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Borrowings - Other Borrowings (Details) - USD ($)
$ in Thousands
9 Months Ended
Sep. 30, 2017
Dec. 31, 2016
Long-term borrowings:    
Amount $ 397,845 $ 597,847
Weighted Average Rate 1.56% 1.63%
Total borrowings $ 2,712,442 $ 1,765,894
Total short-term and long-term borrowings, Weighted Average Rate 1.14% 0.89%
FHLB advances: 1.20% - 1.22% fixed-rate notes | Minimum    
Long-term borrowings:    
Stated interest rate 1.20%  
FHLB advances: 1.20% - 1.22% fixed-rate notes | Maximum    
Long-term borrowings:    
Stated interest rate 1.22%  
FHLB Advances | FHLB advances: 0.92% - 7.44% fixed-rate notes due 2017 to 2020    
Long-term borrowings:    
Amount $ 339,255 $ 438,538
Weighted Average Rate 1.28% 1.24%
Advances payable from Federal Home Loan Banks $ 338,900 $ 437,800
Purchase accounting premiums $ 400 700
FHLB Advances | FHLB advances: 0.92% - 7.44% fixed-rate notes due 2017 to 2020 | Minimum    
Long-term borrowings:    
Stated interest rate 0.92%  
FHLB Advances | FHLB advances: 0.92% - 7.44% fixed-rate notes due 2017 to 2020 | Maximum    
Long-term borrowings:    
Stated interest rate 7.44%  
Securities sold under agreements to repurchase    
Long-term borrowings:    
Amount $ 3,000  
Securities sold under agreements to repurchase | Securities sold under agreements to repurchase: 1.48% - 2.75% fixed-rate notes due in 2017    
Long-term borrowings:    
Amount $ 3,005 $ 19,144
Weighted Average Rate 2.75% 3.17%
Purchase accounting premiums $ 5 $ 100
Advances payable $ 3,000 19,000
Securities sold under agreements to repurchase | Securities sold under agreements to repurchase: 1.48% - 2.75% fixed-rate notes due in 2017 | Minimum    
Long-term borrowings:    
Stated interest rate 1.48%  
Securities sold under agreements to repurchase | Securities sold under agreements to repurchase: 1.48% - 2.75% fixed-rate notes due in 2017 | Maximum    
Long-term borrowings:    
Stated interest rate 2.75%  
Line of credit    
Long-term borrowings:    
Amount $ 39,914 $ 124,625
Weighted Average Rate 2.98% 2.52%
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 $ 11,390 $ 11,285
Weighted Average Rate 3.49% 3.14%
Advances payable $ 15,000 $ 15,000
Purchase accounting discounts $ 3,600 3,700
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 $ 4,281 $ 4,255
Weighted Average Rate 4.55% 4.25%
Spread on variable rate 3.25%  
Advances payable $ 5,000 $ 5,000
Purchase accounting discounts 700 700
Securities sold under agreements to repurchase    
Short-term borrowings:    
Amount $ 414,597 $ 343,047
Weighted Average Rate 0.44% 0.16%
FHLB Advances | FHLB advances: 1.20% - 1.22% fixed-rate notes    
Short-term borrowings:    
Amount $ 1,900,000 $ 825,000
Weighted Average Rate 1.21% 0.65%