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Loans Held for Investment and Allowance for Loan Losses - Allowance for Credit Losses (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance $ 195,047 $ 191,522
Provision for credit losses on loans 95,029 21,639
Charge-offs 58,383 4,865
Recoveries 680 277
Net charge-offs (recoveries) 57,703 4,588
Ending balance 240,958 208,573
Cumulative Effect, Period Of Adoption, Adjustment    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance 8,585  
Ending balance    
Commercial    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance 102,254 96,814
Provision for credit losses on loans 24,902 12,872
Charge-offs 20,653 4,865
Recoveries 257 277
Net charge-offs (recoveries) 20,396 4,588
Ending balance 91,020 105,098
Commercial | Cumulative Effect, Period Of Adoption, Adjustment    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance (15,740)  
Ending balance    
Energy    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance 60,253 34,882
Provision for credit losses on loans 66,821 12,387
Charge-offs 37,730 0
Recoveries 423 0
Net charge-offs (recoveries) 37,307 0
Ending balance 113,921 47,269
Energy | Cumulative Effect, Period Of Adoption, Adjustment    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance 24,154  
Ending balance    
Mortgage finance    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance 2,265 0
Provision for credit losses on loans 35 1,300
Charge-offs 0 0
Recoveries 0 0
Net charge-offs (recoveries) 0 0
Ending balance 4,331 1,300
Mortgage finance | Cumulative Effect, Period Of Adoption, Adjustment    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance 2,031  
Ending balance    
Real Estate    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance 30,275 52,595
Provision for credit losses on loans 3,271 2,311
Charge-offs 0 0
Recoveries 0 0
Net charge-offs (recoveries) 0 0
Ending balance 31,686 54,906
Real Estate | Cumulative Effect, Period Of Adoption, Adjustment    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance (1,860)  
Ending balance    
Additional Qualitative Reserve    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance 0 7,231
Provision for credit losses on loans 0 (7,231)
Charge-offs 0 0
Recoveries 0 0
Net charge-offs (recoveries) 0 0
Ending balance 0 $ 0
Additional Qualitative Reserve | Cumulative Effect, Period Of Adoption, Adjustment    
Allowance for Loan and Lease Losses [Roll Forward]    
Beginning balance $ 0  
Ending balance