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Loans Held for Investment (LHFI) and Allowance for Loan Losses, LHFI - Summary of Balance in Allowance for Loan Losses (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually $ 5,500 $ 6,400    
Total 84,277 79,290    
Allowance for Loan Losses, LHFI [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually 5,459 6,354    
Collectively 78,818 72,936    
Total 84,277 79,290 $ 76,733 $ 71,265
Allowance for Loan Losses, LHFI [Member] | Commercial and Industrial Loans [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually 707 4,334    
Collectively 25,285 23,025    
Total 25,992 27,359 22,851  
Allowance for Loan Losses, LHFI [Member] | Consumer Loans [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Collectively 3,379 2,890    
Total 3,379 2,890 3,470  
Allowance for Loan Losses, LHFI [Member] | State and Other Political Subdivision Loans [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually 1,809 516    
Collectively 420 474    
Total 2,229 990 789  
Allowance for Loan Losses, LHFI [Member] | Other Loans [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually 553 1,052    
Collectively 4,750 5,142    
Total 5,303 6,194 4,666  
Allowance for Loan Losses, LHFI [Member] | Loans Secured by Real Estate [Member] | Construction, Land Development and Other Land [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Collectively 8,260 7,390    
Total 8,260 7,390 7,865  
Allowance for Loan Losses, LHFI [Member] | Loans Secured by Real Estate [Member] | Secured by 1-4 Family Residential Properties [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually 35 39    
Collectively 8,897 8,602    
Total 8,932 8,641 10,874  
Allowance for Loan Losses, LHFI [Member] | Loans Secured by Real Estate [Member] | Secured by Nonfarm, Nonresidential Properties [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually 2,355 413    
Collectively 23,803 21,963    
Total 26,158 22,376 23,428  
Allowance for Loan Losses, LHFI [Member] | Loans Secured by Real Estate [Member] | Other Real Estate Secured [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Collectively 4,024 3,450    
Total $ 4,024 $ 3,450 $ 2,790