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Loans Held for Investment (LHFI) and Allowance for Loan Losses, LHFI - Change in Allowance for Loan Losses (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Balance at beginning of period $ 79,290    
Provision for loan losses, LHFI 10,797 $ 17,993 $ 15,094
Balance at end of period 84,277 79,290  
Allowance for Loan Losses, LHFI [Member]      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Balance at beginning of period 79,290 76,733 71,265
Transfers [1]   1,554  
Loans charged-off (14,481) (29,489) (21,147)
Recoveries 8,671 12,499 11,521
Net (charge-offs) recoveries (5,810) (16,990) (9,626)
Provision for loan losses, LHFI 10,797 17,993 15,094
Balance at end of period 84,277 79,290 76,733
Allowance for Loan Losses, LHFI [Member] | Construction, Land Development and Other Land [Member] | Loans Secured by Real Estate [Member]      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Balance at beginning of period 7,390 7,865  
Transfers [1]   584  
Loans charged-off (40) (123)  
Recoveries 894 1,124  
Provision for loan losses, LHFI 16 (2,060)  
Balance at end of period 8,260 7,390 7,865
Allowance for Loan Losses, LHFI [Member] | Secured by 1-4 Family Residential Properties [Member] | Loans Secured by Real Estate [Member]      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Balance at beginning of period 8,641 10,874  
Transfers [1]   182  
Loans charged-off (531) (1,629)  
Recoveries 666 646  
Provision for loan losses, LHFI 156 (1,432)  
Balance at end of period 8,932 8,641 10,874
Allowance for Loan Losses, LHFI [Member] | Secured by Nonfarm, Nonresidential Properties [Member] | Loans Secured by Real Estate [Member]      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Balance at beginning of period 22,376 23,428  
Transfers [1]   446  
Loans charged-off (322) (1,184)  
Recoveries 472 133  
Provision for loan losses, LHFI 3,632 (447)  
Balance at end of period 26,158 22,376 23,428
Allowance for Loan Losses, LHFI [Member] | Other Real Estate Secured [Member] | Loans Secured by Real Estate [Member]      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Balance at beginning of period 3,450 2,790  
Transfers [1]   291  
Recoveries 29 23  
Provision for loan losses, LHFI 545 346  
Balance at end of period 4,024 3,450 2,790
Allowance for Loan Losses, LHFI [Member] | Commercial and Industrial Loans [Member]      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Balance at beginning of period 27,359 22,851  
Transfers [1]   46  
Loans charged-off (5,344) (18,823)  
Recoveries 1,257 5,410  
Provision for loan losses, LHFI 2,720 17,875  
Balance at end of period 25,992 27,359 22,851
Allowance for Loan Losses, LHFI [Member] | Consumer Loans [Member]      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Balance at beginning of period 2,890 3,470  
Transfers [1]   5  
Loans charged-off (2,278) (2,089)  
Recoveries 1,829 2,019  
Provision for loan losses, LHFI 938 (515)  
Balance at end of period 3,379 2,890 3,470
Allowance for Loan Losses, LHFI [Member] | State and Other Political Subdivision Loans [Member]      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Balance at beginning of period 990 789  
Provision for loan losses, LHFI 1,239 201  
Balance at end of period 2,229 990 789
Allowance for Loan Losses, LHFI [Member] | Other Loans [Member]      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Balance at beginning of period 6,194 4,666  
Loans charged-off (5,966) (5,641)  
Recoveries 3,524 3,144  
Provision for loan losses, LHFI 1,551 4,025  
Balance at end of period $ 5,303 $ 6,194 $ 4,666
[1] The allowance for loan losses balance related to the remaining loans acquired in the Bay Bank, Heritage and Reliance acquisitions, which were transferred from acquired impaired loans to LHFI during 2018.