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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, 2017
Jun. 30, 2016
Jun. 30, 2017
Jun. 30, 2016
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Balance at beginning of period     $ 71,265  
Provision for loan losses, LHFI $ 2,921 $ 2,596 5,683 $ 4,839
Balance at end of period 76,184   76,184  
Allowance for Loan Losses, LHFI [Member]        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Balance at beginning of period 72,445 69,668 71,265 67,619
Loans charged-off (2,118) (3,251) (6,320) (6,614)
Recoveries 2,936 2,783 5,556 5,952
Net recoveries (charge-offs) 818 (468) (764) (662)
Provision for loan losses, LHFI 2,921 2,596 5,683 4,839
Balance at end of period 76,184 71,796 76,184 71,796
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     9,085 11,587
Loans charged-off     (58) (212)
Recoveries     753 657
Provision for loan losses, LHFI     (1,056) (1,314)
Balance at end of period 8,724 10,718 8,724 10,718
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     10,347 10,678
Loans charged-off     (343) (970)
Recoveries     904 566
Provision for loan losses, LHFI     (414) (459)
Balance at end of period 10,494 9,815 10,494 9,815
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     20,967 21,563
Loans charged-off     (20) (105)
Recoveries     236 802
Provision for loan losses, LHFI     3,467 2,090
Balance at end of period 24,650 24,350 24,650 24,350
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     2,263 2,467
Recoveries     26 3
Provision for loan losses, LHFI     905 284
Balance at end of period 3,194 2,754 3,194 2,754
Allowance for Loan Losses, LHFI [Member] | Commercial and Industrial Loans [Member]        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Balance at beginning of period     22,011 15,815
Loans charged-off     (2,186) (1,810)
Recoveries     869 318
Provision for loan losses, LHFI     1,186 3,628
Balance at end of period 21,880 17,951 21,880 17,951
Allowance for Loan Losses, LHFI [Member] | Consumer Loans [Member]        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Balance at beginning of period     3,241 2,879
Loans charged-off     (1,318) (889)
Recoveries     978 1,822
Provision for loan losses, LHFI     413 (780)
Balance at end of period 3,314 3,032 3,314 3,032
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     859 809
Provision for loan losses, LHFI     (100) 104
Balance at end of period 759 913 759 913
Allowance for Loan Losses, LHFI [Member] | Other Loans [Member]        
Financing Receivable, Allowance for Credit Losses [Roll Forward]        
Balance at beginning of period     2,492 1,821
Loans charged-off     (2,395) (2,628)
Recoveries     1,790 1,784
Provision for loan losses, LHFI     1,282 1,286
Balance at end of period $ 3,169 $ 2,263 $ 3,169 $ 2,263