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Fair Value of Financial Instruments - Fair Value Estimates (Details) - USD ($)
$ in Thousands
Sep. 30, 2020
Dec. 31, 2019
Assets    
Investments held-to-maturity $ 29,399 $ 38,760
Investment securities available-for-sale 3,600,731 1,368,384
Accrued interest receivable 73,112 39,442
Level 1    
Assets    
Cash and cash equivalents 1,103,077 326,850
Investments held-to-maturity 0 0
Investment securities available-for-sale 0 0
Loans held for sale 0 0
Loans held for investment, net 0 0
Derivative assets 0 0
Accrued interest receivable 73,112 39,442
Liabilities    
Deposit accounts 14,612,343 7,850,667
FHLB advances 0 0
Subordinated debentures 0 0
Derivative liabilities 0 0
Accrued interest payable 7,638 2,686
Level 1 | Interest-bearing time deposits with financial institutions    
Assets    
Cash and cash equivalents 2,845 2,708
Level 2    
Assets    
Cash and cash equivalents 0 0
Investments held-to-maturity 29,399 38,760
Investment securities available-for-sale 3,600,731 1,368,384
Loans held for sale 1,091 1,821
Loans held for investment, net 0 0
Derivative assets 14,697 2,103
Accrued interest receivable 0 0
Liabilities    
Deposit accounts 1,724,569 1,048,583
FHLB advances 41,652 517,291
Subordinated debentures 515,729 237,001
Derivative liabilities 14,789 2,103
Accrued interest payable 0 0
Level 2 | Interest-bearing time deposits with financial institutions    
Assets    
Cash and cash equivalents 0 0
Level 3    
Assets    
Cash and cash equivalents 0 0
Investments held-to-maturity 0 0
Investment securities available-for-sale 0 0
Loans held for sale 0 0
Loans held for investment, net 13,578,530 8,691,019
Derivative assets 1,920 0
Accrued interest receivable 0 0
Liabilities    
Deposit accounts 0 0
FHLB advances 0 0
Subordinated debentures 0 0
Derivative liabilities 0 0
Accrued interest payable 0 0
Level 3 | Interest-bearing time deposits with financial institutions    
Assets    
Cash and cash equivalents 0 0
Carrying Amount    
Assets    
Cash and cash equivalents 1,103,077 326,850
Investments held-to-maturity 27,980 37,838
Investment securities available-for-sale 3,600,731 1,368,384
Loans held for sale 1,032 1,672
Loans held for investment, net 13,450,840 8,722,311
Derivative assets 16,617 2,103
Accrued interest receivable 73,112 39,442
Liabilities    
Deposit accounts 16,330,807 8,898,509
FHLB advances 41,000 517,026
Subordinated debentures 501,443 215,145
Derivative liabilities 14,789 2,103
Accrued interest payable 7,638 2,686
Carrying Amount | Interest-bearing time deposits with financial institutions    
Assets    
Cash and cash equivalents 2,845 2,708
Estimated Fair Value    
Assets    
Cash and cash equivalents 1,103,077 326,850
Investments held-to-maturity 29,399 38,760
Investment securities available-for-sale 3,600,731 1,368,384
Loans held for sale 1,091 1,821
Loans held for investment, net 13,578,530 8,691,019
Derivative assets 16,617 2,103
Accrued interest receivable 73,112 39,442
Liabilities    
Deposit accounts 16,336,912 8,899,250
FHLB advances 41,652 517,291
Subordinated debentures 515,729 237,001
Derivative liabilities 14,789 2,103
Accrued interest payable 7,638 2,686
Estimated Fair Value | Interest-bearing time deposits with financial institutions    
Assets    
Cash and cash equivalents $ 2,845 $ 2,708