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Summary of Significant Accounting Policies (Details)
3 Months Ended 12 Months Ended
Dec. 31, 2016
USD ($)
$ / shares
Sep. 30, 2016
USD ($)
$ / shares
Jun. 30, 2016
USD ($)
$ / shares
Mar. 31, 2016
USD ($)
$ / shares
Dec. 31, 2015
USD ($)
$ / shares
Sep. 30, 2015
USD ($)
$ / shares
Jun. 30, 2015
USD ($)
$ / shares
Mar. 31, 2015
USD ($)
$ / shares
Dec. 31, 2014
USD ($)
$ / shares
Sep. 30, 2014
USD ($)
$ / shares
Jun. 30, 2014
USD ($)
$ / shares
Mar. 31, 2014
USD ($)
$ / shares
Dec. 31, 2016
USD ($)
Segment
Quarter
$ / shares
shares
Dec. 31, 2015
USD ($)
$ / shares
shares
Dec. 31, 2014
USD ($)
$ / shares
shares
Dec. 31, 2016
USD ($)
Trust
shares
Mar. 01, 2016
Dec. 31, 2015
USD ($)
Feb. 01, 2015
Goodwill [Roll Forward]                                      
Balance at December 31, 2015       $ 432,232,255                 $ 432,232,255            
Acquisitions                         122,672,000            
Amortization                         0            
Change in purchase price allocation of previous acquisitions                         (3,125,000)            
Other changes [1]                         (185,000)            
Balance at December 31, 2016 $ 551,593,796       $ 432,232,255               551,593,796 $ 432,232,255          
Core deposit and other intangible assets [Roll Forward]                                      
Balance at December 31, 2015       10,540,000                 10,540,000            
Acquisitions                         8,845,000            
Amortization                         (4,281,459) (1,973,953) $ (947,678)        
Change in purchase price allocation of previous acquisitions                         0            
Other changes [1]                         0            
Balance at December 31, 2016 15,104,000       10,540,000               15,104,000 10,540,000          
Total [Abstract]                                      
Balance at December 31, 2015       442,772,000                 442,772,000            
Acquisitions                         131,517,000            
Amortization                         (4,281,000)            
Change in purchase price allocation of previous acquisitions                         (3,125,000)            
Other changes                         (185,000)            
Balance at December 31, 2016 566,698,000       442,772,000               566,698,000 442,772,000          
Finite-Lived Intangible Assets, Net [Abstract]                                      
Gross carrying amount                               $ 42,365,000   $ 33,520,000  
Accumulated amortization                               (27,261,000)   (22,980,000)  
Net book value 15,104,000     10,540,000 10,540,000               $ 10,540,000 10,540,000   $ 15,104,000   10,540,000  
Cash Equivalents and Cash Flows [Abstract]                                      
Cash equivalents maturity period                         90 days            
Cash Payments [Abstract]                                      
Interest                         $ 37,002,870 17,435,292 13,414,134        
Income taxes paid                         49,503,637 45,715,968 31,350,000        
Noncash Transactions [Abstract]                                      
Loans charged-off to the allowance for loan losses                         31,112,118 21,148,034 7,702,661        
Loans foreclosed upon with repossessions transferred to other real estate                         4,453,060 341,342 4,649,852        
Loans foreclosed upon with repossessions transferred to other repossessed assets                         1,842,318 8,259,368 2,262,573        
Common stock issued in connection with acquisitions                         $ 222,162,640 269,492,990 0        
Loans [Abstract]                                      
Number of loan segments | Segment                         5            
Net deferred loan fees                         $ 7,600,000 4,200,000          
Percentage of loan portfolio assigned specific risk rating                               79.00%      
ASC 450-20, Loss Contingencies [Abstract]                                      
Number of prior quarters used for historical migration analysis | Quarter                         24            
Financing Receivable, Impaired [Line Items]                                      
Principal balance of loans subject to individual determination of impairment                               $ 250,000      
Principal balance of impaired loans                 $ 16,705,000           16,705,000 27,577,000   29,359,000  
Premises and Equipment and Leaseholds [Abstract]                                      
Deferred liability associated with escalating rentals                               3,000,000      
Other Assets [Abstract]                                      
Computer software related assets, net                               88,904,145   77,923,607  
Cash surrender value of life insurance                               150,614,120   121,918,638  
Noninterest income related to cash surrender value of bank owned life insurance policies                         $ 3,547,401 2,548,157 2,426,447        
Variable Interest Entity [Line Items]                                      
Federal Reserve Bank and Federal Home Loan Bank (FHLB) stock                               31,400,000   26,500,000  
Investments in other entities at fair value                               $ 8,300,000   7,600,000  
Gain (loss) due to change in fair value of investments                         (233,000) (39,000)          
Number of trusts investment | Trust                               4      
Value of investments with trust companies                               $ 205,359,844   88,880,014  
Investments as per community reinvestment act                               43,100,000   17,100,000  
investments are included in CRA investments                               18,900,000   3,200,000  
Other Real Estate Owned [Abstract]                                      
Other real estate owned                               6,500,000   6,600,000  
Valuation allowance related to other real estate owned                               381,000   1,500,000  
Foreclosed real estate expense                         396,000 (306,000) 664,000        
