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Summary of Significant Accounting Policies (Details)
3 Months Ended 12 Months Ended
Dec. 31, 2018
USD ($)
$ / shares
Sep. 30, 2018
$ / shares
Jun. 30, 2018
$ / shares
Mar. 31, 2018
USD ($)
$ / shares
Dec. 31, 2017
USD ($)
$ / shares
Sep. 30, 2017
$ / shares
Jun. 30, 2017
$ / shares
Mar. 31, 2017
$ / shares
Dec. 31, 2016
USD ($)
$ / shares
shares
Sep. 30, 2016
$ / shares
Jun. 30, 2016
$ / shares
Mar. 31, 2016
$ / shares
Dec. 31, 2018
USD ($)
$ / shares
shares
Dec. 31, 2017
USD ($)
$ / shares
shares
Dec. 31, 2016
USD ($)
$ / shares
shares
Dec. 31, 2015
shares
Dec. 31, 2018
USD ($)
market
shares
Dec. 31, 2017
USD ($)
shares
Schedule of Equity Method Investments [Line Items]                                    
Revaluation of deferred tax assets and liabilities                         $ 0 $ 31,486,000 $ 0      
Number of Markets in Which Entity Operates | market                                 11  
Goodwill [Roll Forward]                                    
Balance at December 31, 2017       $ 1,808,002,000                 1,808,002,000          
Goodwill, Acquired During Period                         0          
Goodwill, Purchase Accounting Adjustments                         (881,000)          
Balance at December 31, 2018 $ 1,807,121,000       $ 1,808,002,000               1,807,121,000 1,808,002,000        
Finite-lived Intangible Assets [Roll Forward]                                    
Balance at December 31, 2017       56,710,000                 56,710,000          
Acquisitions                         0          
Amortization                         (10,549,000) (8,816,000) (4,281,000)      
Change in purchase price allocation of previous acquisitions                         0          
Balance at December 31, 2018 46,161,000       56,710,000               46,161,000 56,710,000        
Balance at December 31, 2016       1,864,712,000                 1,864,712,000          
Acquisitions                         0          
Amortization                         (10,549,000)          
Balance at December 31, 2017 1,853,282,000       1,864,712,000               1,853,282,000 1,864,712,000        
Finite-Lived Intangible Assets, Net [Abstract]                                    
Finite-Lived Intangible Assets, Gross                                 $ 92,787,000 $ 92,787,000
Accumulated amortization                                 (46,626,000) (36,077,000)
Net book value $ 46,161,000     $ 56,710,000 $ 56,710,000               $ 56,710,000 56,710,000     $ 46,161,000 56,710,000
Cash Equivalents and Cash Flows [Abstract]                                    
Cash equivalents maturity period                         90 days          
Cash Payments [Abstract]                                    
Interest                         $ 199,464,000 91,628,000 37,003,000      
Income taxes paid                         55,626,000 81,539,000 49,504,000      
Noncash Transactions [Abstract]                                    
Loans charged-off to the allowance for loan losses                         (30,400,000) (22,046,000) (31,112,000)      
Real Estate Owned, Transfer to Real Estate Owned                         3,524,000 6,228,000 4,453,000      
Loans foreclosed upon with repossessions transferred to other repossessed assets                         1,899,000 646,000 1,842,000      
Other Real Estate Sales Financed                         891,000 908,000 0      
Available-for-sale securities transferred to Held-to-Maturity                         179,763,000 0 0      
Transfer of Loans Held-for-sale to Portfolio Loans                         44,980,000 0 0      
Common stock issued in connection with acquisitions                         $ 0 1,850,968,000 222,162,000      
Loans [Abstract]                                    
Number of loan segments                         5          
Net deferred loan fees                         $ 7,400,000 7,800,000        
Percentage of loan portfolio assigned specific risk rating                                 80.80%  
Premises and Equipment and Leaseholds [Abstract]                                    
Deferred liability associated with escalating rentals                                 $ 3,800,000  
Other Assets [Abstract]                                    
Premises and equipment, net                                 265,560,000 266,014,000
Amortization                         3,000,000 2,500,000 2,300,000      
Cash surrender value of life insurance                                 525,700,000 415,900,000
Noninterest income related to cash surrender value of bank owned life insurance policies                         12,500,000 7,900,000 3,500,000      
investments are included in CRA investments                                 32,800,000 22,000,000
Investments as per community reinvestment act                                 72,600,000 53,800,000
Variable Interest Entity [Line Items]                                    
Federal Reserve Bank and Federal Home Loan Bank (FHLB) stock                                 70,200,000 46,400,000
Alternative Investment                                 $ 26,400,000 16,700,000
Gain (loss) due to change in fair value of investments                         2,734,000 364,000        
Number of trusts investment                                 12  
