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Fair Value Measurements - Estimated Fair Values and Related Carrying Amounts of Financial Instruments (Details) - USD ($)
$ in Thousands
Mar. 31, 2020
Dec. 31, 2019
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Held-to-maturity securities $ 55,714 $ 41,855
Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 1,737,199 996,623
Interest bearing balances due from banks - time 4,309 4,554
Held-to-maturity securities 53,968 40,927
Mortgage loans held for sale 49,984 58,102
Interest receivable 57,039 62,707
Loans, net 14,131,082 14,357,460
Federal funds purchased and securities sold under agreements to repurchase 377,859 150,145
Other borrowings 1,396,829 1,297,599
Subordinated notes and debentures 388,396 388,260
Interest payable 15,258 12,898
Carrying Amount | Non-interest bearing transaction accounts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 3,572,244 3,741,093
Carrying Amount | Interest bearing transaction accounts and savings deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 8,840,678 9,090,878
Carrying Amount | Time deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 3,146,811 3,276,969
Fair Value Measurements    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 1,737,199 996,623
Interest bearing balances due from banks - time 4,309 4,554
Held-to-maturity securities 55,714 41,855
Mortgage loans held for sale 49,984 58,102
Interest receivable 57,039 62,707
Loans, net 14,160,286 14,290,188
Federal funds purchased and securities sold under agreements to repurchase 377,859 150,145
Other borrowings 1,411,137 1,298,011
Subordinated notes and debentures 407,301 397,088
Interest payable 15,258 12,898
Fair Value Measurements | Non-interest bearing transaction accounts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 3,572,244 3,741,093
Fair Value Measurements | Interest bearing transaction accounts and savings deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 8,840,678 9,090,878
Fair Value Measurements | Time deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 3,163,694 3,270,333
Fair Value Measurements | Quoted Prices in Active Markets for Identical Assets (Level 1)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 1,737,199 996,623
Interest bearing balances due from banks - time 0 0
Held-to-maturity securities 0 0
Mortgage loans held for sale 0 0
Interest receivable 0 0
Loans, net 0 0
Federal funds purchased and securities sold under agreements to repurchase 0 0
Other borrowings 0 0
Subordinated notes and debentures 0 0
Interest payable 0 0
Fair Value Measurements | Quoted Prices in Active Markets for Identical Assets (Level 1) | Non-interest bearing transaction accounts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 0 0
Fair Value Measurements | Quoted Prices in Active Markets for Identical Assets (Level 1) | Interest bearing transaction accounts and savings deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 0 0
Fair Value Measurements | Quoted Prices in Active Markets for Identical Assets (Level 1) | Time deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 0 0
Fair Value Measurements | Significant Other Observable Inputs (Level 2)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 0 0
Interest bearing balances due from banks - time 4,309 4,554
Held-to-maturity securities 55,714 41,855
Mortgage loans held for sale 0 0
Interest receivable 57,039 62,707
Loans, net 0 0
Federal funds purchased and securities sold under agreements to repurchase 377,859 150,145
Other borrowings 1,411,137 1,298,011
Subordinated notes and debentures 407,301 397,088
Interest payable 15,258 12,898
Fair Value Measurements | Significant Other Observable Inputs (Level 2) | Non-interest bearing transaction accounts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 3,572,244 3,741,093
Fair Value Measurements | Significant Other Observable Inputs (Level 2) | Interest bearing transaction accounts and savings deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 8,840,678 9,090,878
Fair Value Measurements | Significant Other Observable Inputs (Level 2) | Time deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 0 0
Fair Value Measurements | Significant Unobservable Inputs (Level 3)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 0 0
Interest bearing balances due from banks - time 0 0
Held-to-maturity securities 0 0
Mortgage loans held for sale 49,984 58,102
Interest receivable 0 0
Loans, net 14,160,286 14,290,188
Federal funds purchased and securities sold under agreements to repurchase 0 0
Other borrowings 0 0
Subordinated notes and debentures 0 0
Interest payable 0 0
Fair Value Measurements | Significant Unobservable Inputs (Level 3) | Non-interest bearing transaction accounts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 0 0
Fair Value Measurements | Significant Unobservable Inputs (Level 3) | Interest bearing transaction accounts and savings deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 0 0
Fair Value Measurements | Significant Unobservable Inputs (Level 3) | Time deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits $ 3,163,694 $ 3,270,333