Realized losses on foreclosed real estate                         $ 141,000 $ (434,000) (552,000)        
Income Tax Contingency [Line Items]                                      
Unrecognized Tax Benefits, Income Tax Penalties and Interest Accrued                 140,000           $ 140,000 0   (96,000)  
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]                                      
Stock options, stock appreciation rights and warrants included in earning per share calculation (in shares) | shares                         694,909 958,320 403,555        
Basic earnings per share calculation [Abstract]                                      
Numerator - Net income (loss) available to common stockholders $ 36,097,000 $ 32,377,000 $ 30,787,000 $ 27,964,000 $ 26,854,000 $ 24,149,000 $ 22,665,000 $ 21,843,000 $ 18,737,000 $ 18,197,000 $ 17,170,000 $ 16,367,000 $ 127,224,695 $ 95,509,402 $ 70,471,167        
Denominator - Weighted average common shares outstanding (in shares) | shares                         43,037,083 37,015,468 34,723,335        
Basic net income per common share (in dollars per share) | $ / shares $ 0.79 $ 0.71 $ 0.75 $ 0.70 $ 0.67 $ 0.64 $ 0.65 $ 0.62 $ 0.54 $ 0.52 $ 0.49 $ 0.47 $ 2.96 $ 2.58 $ 2.03        
Diluted net income per share calculation [Abstract]                                      
Numerator - Net income (loss) available to common stockholders $ 36,097,000 $ 32,377,000 $ 30,787,000 $ 27,964,000 $ 26,854,000 $ 24,149,000 $ 22,665,000 $ 21,843,000 $ 18,737,000 $ 18,197,000 $ 17,170,000 $ 16,367,000 $ 127,224,695 $ 95,509,402 $ 70,471,167        
Denominator - Weighted average common shares outstanding (in shares) | shares                         43,037,083 37,015,468 34,723,335        
Dilutive shares (in shares) | shares                         694,909 958,320 403,555        
Weighted average diluted common shares outstanding (in shares) | shares                         43,731,992 37,973,788 35,126,890        
Diluted net income per common share (in dollars per share) | $ / shares $ 0.78 $ 0.71 $ 0.73 $ 0.68 $ 0.65 $ 0.62 $ 0.64 $ 0.62 $ 0.53 $ 0.52 $ 0.49 $ 0.47 $ 2.91 $ 2.52 $ 2.01        
Mortgage Servicing Rights [Abstract]                                      
Servicing asset at amortized cost                                   6,412,000  
Mortgage servicing rights associated with Fannie Mae portfolio       $ 830,000,000                              
Sale of mortgage servicing rights       $ 6,600,000                 $ 6,747,626 $ 0 $ 0        
Income recorded upon sale of servicing portfolio                         $ 241,000            
Trust [Member]                                      
Variable Interest Entity [Line Items]                                      
Value of investments with trust companies                               2,476,000   2,476,000  
Premises and Equipment [Member] | Minimum [Member]                                      
Premises and Equipment and Leaseholds [Abstract]                                      
Premises and equipment, useful life                         3 years            
Premises and Equipment [Member] | Maximum [Member]                                      
Premises and Equipment and Leaseholds [Abstract]                                      
Premises and equipment, useful life                         30 years            
Software [Member]                                      
Other Assets [Abstract]                                      
Computer software related assets, net                               $ 5,724,215   $ 6,616,443  
Computer software related assets, amortization                         $ 2,326,927 1,346,284 $ 1,084,000        
Software [Member] | Minimum [Member]                                      
Other Assets [Abstract]                                      
Computer software related assets, useful life                         3 years            
Software [Member] | Maximum [Member]                                      
Other Assets [Abstract]                                      
Computer software related assets, useful life                         7 years            
Bankers Healthcare Group, LLC [Member]                                      
Schedule of Equity Method Investments [Line Items]                                      
Ownership percentage equity method investment       19.00%                       49.00% 8.55%   30.00%
Core deposit and other intangible assets [Roll Forward]                                      
Amortization                         $ (3,400,000) (1,300,000)          
Internal Revenue Service (IRS) [Member] | Minimum [Member]                                      
Income Tax Contingency [Line Items]                                      
Tax year open to audit under the statute of limitation                         2013            
Internal Revenue Service (IRS) [Member] | Maximum [Member]                                      
Income Tax Contingency [Line Items]                                      
Tax year open to audit under the statute of limitation                         2016            
State of Tennessee [Member] | Minimum [Member]                                      
Income Tax Contingency [Line Items]                                      
Tax year open to audit under the statute of limitation                         2013            
State of Tennessee [Member] | Maximum [Member]                                      
Income Tax Contingency [Line Items]                                      
Tax year open to audit under the statute of limitation                         2016            
Stock Options [Member]                                      
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]                                      
Stock options outstanding (in shares) | shares                               550,490      
ASU 2015-03 [Member]                                      
New Accounting Pronouncements or Change in Accounting Principle [Line Items]                                      
Amount of deferred financing cost reclassified from other assets to subordinated debtAmount of deferred financing cost reclassified from other assets to subordinated debt                           $ 870,000          
[1] Represents options exercised related to acquisitions which occurred prior to the adoption of ASC 718-20 Compensation.