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Loans and Allowance for Loan Losses (Details)
3 Months Ended 9 Months Ended 12 Months Ended
Sep. 30, 2018
USD ($)
Sep. 30, 2017
USD ($)
Sep. 30, 2018
USD ($)
alternative
Sep. 30, 2017
USD ($)
Dec. 31, 2017
USD ($)
Sep. 30, 2018
USD ($)
Dec. 31, 2017
USD ($)
Sep. 30, 2017
USD ($)
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) $ 2,551,000 $ 1,489,000 $ 5,483,000 $ 5,051,000 $ 7,462,000      
Gross loans           $ 2,408,043,000 $ 1,946,114,000  
Loans Receivable Held-for-sale, Amount           940,000 1,025,000  
loans and leases receivable gross excluding loans held for sale           2,407,103,000 1,945,089,000  
Less [Abstract]                
Net deferred loan fees, premiums and discounts           7,883,000 6,613,000  
Allowance for loan losses 22,045,000 18,209,000 19,977,000 16,753,000 16,753,000 23,839,000 19,977,000 $ 18,589,000
Net loans           2,375,381,000 1,918,499,000  
Increase (Decrease) in loans receivable     456,900,000          
Impaired Loans [Abstract]                
Minimum value of loans individually measured for impairment     $ 250,000          
Number of alternatives for measuring impaired loans receivable | alternative     3          
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 22,045,000 18,209,000 $ 19,977,000 16,753,000 16,753,000      
Provision for Loan and Lease Losses 2,551,000 1,489,000 5,483,000 5,051,000        
Losses charged off (846,000) (1,409,000) (2,041,000) (3,890,000) (5,195,000)      
Recoveries 89,000 300,000 420,000 675,000 957,000      
Balance, end of period 23,839,000 18,589,000 $ 23,839,000 18,589,000 19,977,000      
Ending Balance [Abstract]                
Individually evaluated for impairment           1,108,000 614,000 295,000
Collectively evaluated for impairment           22,320,000 19,354,000 18,294,000
Financing Receivable, Allowance for Credit Losses               0
Ending Balance [Abstract]                
Individually evaluated for impairment           17,833,000 13,086,000 9,776,000
Collectively evaluated for impairment           2,367,922,000 1,926,156,000 1,852,302,000
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           2,400,160,000 1,939,501,000 1,867,562,000
Construction and land development                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           91,768,000 107,721,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           91,355,000 107,594,000  
Agricultural real estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           191,812,000 127,232,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           191,724,000 127,183,000  
1-4 Family residential properties                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           368,759,000 294,483,000  
Ending Balance [Abstract]                
Period When Loans are Charged-down     180 days          
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           367,343,000 293,667,000  
Multifamily residential properties                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           100,881,000 61,966,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           100,368,000 61,798,000  
Commercial real estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           818,093,000 684,639,000  
Loans Receivable Additional Information [Abstract]                
Debt coverage ratio     1.20x          
Amortization period of loans     twenty years          
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           814,574,000 681,757,000  
Commercial real estate | Minimum [Member]                
Loans Receivable Additional Information [Abstract]                
Maximum Loan-to-value Ratio (in hundredths)     65.00%          
Commercial real estate | Maximum [Member]                
Loans Receivable Additional Information [Abstract]                
Maximum Loan-to-value Ratio (in hundredths)     80.00%          
Loans secured by real estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           1,571,313,000 1,276,041,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           1,565,364,000 1,271,999,000  
Agricultural loans                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           120,812,000 86,602,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           120,770,000 86,631,000  
Commercial and industrial loans                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           541,099,000 445,378,000  
Loans Receivable Additional Information [Abstract]                
Maximum Loan-to-value Ratio (in hundredths)     80.00%          
Amortization period of loans     seven years          
Loans Receivable, Time Period     one year          
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           540,387,000 444,263,000  
