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Fair Value Measurements - Estimated Fair Values and Related Carrying Amounts of Financial Instruments (Details) - USD ($)
$ in Thousands
Sep. 30, 2020
Dec. 31, 2019
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Held-to-maturity securities $ 49,064 $ 41,855
Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 2,522,131 996,623
Interest bearing balances due from banks - time 4,061 4,554
Held-to-maturity securities 47,102 40,927
Mortgage loans held for sale 192,729 58,102
Interest receivable 77,352 62,707
Loans, net 13,769,191 14,357,460
Federal funds purchased and securities sold under agreements to repurchase 313,694 150,145
Other borrowings 1,342,769 1,297,599
Subordinated notes and debentures 382,739 388,260
Interest payable 13,694 12,898
Carrying Amount | Non-interest bearing transaction accounts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 4,451,385 3,741,093
Carrying Amount | Interest bearing transaction accounts and savings deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 8,993,255 9,090,878
Carrying Amount | Time deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 2,802,007 3,276,969
Fair Value Measurements    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 2,522,131 996,623
Interest bearing balances due from banks - time 4,061 4,554
Held-to-maturity securities 49,064 41,855
Mortgage loans held for sale 192,729 58,102
Interest receivable 77,352 62,707
Loans, net 13,864,914 14,290,188
Federal funds purchased and securities sold under agreements to repurchase 313,694 150,145
Other borrowings 1,459,468 1,298,011
Subordinated notes and debentures 400,421 397,088
Interest payable 13,694 12,898
Fair Value Measurements | Non-interest bearing transaction accounts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 4,451,385 3,741,093
Fair Value Measurements | Interest bearing transaction accounts and savings deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 8,993,255 9,090,878
Fair Value Measurements | Time deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 2,820,224 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 2,522,131 996,623
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 4,061 4,554
Held-to-maturity securities 49,064 41,855
Mortgage loans held for sale 0 0
Interest receivable 77,352 62,707
Loans, net 0 0
Federal funds purchased and securities sold under agreements to repurchase 313,694 150,145
Other borrowings 1,459,468 1,298,011
Subordinated notes and debentures 400,421 397,088
Interest payable 13,694 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 4,451,385 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 8,993,255 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 192,729 58,102
Interest receivable 0 0
Loans, net 13,864,914 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 $ 2,820,224 $ 3,270,333