $ 3,500 3,600
Subordinated debt obligations | Subordinated debt obligations: floating-rate based on three-month LIBOR plus 1.45% - 2.85% due 2034 to 2035 | Minimum    
Long-term borrowings:    
Spread on variable rate 1.45%  
Subordinated debt obligations | Subordinated debt obligations: floating-rate based on three-month LIBOR plus 1.45% - 2.85% due 2034 to 2035 | Maximum    
Long-term borrowings:    
Spread on variable rate 2.85%  
Subordinated debt obligations | Subordinated debt obligations: floating-rate based on three-month LIBOR plus 3.25% due in 2032    
Long-term borrowings:    
Amount $ 4,318 $ 4,290
Weighted Average Rate 5.59% 4.59%
Spread on variable rate 3.25%  
Advances payable $ 5,000 $ 5,000
Purchase accounting discounts 700 700
Collateralized customer deposits    
Short-term borrowings:    
Amount $ 377,471 $ 415,236
Weighted Average Rate 0.71% 0.44%
FHLB Advances | FHLB advances: 2.14% - 2.27% fixed-rate notes    
Short-term borrowings:    
Amount $ 1,670,000 $ 2,000,000
Weighted Average Rate 2.21% 1.39%