Consumer loans                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) 165,000 72,000 $ 400,000 179,000 361,000      
Gross loans           57,788,000 30,070,000  
Less [Abstract]                
Allowance for loan losses 928,000 716,000 803,000 693,000 693,000 1,042,000 803,000 691,000
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 928,000 716,000 803,000 693,000 693,000      
Losses charged off (133,000) (160,000) (397,000) (397,000) (521,000)      
Recoveries 82,000 63,000 236,000 216,000 270,000      
Balance, end of period 1,042,000 691,000 1,042,000 691,000 803,000      
Ending Balance [Abstract]                
Individually evaluated for impairment           1,000 1,000 2,000
Collectively evaluated for impairment           1,041,000 802,000 689,000
Ending Balance [Abstract]                
Individually evaluated for impairment           159,000 200,000 210,000
Collectively evaluated for impairment           69,048,000 38,870,000 32,892,000
Loans Receivable, Net           69,212,000 39,070,000 33,102,000
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           57,248,000 29,749,000  
All other loans                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           117,031,000 108,023,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           116,391,000 106,859,000  
Agricultural and Farm Loans [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           312,600,000 213,800,000  
Less [Abstract]                
Increase (Decrease) in loans receivable     $ 98,800,000          
Loans Receivable Additional Information [Abstract]                
Maximum Loan-to-value Ratio (in hundredths)     65.00%          
Amortization period of loans     twenty five years          
Loans Receivable, Time Period     one year          
Other Grain Farming [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           236,800,000 170,800,000  
Less [Abstract]                
Increase (Decrease) in loans receivable     $ 66,000,000          
Motels and Hotels Loans [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           129,500,000    
Non-residential Buildings [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           235,200,000    
Residential Buildings [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           230,200,000    
Other Gambling Industries [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           96,300,000    
Unsecured Open-end Loans [Member]                
Ending Balance [Abstract]                
Period When Loans are Charged-down     180 days          
Other Secured Loans [Member]                
Ending Balance [Abstract]                
Period When Loans are Charged-down     120 days          
Commercial/ Commercial Real Estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) 1,197,000 1,440,000 $ 3,467,000 4,573,000 6,884,000      
Less [Abstract]                
Allowance for loan losses 18,663,000 14,747,000 16,546,000 12,901,000 12,901,000 19,426,000 16,546,000 15,103,000
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 18,663,000 14,747,000 16,546,000 12,901,000 12,901,000      
Losses charged off (439,000) (1,242,000) (715,000) (2,725,000) (3,795,000)      
Recoveries 5,000 158,000 128,000 354,000 556,000      
Balance, end of period 19,426,000 15,103,000 19,426,000 15,103,000 16,546,000      
Ending Balance [Abstract]                
Individually evaluated for impairment           858,000 586,000 168,000
Collectively evaluated for impairment           18,157,000 15,951,000 14,935,000
Ending Balance [Abstract]                
Individually evaluated for impairment           14,924,000 11,372,000 7,635,000
Collectively evaluated for impairment           1,605,717,000 1,360,156,000 1,287,821,000
Loans Receivable, Net           1,632,076,000 1,371,787,000 1,300,940,000
Agricultural/ Agricultural Real Estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) 247,000 (57,000) 405,000 98,000 153,000      
Less [Abstract]                
Allowance for loan losses 1,900,000 1,743,000 1,742,000 2,249,000 2,249,000 2,054,000 1,742,000 1,687,000
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 1,900,000 1,743,000 1,742,000 2,249,000 2,249,000      
Losses charged off (93,000) 0 (93,000) (662,000) (662,000)      
Recoveries 0 1,000 0 2,000 2,000      
Balance, end of period 2,054,000 1,687,000 2,054,000 1,687,000 1,742,000      
Ending Balance [Abstract]                
Individually evaluated for impairment           0 2,000 0
Collectively evaluated for impairment           2,054,000 1,740,000 1,687,000
Ending Balance [Abstract]                
Individually evaluated for impairment           42,000 488,000 513,000
Collectively evaluated for impairment           312,145,000 213,033,000 206,669,000
Loans Receivable, Net           312,191,000 213,521,000 207,182,000
Residential Real Estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) 942,000 (2,000) 1,211,000 167,000 100,000      
