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BORROWINGS AND BORROWING CAPACITY - Narrative (Details) - USD ($)
1 Months Ended 3 Months Ended 9 Months Ended 12 Months Ended
Oct. 31, 2015
Sep. 30, 2017
Sep. 30, 2017
Sep. 30, 2016
Dec. 31, 2015
Dec. 31, 2014
Debt Instrument [Line Items]            
Increase (decrease) in other borrowings         $ 18,000,000 $ 10,100,000
Repayments of debt $ 27,500,000   $ 103,000,000 $ 20,000,000    
Borrowing Agreement | Prime Rate            
Debt Instrument [Line Items]            
Basis spread on variable rate     0.25%      
Interest rate, effective percentage   4.00% 4.00%      
Allegiance Bank            
Debt Instrument [Line Items]            
Return on assets, below required minimum   0.47%        
Federal Home Loan Bank of Dallas            
Debt Instrument [Line Items]            
Maximum borrowing capacity   $ 886,600,000.0 $ 886,600,000.0      
Remaining borrowing capacity   646,000,000 646,000,000      
Long-term line of credit   240,600,000 240,600,000      
Outstanding amount   33,600,000 33,600,000      
Federal Home Loan Bank of Dallas | Expire in October 2017            
Debt Instrument [Line Items]            
Outstanding amount   25,000,000 25,000,000      
Federal Home Loan Bank of Dallas | Expire in February 2018            
Debt Instrument [Line Items]            
Outstanding amount   3,100,000 3,100,000      
Federal Home Loan Bank of Dallas | Expire in August 2018            
Debt Instrument [Line Items]            
Outstanding amount   5,500,000 5,500,000      
Federal Home Loan Bank of Dallas | Short-term Debt            
Debt Instrument [Line Items]            
Federal Home Loan Bank, advances   $ 207,000,000 $ 207,000,000      
Federal Home Loan Bank of Dallas | Short-term Debt | Weighted Average            
Debt Instrument [Line Items]            
Federal Home Loan Bank, advances, interest rate   1.32% 1.32%