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Fair Value Measurements - Estimated Fair Values and Related Carrying Amounts of Financial Instruments (Details) - USD ($)
$ in Thousands
Jun. 30, 2020
Dec. 31, 2019
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Held-to-maturity securities $ 53,751 $ 41,855
Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 2,545,160 996,623
Interest bearing balances due from banks - time 4,561 4,554
Held-to-maturity securities 51,720 40,927
Mortgage loans held for sale 120,034 58,102
Interest receivable 79,772 62,707
Loans, net 14,375,257 14,357,460
Federal funds purchased and securities sold under agreements to repurchase 387,025 150,145
Other borrowings 1,393,689 1,297,599
Subordinated notes and debentures 382,604 388,260
Interest payable 10,473 12,898
Carrying Amount | Non-interest bearing transaction accounts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 4,608,098 3,741,093
Carrying Amount | Interest bearing transaction accounts and savings deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 8,978,045 9,090,878
Carrying Amount | Time deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 3,029,975 3,276,969
Fair Value Measurements    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 2,545,160 996,623
Interest bearing balances due from banks - time 4,561 4,554
Held-to-maturity securities 53,751 41,855
Mortgage loans held for sale 120,034 58,102
Interest receivable 79,772 62,707
Loans, net 14,420,889 14,290,188
Federal funds purchased and securities sold under agreements to repurchase 387,025 150,145
Other borrowings 1,504,732 1,298,011
Subordinated notes and debentures 402,716 397,088
Interest payable 10,473 12,898
Fair Value Measurements | Non-interest bearing transaction accounts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 4,608,098 3,741,093
Fair Value Measurements | Interest bearing transaction accounts and savings deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 8,978,045 9,090,878
Fair Value Measurements | Time deposits    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Deposits 3,046,955 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 2,545,160 996,623
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 4,561 4,554
Held-to-maturity securities 53,751 41,855
Mortgage loans held for sale 0 0
Interest receivable 79,772 62,707
Loans, net 0 0
Federal funds purchased and securities sold under agreements to repurchase 387,025 150,145
Other borrowings 1,504,732 1,298,011
Subordinated notes and debentures 402,716 397,088
Interest payable 10,473 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 4,608,098 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 8,978,045 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 120,034 58,102
Interest receivable 0 0
Loans, net 14,420,889 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 $ 3,046,955 $ 3,270,333