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Fair Value of Financial Instruments - Fair Value Estimates (Details) - USD ($)
$ in Thousands
Jun. 30, 2022
Dec. 31, 2021
Assets    
Investment securities held-to-maturity $ 1,156,501 $ 384,423
Investment securities available-for-sale 2,679,070 4,273,864
Derivative Assets 61,161 11,989
Accrued interest receivable 66,898 65,728
Liabilities    
Derivative Liabilities 7,984 5,263
Level 1    
Assets    
Cash and cash equivalents 972,798 304,703
Investment securities 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 0 65,728
Liabilities    
Deposit accounts 0 16,057,316
FHLB advances 0 0
Other borrowings   0
Subordinated debentures 0 0
Derivative Liabilities 0 0
Accrued interest payable 0 2,366
Level 1 | Interest-bearing time deposits with financial institutions    
Assets    
Cash and cash equivalents 2,216 2,216
Level 2    
Assets    
Cash and cash equivalents 0 0
Investment securities held-to-maturity 1,156,501 384,423
Investment securities available-for-sale 2,679,070 4,273,864
Loans held for sale 3,100 11,959
Loans held for investment, net 0 0
Derivative Assets 5,606 10,100
Accrued interest receivable 66,898 0
Liabilities    
Deposit accounts 18,103,521 1,058,822
FHLB advances 599,403 550,093
Other borrowings   8,000
Subordinated debentures 331,934 350,359
Derivative Liabilities 7,984 5,263
Accrued interest payable 2,866 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
Investment securities held-to-maturity 0 0
Investment securities available-for-sale 0 0
Loans held for sale 0 0
Loans held for investment, net 14,578,222 14,392,684
Derivative Assets 1,906 1,889
Accrued interest receivable 0 0
Liabilities    
Deposit accounts 0 0
FHLB advances 0 0
Other borrowings   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 972,798 304,703
Investment securities held-to-maturity 1,390,682 381,674
Investment securities available-for-sale 2,679,070 4,273,864
Loans held for sale 2,957 10,869
Loans held for investment, net 15,047,608 14,295,897
Derivative Assets 7,512 11,989
Accrued interest receivable 66,898 65,728
Liabilities    
Deposit accounts 18,084,613 17,115,589
FHLB advances 600,000 550,000
Other borrowings   8,000
Subordinated debentures 330,886 330,567
Derivative Liabilities 7,984 5,263
Accrued interest payable 2,866 2,366
Carrying Amount | Interest-bearing time deposits with financial institutions    
Assets    
Cash and cash equivalents 2,216 2,216
Estimated Fair Value    
Assets    
Cash and cash equivalents 972,798 304,703
Investment securities held-to-maturity 1,156,501 384,423
Investment securities available-for-sale 2,679,070 4,273,864
Loans held for sale 3,100 11,959
Loans held for investment, net 14,578,222 14,392,684
Derivative Assets 7,512 11,989
Accrued interest receivable 66,898 65,728
Liabilities    
Deposit accounts 18,103,521 17,116,138
FHLB advances 599,403 550,093
Other borrowings   8,000
Subordinated debentures 331,934 350,359
Derivative Liabilities 7,984 5,263
Accrued interest payable 2,866 2,366
Estimated Fair Value | Interest-bearing time deposits with financial institutions    
Assets    
Cash and cash equivalents $ 2,216 $ 2,216