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Loans and Allowance for Credit Losses for Loans - Additional Information (Details) - USD ($)
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Non-PCI loans net of premiums and deferred loan fees $ 95,800,000 $ 12,600,000  
Accrued interest 90,200,000 86,300,000  
Loans transferred to loans held for sale 30,020,000 1,234,022,000 $ 289,633,000
Sales of loans 0 0  
Net loans 31,876,869,000 29,537,449,000  
Allowance for loan losses $ 340,243,000 161,759,000 151,859,000
Combined loan-to-value ratio home equity loan 80.00%    
Accrued interest on non-accrual loans $ 6,200,000 2,500,000 3,600,000
Number of consecutive months for performing restructured loans to be put on accrual status 6 months    
TDRs not reported as non-accrual loans $ 57,400,000 73,000,000.0  
Non-performing TDRs 92,800,000 65,100,000  
Specific reserves for loan losses 21,100,000 36,000,000.0  
Troubled debt restructuring, charge-offs 7,700,000 4,900,000  
Amount from modified loans 361,000,000    
Net decrease in expected cash flows (10,995,000) (11,000,000.0)  
Commitments under unused lines of credit—credit card      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Unsecured loans 8,800,000 8,200,000  
Residential mortgage      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Loans transferred to loans held for sale 30,000,000.0 436,500,000  
Allowance for loan losses 28,873,000 5,060,000 5,041,000
Commercial and industrial      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Loans transferred to loans held for sale   798,000,000  
Unsecured loans 2,700,000,000 606,100,000  
Allowance for loan losses 131,070,000 104,059,000 90,956,000
Impaired loans   250,000  
Commercial and industrial | Tax Medallion      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Net loans 97,500,000    
Allowance for loan losses 66,400,000    
Commercial and industrial | SBA guaranteed PPP loans      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Unsecured loans 2,200,000,000    
Consumer      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Unsecured loans 49,400,000 53,900,000  
Allowance for loan losses $ 16,187,000 $ 6,967,000 $ 6,212,000