Value of investments with trust companies                                 $ 239,237,000 221,667,000
Other Real Estate Owned [Abstract]                                    
Other real estate owned                                 16,200,000 29,100,000
Valuation allowance related to other real estate owned                                 1,006,000 1,200,000
Foreclosed real estate expense                         $ 723,000 $ 1,079,000 396,000      
Income Tax Contingency [Line Items]                                    
Unrecognized Tax Benefits, Income Tax Penalties and Interest Accrued                 $ 0           $ 0   $ 0 $ 0
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]                                    
Stock options outstanding (in shares) | shares                 550,490           550,490 1,251,601 176,709 274,586
Incremental Common Shares Attributable to Dilutive Effect of Share-based Payment Arrangements | shares                         338,545 567,611 694,909      
Antidilutive Securities Excluded from Computation of Earnings Per Share, Amount | shares                         0          
Basic earnings per share calculation [Abstract]                                    
Numerator - Net income (loss) available to common stockholders                         $ 359,440,000 $ 173,979,000 $ 127,225,000      
Denominator - Weighted average common shares outstanding (in shares) | shares                         77,111,372 63,760,578 43,037,083      
Basic net income per common share (in dollars per share) | $ / shares $ 1.24 $ 1.22 $ 1.13 $ 1.08 $ 0.35 $ 0.84 $ 0.81 $ 0.83 $ 0.79 $ 0.71 $ 0.75 $ 0.70 $ 4.66 $ 2.73 $ 2.96      
Diluted net income per share calculation [Abstract]                                    
Numerator - Net income (loss) available to common stockholders                         $ 359,440,000 $ 173,979,000 $ 127,225,000      
Denominator - Weighted average common shares outstanding (in shares) | shares                         77,111,372 63,760,578 43,037,083      
Dilutive shares (in shares) | shares                         338,545 567,611 694,909      
Weighted average diluted common shares outstanding (in shares) | shares                         77,449,917 64,328,189 43,731,992      
Diluted net income per common share (in dollars per share) | $ / shares $ 1.23 $ 1.21 $ 1.12 $ 1.08 $ 0.35 $ 0.83 $ 0.80 $ 0.82 $ 0.78 $ 0.71 $ 0.73 $ 0.68 $ 4.64 $ 2.70 $ 2.91      
New Accounting Pronouncements or Change in Accounting Principle                                    
Estimated right of use asset and additional lease liability                         $ 80,000,000          
Variable Interest Entity, Primary Beneficiary                                    
Variable Interest Entity [Line Items]                                    
Value of investments with trust companies                                 $ 3,995,000  
Small Impaired Loans                                    
Financing Receivable, Impaired [Line Items]                                    
Principal balance of loans subject to individual determination of impairment                                 750,000  
Premises and Equipment | Minimum                                    
Premises and Equipment and Leaseholds [Abstract]                                    
Premises and equipment, useful life                         3 years          
Premises and Equipment | Maximum                                    
Premises and Equipment and Leaseholds [Abstract]                                    
Premises and equipment, useful life                         30 years          
Computer Software, Intangible Asset                                    
Other Assets [Abstract]                                    
Premises and equipment, net                                 $ 7,700,000 $ 9,300,000
Computer Software, Intangible Asset | Minimum                                    
Premises and Equipment and Leaseholds [Abstract]                                    
Premises and equipment, useful life                         3 years          
Computer Software, Intangible Asset | Maximum                                    
Premises and Equipment and Leaseholds [Abstract]                                    
Premises and equipment, useful life                         7 years          
Bankers Healthcare Group, LLC                                    
Schedule of Equity Method Investments [Line Items]                                    
Equity Method Investment, Ownership Percentage                                 49.00%  
Finite-lived Intangible Assets [Roll Forward]                                    
Amortization                         $ (2,800,000) $ (3,300,000)        
Internal Revenue Service (IRS) | Minimum                                    
Income Tax Contingency [Line Items]                                    
Tax year open to audit under the statute of limitation                               2015    
Internal Revenue Service (IRS) | Maximum                                    
Income Tax Contingency [Line Items]                                    
Tax year open to audit under the statute of limitation                         2018          
Employee Stock Option                                    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]                                    
Stock options outstanding (in shares) | shares                                 176,709