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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
Sep. 30, 2023
Dec. 31, 2022
Sep. 30, 2022
Financial Assets:      
Interest-bearing deposits with banks $ 2,448,570 $ 1,988,719 $ 3,968,605
Available-for-sale securities 3,611,835 3,243,017 2,923,653
Held-to-maturity securities 3,057,959 2,949,821 2,679,326
Equity securities with readily determinable fair value 134,310 110,365 114,012
FHLB and FRB stock, at cost 204,040 224,759 178,156
Brokerage customer receivables 14,042 16,387 20,327
Mortgage loans held-for-sale, at fair value 304,808 299,935 376,160
Accrued interest receivable and other 1,674,681 1,391,342 1,316,305
Financial Liabilities      
FHLB advances 2,326,071 2,316,071 2,316,071
Other borrowings 643,999 596,614 447,215
Subordinated notes 437,731 437,392 437,260
Junior subordinated debentures 253,566 253,566 253,566
Carrying Value      
Financial Assets:      
Cash and cash equivalents 418,148 490,966 489,647
Interest-bearing deposits with banks 2,448,570 1,988,719 3,968,605
Available-for-sale securities 3,611,835 3,243,017 2,923,653
Held-to-maturity securities 3,909,150 3,640,567 3,389,842
Trading account securities 1,663 1,127 179
Equity securities with readily determinable fair value 134,310 110,365 114,012
FHLB and FRB stock, at cost 204,040 224,759 178,156
Brokerage customer receivables 14,042 16,387 20,327
Mortgage loans held-for-sale, at fair value 304,808 299,935 376,160
Nonqualified deferred compensation assets 14,449 13,899 13,387
Derivative assets 323,705 296,848 313,480
Accrued interest receivable and other 465,117 379,719 317,142
Total 53,295,869 49,902,793 50,272,203
Financial Liabilities      
Non-maturity deposits 38,204,017 38,167,409 38,720,873
Deposits with stated maturities 6,788,669 4,735,135 4,076,318
FHLB advances 2,326,071 2,316,071 2,316,071
Other borrowings 643,999 596,614 447,215
Subordinated notes 437,731 437,392 437,260
Junior subordinated debentures 253,566 253,566 253,566
Derivative liabilities 458,706 338,078 357,170
Accrued interest payable 54,383 22,176 18,479
Total financial liabilities 49,167,142 46,866,441 46,626,952
Carrying Value | Loans held-for-investment, at fair value      
Financial Assets:      
Loans held-for-investment 171,178 179,932 156,893
Carrying Value | Loans held-for-investment, at amortized cost      
Financial Assets:      
Loans held-for-investment 41,274,854 39,016,553 38,010,720
Fair Value      
Financial Assets:      
Cash and cash equivalents 418,148 490,966 489,647
Interest-bearing deposits with banks 2,448,570 1,988,719 3,968,605
Available-for-sale securities 3,611,835 3,243,017 2,923,653
Held-to-maturity securities 3,057,959 2,949,821 2,679,326
Trading account securities 1,663 1,127 179
Equity securities with readily determinable fair value 134,310 110,365 114,012
FHLB and FRB stock, at cost 204,040 224,759 178,156
Brokerage customer receivables 14,042 16,387 20,327
Mortgage loans held-for-sale, at fair value 304,808 299,935 376,160
Nonqualified deferred compensation assets 14,449 13,899 13,387
Derivative assets 323,705 296,848 313,480
Accrued interest receivable and other 465,117 379,719 317,142
Total 51,470,032 48,214,172 48,775,720
Financial Liabilities      
Non-maturity deposits 38,204,017 38,167,409 38,720,873
Deposits with stated maturities 6,744,989 4,085,058 4,087,196
FHLB advances 2,189,101 2,219,983 2,230,921
Other borrowings 641,514 569,342 447,971
Subordinated notes 400,520 409,395 417,363
Junior subordinated debentures 253,568 253,405 285,238
Derivative liabilities 458,706 338,078 357,170
Accrued interest payable 54,383 22,176 18,479
Total financial liabilities 48,946,798 46,064,846 46,565,211
Fair Value | Loans held-for-investment, at fair value      
Financial Assets:      
Loans held-for-investment 171,178 179,932 156,893
Fair Value | Loans held-for-investment, at amortized cost      
Financial Assets:      
Loans held-for-investment $ 40,300,208 $ 38,018,678 $ 37,224,753