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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
Mar. 31, 2019
Dec. 31, 2018
Mar. 31, 2018
Dec. 31, 2017
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually $ 5,000 $ 6,400    
Total 79,005 79,290    
Allowance for Loan Losses, LHFI [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually 5,040 6,354    
Collectively 73,965 72,936    
Total 79,005 79,290 $ 81,235 $ 76,733
Allowance for Loan Losses, LHFI [Member] | Commercial and Industrial Loans [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually 3,407 4,334    
Collectively 25,795 23,025    
Total 29,202 27,359 29,017 22,851
Allowance for Loan Losses, LHFI [Member] | Consumer Loans [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Collectively 3,148 2,890    
Total 3,148 2,890 3,227 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 370 516    
Collectively 422 474    
Total 792 990 792 789
Allowance for Loan Losses, LHFI [Member] | Other Loans [Member]        
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]        
Individually 1,006 1,052    
Collectively 4,396 5,142    
Total 5,402 6,194 3,953 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 7,524 7,390    
Total 7,524 7,390 7,826 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 32 39    
Collectively 8,349 8,602    
Total 8,381 8,641 9,591 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 225 413    
Collectively 21,254 21,963    
Total 21,479 22,376 24,520 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 3,077 3,450    
Total $ 3,077 $ 3,450 $ 2,309 $ 2,790