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Fair Values of Assets and Liabilities - Schedule of Carrying Amounts and Estimated Fair Values of Financial Instruments (Details) - USD ($)
$ in Thousands
Dec. 31, 2024
Dec. 31, 2023
Financial Assets:    
Interest-bearing deposits with banks $ 4,409,753 $ 2,084,323
Available-for-sale securities 4,141,482 3,502,915
Held-to-maturity securities 2,910,550 3,215,468
Equity securities with readily determinable fair value 215,412 139,268
FHLB and FRB stock, at cost 281,407 205,003
Brokerage customer receivables 18,102 10,592
Mortgage loans held-for-sale, at fair value 331,261 292,722
Accrued interest receivable and other assets 1,739,334 1,551,899
Financial Liabilities:    
Federal Home Loan Bank advances 3,151,309 2,326,071
Other borrowings 534,803 645,813
Subordinated notes 298,283 437,866
Junior subordinated debentures 253,566 253,566
Carrying Value    
Financial Assets:    
Cash and cash equivalents 458,536 423,464
Interest-bearing deposits with banks 4,409,753 2,084,323
Available-for-sale securities 4,141,482 3,502,915
Held-to-maturity securities 3,613,263 3,856,916
Trading account securities 4,072 4,707
Equity securities with readily determinable fair value 215,412 139,268
FHLB and FRB stock, at cost 281,407 205,003
Brokerage customer receivables 18,102 10,592
Mortgage loans held-for-sale, at fair value 331,261 292,722
Nonqualified deferred compensation assets 16,653 15,238
Derivative assets 200,027 275,726
Accrued interest receivable and other assets 563,625 477,832
Total financial assets 62,308,630 53,420,537
Financial Liabilities:    
Non-maturity deposits 43,092,318 38,772,098
Deposits with stated maturities 9,420,031 6,625,072
Federal Home Loan Bank advances 3,151,309 2,326,071
Other borrowings 534,803 645,813
Subordinated notes 298,283 437,866
Junior subordinated debentures 253,566 253,566
Derivative liabilities 241,750 267,255
Accrued interest payable 48,364 51,116
Total financial liabilities 57,040,424 49,378,857
Carrying Value | Loans held-for-investment, at fair value    
Financial Assets:    
Loans held-for-investment 158,795 155,261
Carrying Value | Loans held-for-investment, at amortized cost    
Financial Assets:    
Loans held-for-investment 47,896,242 41,976,570
Fair Value    
Financial Assets:    
Cash and cash equivalents 458,536 423,464
Interest-bearing deposits with banks 4,409,753 2,084,323
Available-for-sale securities 4,141,482 3,502,915
Held-to-maturity securities 2,910,550 3,215,468
Trading account securities 4,072 4,707
Equity securities with readily determinable fair value 215,412 139,268
FHLB and FRB stock, at cost 281,407 205,003
Brokerage customer receivables 18,102 10,592
Mortgage loans held-for-sale, at fair value 331,261 292,722
Nonqualified deferred compensation assets 16,653 15,238
Derivative assets 200,027 275,726
Accrued interest receivable and other assets 563,625 477,832
Total financial assets 60,779,924 51,892,529
Financial Liabilities:    
Non-maturity deposits 43,092,318 38,772,098
Deposits with stated maturities 9,423,976 6,603,746
Federal Home Loan Bank advances 3,153,524 2,367,107
Other borrowings 534,406 643,755
Subordinated notes 286,683 413,501
Junior subordinated debentures 253,588 253,579
Derivative liabilities 241,750 267,255
Accrued interest payable 48,364 51,116
Total financial liabilities 57,034,609 49,372,157
Fair Value | Loans held-for-investment, at fair value    
Financial Assets:    
Loans held-for-investment 158,795 155,261
Fair Value | Loans held-for-investment, at amortized cost    
Financial Assets:    
Loans held-for-investment $ 47,070,249 $ 41,090,010