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Loans and Leases - Allowance for Loan and Lease Losses (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Dec. 31, 2019
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period $ 301,050 $ 135,037 $ 138,785 $ 132,472  
Charge-offs (37,284) (6,501) (73,275) (27,603)  
Recoveries 1,200 2,016 4,839 11,683  
Net charge-offs (36,084) (4,485) (68,436) (15,920)  
Provision 81,000 8,000 272,000 22,000  
Balance, end of period 345,966 138,552 345,966 138,552  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 2,924 9,330 2,924 9,330  
Collectively evaluated 343,042 129,222 343,042 129,222  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 95,135 110,620 95,135 110,620  
Collectively evaluated 18,931,065 18,624,923 18,931,065 18,624,923  
Loans held for investment, net 19,026,200 18,735,543 19,026,200 18,735,543 $ 18,846,872
Financing Receivable, Allowance for Loan and Lease Losses, Effect of Change in Method     3,617    
Real Estate Mortgage          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 130,724 46,826 44,575 46,021  
Charge-offs (1,551) (120) (6,233) (850)  
Recoveries 109 95 360 478  
Net charge-offs (1,442) (25) (5,873) (372)  
Provision (7,588) (1,655) 77,684 (503)  
Balance, end of period 121,694 45,146 121,694 45,146  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 340 248 340 248  
Collectively evaluated 121,354 44,898 121,354 44,898  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 51,852 29,808 51,852 29,808  
Collectively evaluated 7,825,193 7,867,116 7,825,193 7,867,116  
Loans held for investment, net 7,877,045 7,896,924 7,877,045 7,896,924 7,972,747
Financing Receivable, Allowance for Loan and Lease Losses, Effect of Change in Method     5,308    
Real Estate Construction and Land          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 70,113 26,378 30,544 28,209  
Charge-offs 0 0 0 0  
Recoveries 21 0 21 0  
Net charge-offs 21 0 21 0  
Provision 20,039 683 68,200 (1,148)  
Balance, end of period 90,173 27,061 90,173 27,061  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 0 0 0 0  
Collectively evaluated 90,173 27,061 90,173 27,061  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 1,782 5,357 1,782 5,357  
Collectively evaluated 3,421,965 2,546,117 3,421,965 2,546,117  
Loans held for investment, net 3,423,747 2,551,474 3,423,747 2,551,474 2,737,802
Financing Receivable, Allowance for Loan and Lease Losses, Effect of Change in Method     (8,592)    
Commercial          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 97,947 59,401 61,528 56,360  
Charge-offs (35,666) (6,021) (66,337) (25,951)  
Recoveries 1,063 1,898 4,410 11,084  
Net charge-offs (34,603) (4,123) (61,927) (14,867)  
Provision 64,921 8,907 121,804 22,692  
Balance, end of period 128,265 64,185 128,265 64,185  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 2,584 9,082 2,584 9,082  
Collectively evaluated 125,681 55,103 125,681 55,103  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 41,501 75,455 41,501 75,455  
Collectively evaluated 7,321,673 7,803,102 7,321,673 7,803,102  
Loans held for investment, net 7,363,174 7,878,557 7,363,174 7,878,557 7,695,496
Financing Receivable, Allowance for Loan and Lease Losses, Effect of Change in Method     6,860    
Consumer          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 2,266 2,432 2,138 1,882  
Charge-offs (67) (360) (705) (802)  
Recoveries 7 23 48 121  
Net charge-offs (60) (337) (657) (681)  
Provision 3,628 65 4,312 959  
Balance, end of period 5,834 2,160 5,834 2,160  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 0 0 0 0  
Collectively evaluated 5,834 2,160 5,834 2,160  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 0 0 0 0  
Collectively evaluated 362,234 408,588 362,234 408,588  
Loans held for investment, net $ 362,234 $ 408,588 362,234 $ 408,588 $ 440,827
Financing Receivable, Allowance for Loan and Lease Losses, Effect of Change in Method     $ 41