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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
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2016
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]            
Total $ 83,566   $ 76,733      
Allowance for Loan Losses, LHFI [Member]            
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]            
Individually 9,840   1,743      
Collectively 73,726   74,990      
Total 83,566 $ 81,235 76,733 $ 76,184 $ 72,445 $ 71,265
Allowance for Loan Losses, LHFI [Member] | Commercial and Industrial Loans [Member]            
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]            
Individually 8,499   131      
Collectively 23,029   22,720      
Total 31,528   22,851 21,880   22,011
Allowance for Loan Losses, LHFI [Member] | Consumer Loans [Member]            
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]            
Collectively 2,974   3,470      
Total 2,974   3,470 3,314   3,241
Allowance for Loan Losses, LHFI [Member] | State and Other Political Subdivision Loans [Member]            
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]            
Collectively 765   789      
Total 765   789 759   859
Allowance for Loan Losses, LHFI [Member] | Other Loans [Member]            
Financing Receivable, Allowance for Credit Loss, Additional Information [Abstract]            
Individually 1,106   41      
Collectively 3,260   4,625      
Total 4,366   4,666 3,169   2,492
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]            
Individually 60   75      
Collectively 7,830   7,790      
Total 7,890   7,865 8,724   9,085
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 42   1,331      
Collectively 9,620   9,543      
Total 9,662   10,874 10,494   10,347
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 133   165      
Collectively 23,869   23,263      
Total 24,002   23,428 24,650   20,967
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 2,379   2,790      
Total $ 2,379   $ 2,790 $ 3,194   $ 2,263