Less [Abstract]                
Allowance for loan losses 554,000 969,000 $ 886,000 874,000 874,000 1,317,000 886,000 1,038,000
Loans Receivable Additional Information [Abstract]                
Maximum Loan-to-value Ratio (in hundredths)     80.00%          
Amortization period of loans     twenty five years          
Balloon period     five years          
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 554,000 969,000 $ 886,000 874,000 874,000      
Losses charged off (181,000) (7,000) (836,000) (106,000) (217,000)      
Recoveries 2,000 78,000 56,000 103,000 129,000      
Balance, end of period 1,317,000 1,038,000 1,317,000 1,038,000 886,000      
Ending Balance [Abstract]                
Individually evaluated for impairment           249,000 25,000 125,000
Collectively evaluated for impairment           1,068,000 861,000 913,000
Ending Balance [Abstract]                
Individually evaluated for impairment           2,708,000 1,026,000 1,418,000
Collectively evaluated for impairment           381,012,000 314,097,000 324,920,000
Loans Receivable, Net           386,681,000 315,123,000 326,338,000
Unallocated                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) 0 36,000 0 34,000 (36,000)      
Less [Abstract]                
Allowance for loan losses 0 34,000 0 36,000 36,000 0 0 70,000
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 0 34,000 0 36,000 36,000      
Losses charged off 0 0 0 0 0      
Recoveries 0 0 0 0 0      
Balance, end of period $ 0 $ 70,000 0 $ 70,000 $ 0      
Ending Balance [Abstract]                
Individually evaluated for impairment           0 0 0
Collectively evaluated for impairment           0 0 70,000
Ending Balance [Abstract]                
Individually evaluated for impairment           0 0 0
Collectively evaluated for impairment           0 0 0
Loans Receivable, Net           0 0 0
Financial Asset Acquired with Credit Deterioration [Member]                
Less [Abstract]                
Net loans           13,994,000 250,000  
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           411,000 9,000 0
Ending Balance [Abstract]                
Financing Receivable, Net           14,405,000 259,000 5,484,000
Financial Asset Acquired with Credit Deterioration [Member] | Construction and land development                
Ending Balance [Abstract]                
Financing Receivable, Net           292,000    
Financial Asset Acquired with Credit Deterioration [Member] | Agricultural real estate                
Ending Balance [Abstract]                
Financing Receivable, Net           0    
Financial Asset Acquired with Credit Deterioration [Member] | 1-4 Family residential properties                
Ending Balance [Abstract]                
Financing Receivable, Net           2,961,000 0  
Financial Asset Acquired with Credit Deterioration [Member] | Multifamily residential properties                
Ending Balance [Abstract]                
Financing Receivable, Net           3,912,000 0  
Financial Asset Acquired with Credit Deterioration [Member] | Agricultural loans                
Ending Balance [Abstract]                
Financing Receivable, Net           4,000 0  
Financial Asset Acquired with Credit Deterioration [Member] | Commercial and industrial loans                
Ending Balance [Abstract]                
Financing Receivable, Net           67,000 8,000  
Financial Asset Acquired with Credit Deterioration [Member] | Consumer loans                
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           0 0 0
Ending Balance [Abstract]                
Financing Receivable, Net           5,000 0 0
Financial Asset Acquired with Credit Deterioration [Member] | Commercial/ Commercial Real Estate                
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           411,000 9,000 0
Ending Balance [Abstract]                
Financing Receivable, Net           11,435,000 259,000 5,484,000
Financial Asset Acquired with Credit Deterioration [Member] | Agricultural/ Agricultural Real Estate                
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           0 0 0
Ending Balance [Abstract]                
Financing Receivable, Net           4,000 0 0
Financial Asset Acquired with Credit Deterioration [Member] | Residential Real Estate                
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           0 0 0
Ending Balance [Abstract]                
Financing Receivable, Net           2,961,000 0 0
Financial Asset Acquired with Credit Deterioration [Member] | Unallocated                
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           0 0 0
Ending Balance [Abstract]                
Financing Receivable, Net           $ 0 $ 0 $ 0
First BancTrust [Member] | Agricultural and Farm Loans [Member]                
Less [Abstract]                
Increase (Decrease) in loans receivable     $ 81,800,000