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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
3 Months Ended
Mar. 31, 2021
Mar. 31, 2020
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period $ 117,306  
PCL (10,501) $ 20,581
Balance at end of period 109,191  
Allowance for Credit Losses, ACL [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period 117,306 84,277
Loans charged-off (1,245) (5,545)
Recoveries 3,631 2,468
Net (charge-offs) recoveries 2,386 (3,077)
PCL (10,501) 20,581
Balance at end of period 109,191 100,564
Allowance for Credit Losses, ACL [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 6,854 6,371
Recoveries 766 94
PCL (2,562) 2,802
Balance at end of period 5,058 9,079
Allowance for Credit Losses, ACL [Member] | Other 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 9,928 5,888
Loans charged-off (26) (64)
Recoveries 71 63
PCL (1,306) 1,636
Balance at end of period 8,667 11,711
Allowance for Credit Losses, ACL [Member] | Secured by 1-4 Family Residential Properties [Member] | Other Loans Secured by Real Estate [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period 5,143 3,044
Loans charged-off   (19)
Recoveries 100 93
PCL (1,490) 2,033
Balance at end of period 3,753 8,042
Allowance for Credit Losses, ACL [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 48,523 26,158
Loans charged-off   (2,448)
Recoveries 30 61
PCL (2,115) 12,535
Balance at end of period 46,438 28,127
Allowance for Credit Losses, ACL [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 7,382 4,024
Loans charged-off   (8)
Recoveries 6 6
PCL (1,618) 2,016
Balance at end of period 5,770 5,273
Allowance for Credit Losses, ACL [Member] | Commercial and Industrial Loans [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period 14,851 25,992
Loans charged-off (23) (982)
Recoveries 1,287 542
PCL 4,051 (2,024)
Balance at end of period 20,166 14,564
Allowance for Credit Losses, ACL [Member] | Other Construction [Member] | Other Loans Secured by Real Estate [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period 8,158 1,889
Recoveries 1 19
PCL (3,035) 2,601
Balance at end of period 5,124 7,711
Allowance for Credit Losses, ACL [Member] | Consumer Loans [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period 5,838 3,379
Loans charged-off (442) (690)
Recoveries 362 473
PCL (1,008) 1,375
Balance at end of period 4,750 6,596
Allowance for Credit Losses, ACL [Member] | State and Other Political Subdivision Loans [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period 3,190 2,229
PCL (175) (1,243)
Balance at end of period 3,015 3,441
Allowance for Credit Losses, ACL [Member] | Other Commercial Loans [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period 7,439 5,303
Loans charged-off (754) (1,334)
Recoveries 1,008 1,117
PCL (1,243) (1,150)
Balance at end of period $ 6,450 6,020
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
LHFI   (3,039)
Allowance for loan losses, acquired loans transfer   815
Acquired loans ACL adjustment   1,007
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   (1,217)
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | Construction, Land Development and Other Land [Member] | Loans Secured by Real Estate [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   (188)
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | Other Secured by 1-4 Family Residential Properties [Member] | Loans Secured by Real Estate [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   4,188
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | Secured by 1-4 Family Residential Properties [Member] | Other Loans Secured by Real Estate [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   2,891
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | Secured by Nonfarm, Nonresidential Properties [Member] | Loans Secured by Real Estate [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   (8,179)
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | Other Real Estate Secured [Member] | Loans Secured by Real Estate [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   (765)
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | Commercial and Industrial Loans [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   (8,964)
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | Other Construction [Member] | Other Loans Secured by Real Estate [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   3,202
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | Consumer Loans [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   2,059
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | State and Other Political Subdivision Loans [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   2,455
Allowance for Credit Losses, ACL [Member] | ASU 2016-13 [Member] | Other Commercial Loans [Member] | Cumulative Effect Period Of Adoption Adjustment [Member]    
Financing Receivable, Allowance for Credit Losses [Roll Forward]    
Balance at beginning of period   $ 2,084