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Summary of Significant Accounting Policies (Details) - USD ($)
3 Months Ended 9 Months Ended 12 Months Ended
Sep. 30, 2015
Sep. 30, 2014
Sep. 30, 2015
Sep. 30, 2014
Dec. 31, 2014
Cash Transactions [Abstract]          
Interest paid     $ 11,807,394 $ 10,186,045  
Income taxes paid, net     30,186,000 22,150,000  
Noncash Transactions:          
Loans charged-off to the allowance for loan losses     11,732,626 5,634,327 $ 7,703,000
Loans foreclosed upon and transferred to other real estate owned     252,896 1,672,459  
Loans foreclosed upon and transferred to other repossessed assets     5,947,634 1,398,823  
Available-for-sale securities transferred to held-to-maturity portfolio     0 0  
Basic net income per share calculation [Abstract]          
Numerator - Net income $ 24,148,752 $ 18,196,822 $ 68,655,294 $ 51,733,929  
Denominator - Average common shares outstanding (in shares) 37,828,329 34,762,206 36,009,659 34,688,064  
Basic net income per share (in dollars per share) $ 0.64 $ 0.52 $ 1.91 $ 1.49  
Diluted earnings per share calculation [Abstract]          
Numerator - Net income $ 24,148,752 $ 18,196,822 $ 68,655,294 $ 51,733,929  
Denominator - Average common shares outstanding (in shares) 37,828,329 34,762,206 36,009,659 34,688,064  
Dilutive shares contingently issuable (in shares) 964,458 393,018 934,512 381,700  
Average diluted common shares outstanding (in shares) 38,792,787 35,155,224 36,944,171 35,069,764  
Diluted net income per share (in dollars per share) $ 0.62 $ 0.52 $ 1.86 $ 1.48  
Subordinated Notes [Member]          
Debt Instrument [Line Items]          
Debt instrument, principal amount $ 60,000,000   $ 60,000,000    
Debt instrument, redemption price as percentage of principal amount redeemed     100.00%    
Debt instrument, interest rate 4.875%   4.875%    
Net proceeds from issuance debt     $ 59,100,000    
Subordinated Notes [Member] | LIBOR [Member]          
Debt Instrument [Line Items]          
Debt instrument, basis spread on variable rate     3.128%