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Fair Value Measurements - Segregated by Level of Valuation Inputs (Details) - USD ($)
$ in Thousands
Jun. 30, 2019
Dec. 31, 2018
Financial assets:    
Cash and cash equivalents $ 420,207 $ 239,973
Securities held to maturity 15,934 603,360
Portfolio loans, net 6,480,751 5,517,780
Financial liabilities:    
Short-term borrowings 30,761  
Junior subordinated debt owed to unconsolidated trusts 71,230 71,155
Level 1 | Carrying Amount    
Financial assets:    
Cash and cash equivalents 420,207 239,973
Level 1 | Fair Value    
Financial assets:    
Cash and cash equivalents 420,207 239,973
Level 2 | Carrying Amount    
Financial assets:    
Securities held to maturity 15,708 608,660
Accrued interest receivable 28,614 22,314
Financial liabilities:    
Time deposits 1,749,811 1,497,003
Securities sold under agreements to repurchase 190,846 185,796
Short-term borrowings 30,761  
Long-term debt 86,772 50,000
Junior subordinated debt owed to unconsolidated trusts 71,230 71,155
Accrued interest payable 7,380 6,568
Level 2 | Fair Value    
Financial assets:    
Securities held to maturity 15,934 603,360
Accrued interest receivable 28,614 22,314
Financial liabilities:    
Time deposits 1,747,766 1,482,301
Securities sold under agreements to repurchase 190,846 185,796
Short-term borrowings 30,748  
Long-term debt 86,873 49,873
Junior subordinated debt owed to unconsolidated trusts 65,073 65,182
Accrued interest payable 7,380 6,568
Level 3 | Carrying Amount    
Financial assets:    
Portfolio loans, net 6,480,751 5,517,780
Mortgage servicing rights 8,692 3,315
Other servicing rights 845 781
Level 3 | Fair Value    
Financial assets:    
Portfolio loans, net 6,447,502 5,473,063
Mortgage servicing rights 12,772 11,051
Other servicing rights 1,434 1,443
Level 3 | Senior notes | Carrying Amount    
Financial liabilities:    
Long-term debt 39,607 39,539
Level 3 | Senior notes | Fair Value    
Financial liabilities:    
Long-term debt 40,419 39,452
Level 3 | Subordinated debt | Carrying Amount    
Financial liabilities:    
Long-term debt 59,197 59,147
Level 3 | Subordinated debt | Fair Value    
Financial liabilities:    
Long-term debt $ 59,719 $ 58,186