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Fair Value Measurements - Fair Value of Financial Instruments (Details) - USD ($)
$ in Thousands
Dec. 31, 2020
Dec. 31, 2019
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Loans held-for-sale $ 221,784 $ 91,202
Measurement of fair value on a recurring basis    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 8,284,723 6,720,001
Loans held-for-sale 221,784 91,202
Measurement of fair value on a recurring basis | Level 1    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 0 0
Loans held-for-sale 0 0
Measurement of fair value on a recurring basis | Level 2    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 8,284,219 6,719,568
Loans held-for-sale 221,784 91,202
Measurement of fair value on a recurring basis | Level 3    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 504 433
Loans held-for-sale 0 0
Carrying Amount | Measurement of fair value on a recurring basis    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Loans held-for-sale 244 108,584
Net loans and leases 31,164,287 31,699,285
Securitization receivable 19,949 19,689
Deferred fees on commitments to extend credit 20,002 19,300
Total financial instrument assets 31,709,277 32,428,743
Deposits 5,524,381 7,455,556
Long-term borrowings 1,374,732 2,354,448
Deferred fees on standby letters of credit   56
Total financial instrument liabilities 6,899,113 9,810,060
Carrying Amount | Measurement of fair value on a recurring basis | FHLB and FRB stocks    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 320,436 442,440
Carrying Amount | Measurement of fair value on a recurring basis | Investment securities held-to-maturity    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 184,359 139,445
Estimated Fair Value | Measurement of fair value on a recurring basis    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Loans held-for-sale 248 112,525
Net loans and leases 31,434,749 31,804,513
Securitization receivable 19,916 19,466
Deferred fees on commitments to extend credit 20,002 19,300
Total financial instrument assets 31,988,905 32,543,088
Deposits 5,534,751 7,460,577
Long-term borrowings 1,416,355 2,368,469
Deferred fees on standby letters of credit   56
Total financial instrument liabilities 6,951,106 9,829,102
Estimated Fair Value | Measurement of fair value on a recurring basis | Level 1    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Loans held-for-sale 0 0
Net loans and leases 0 0
Securitization receivable 0 0
Deferred fees on commitments to extend credit 0 0
Total financial instrument assets 0 0
Deposits 0 0
Long-term borrowings 0 0
Deferred fees on standby letters of credit   0
Total financial instrument liabilities 0 0
Estimated Fair Value | Measurement of fair value on a recurring basis | Level 2    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Loans held-for-sale 0 110,252
Net loans and leases 0 0
Securitization receivable 0 0
Deferred fees on commitments to extend credit 20,002 19,300
Total financial instrument assets 530,579 713,160
Deposits 5,534,751 7,460,577
Long-term borrowings 1,416,355 2,368,469
Deferred fees on standby letters of credit   56
Total financial instrument liabilities 6,951,106 9,829,102
Estimated Fair Value | Measurement of fair value on a recurring basis | Level 3    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Loans held-for-sale 248 2,273
Net loans and leases 31,434,749 31,804,513
Securitization receivable 19,916 19,466
Deferred fees on commitments to extend credit 0 0
Total financial instrument assets 31,458,326 31,829,928
Deposits 0 0
Long-term borrowings 0 0
Deferred fees on standby letters of credit   0
Total financial instrument liabilities 0 0
Estimated Fair Value | Measurement of fair value on a recurring basis | FHLB and FRB stocks    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 320,436 442,440
Estimated Fair Value | Measurement of fair value on a recurring basis | FHLB and FRB stocks | Level 1    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 0 0
Estimated Fair Value | Measurement of fair value on a recurring basis | FHLB and FRB stocks | Level 2    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 320,436 442,440
Estimated Fair Value | Measurement of fair value on a recurring basis | FHLB and FRB stocks | Level 3    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 0 0
Estimated Fair Value | Measurement of fair value on a recurring basis | Investment securities held-to-maturity    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 193,554 144,844
Estimated Fair Value | Measurement of fair value on a recurring basis | Investment securities held-to-maturity | Level 1    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 0 0
Estimated Fair Value | Measurement of fair value on a recurring basis | Investment securities held-to-maturity | Level 2    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale 190,141 141,168
Estimated Fair Value | Measurement of fair value on a recurring basis | Investment securities held-to-maturity | Level 3    
Fair Value, Balance Sheet Grouping, Financial Statement Captions    
Investment securities available-for-sale $ 3,413 $ 3,676