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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 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Balance at beginning of period     $ 76,733  
Provision for loan losses, LHFI $ 3,167 $ 2,921 7,128 $ 5,683
Balance at end of period 83,566   83,566  
Allowance for Loan Losses, LHFI [Member]        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Balance at beginning of period 81,235 72,445 76,733 71,265
Transfers [1] 782   782  
Loans charged-off (3,421) (2,118) (5,963) (6,320)
Recoveries 1,803 2,936 4,886 5,556
Net (charge-offs) recoveries (1,618) 818 (1,077) (764)
Provision for loan losses, LHFI 3,167 2,921 7,128 5,683
Balance at end of period 83,566 76,184 83,566 76,184
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     7,865 9,085
Transfers [2]     573  
Loans charged-off     (2) (58)
Recoveries     536 753
Provision for loan losses, LHFI     (1,082) (1,056)
Balance at end of period 7,890 8,724 7,890 8,724
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     10,874 10,347
Transfers [2]     127  
Loans charged-off     (1,302) (343)
Recoveries     342 904
Provision for loan losses, LHFI     (379) (414)
Balance at end of period 9,662 10,494 9,662 10,494
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     23,428 20,967
Transfers [2]     103  
Loans charged-off     (1,117) (20)
Recoveries     36 236
Provision for loan losses, LHFI     1,552 3,467
Balance at end of period 24,002 24,650 24,002 24,650
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     2,790 2,263
Transfers [2]     (68)  
Recoveries     12 26
Provision for loan losses, LHFI     (355) 905
Balance at end of period 2,379 3,194 2,379 3,194
Allowance for Loan Losses, LHFI [Member] | Commercial and Industrial Loans [Member]        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Balance at beginning of period     22,851 22,011
Transfers [2]     2  
Loans charged-off     (178) (2,186)
Recoveries     1,347 869
Provision for loan losses, LHFI     7,506 1,186
Balance at end of period 31,528 21,880 31,528 21,880
Allowance for Loan Losses, LHFI [Member] | Consumer Loans [Member]        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Balance at beginning of period     3,470 3,241
Transfers [2]     45  
Loans charged-off     (1,007) (1,318)
Recoveries     1,037 978
Provision for loan losses, LHFI     (571) 413
Balance at end of period 2,974 3,314 2,974 3,314
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     789 859
Provision for loan losses, LHFI     (24) (100)
Balance at end of period 765 759 765 759
Allowance for Loan Losses, LHFI [Member] | Other Loans [Member]        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Balance at beginning of period     4,666 2,492
Loans charged-off     (2,357) (2,395)
Recoveries     1,576 1,790
Provision for loan losses, LHFI     481 1,282
Balance at end of period $ 4,366 $ 3,169 $ 4,366 $ 3,169
[1] The allowance for loan losses balance related to the remaining loans acquired in the Bay Bank & Trust Company (Bay Bank) merger on March 16, 2012, which were transferred from acquired loans to LHFI during the second quarter of 2018.
[2] The allowance for loan losses balance related to the remaining loans acquired in the Bay Bank merger on March 16, 2012, which were transferred from acquired loans to LHFI during the second quarter of 2018.