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Loans and Allowance for Loan Losses - Age Analysis of Past Due Loans, Excluding Loans Acquired, Segregated by Class of Loans (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Loans $ 11,858,195 $ 10,779,685
Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 38,907 46,075
Current 8,084,367 5,659,534
Total Loans 8,123,274 5,705,609
90 Days Past Due & Accruing 281 343
Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 19,582 18,159
90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 19,325 27,916
Consumer | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 6,556 9,686
Current 435,162 455,830
Total Loans 441,718 465,516
90 Days Past Due & Accruing 189 342
Consumer | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 4,118 5,716
Consumer | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 2,438 3,970
Consumer | Credit cards | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 1,294 1,379
Current 180,843 184,043
Total Loans 182,137 185,422
90 Days Past Due & Accruing 188 332
Consumer | Credit cards | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 777 707
Consumer | Credit cards | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 517 672
Consumer | Other consumer | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 5,262 8,307
Current 254,319 271,787
Total Loans 259,581 280,094
90 Days Past Due & Accruing 1 10
Consumer | Other consumer | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 3,341 5,009
Consumer | Other consumer | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 1,921 3,298
Real estate | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 19,529 26,571
Current 5,689,538 4,213,041
Total Loans 5,709,067 4,239,612
90 Days Past Due & Accruing 92 1
Real estate | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 10,768 10,870
Real estate | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 8,761 15,701
Real estate | Construction | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 1,430 1,621
Current 1,228,458 612,534
Total Loans 1,229,888 614,155
90 Days Past Due & Accruing 0 0
Real estate | Construction | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 1,033 411
Real estate | Construction | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 397 1,210
Real estate | Single family residential | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 9,392 14,531
Current 1,392,599 1,080,102
Total Loans 1,401,991 1,094,633
90 Days Past Due & Accruing 92 1
Real estate | Single family residential | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 5,180 8,071
Real estate | Single family residential | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 4,212 6,460
Real estate | Other commercial | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 8,707 10,419
Current 3,068,481 2,520,405
Total Loans 3,077,188 2,530,824
90 Days Past Due & Accruing 0 0
Real estate | Other commercial | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 4,555 2,388
Real estate | Other commercial | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 4,152 8,031
Commercial | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 12,822 9,818
Current 1,814,298 963,701
Total Loans 1,827,120 973,519
90 Days Past Due & Accruing 0 0
Commercial | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 4,696 1,573
Commercial | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 8,126 8,245
Commercial | Commercial | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 10,441 7,648
Current 1,597,901 817,569
Total Loans 1,608,342 825,217
90 Days Past Due & Accruing 0 0
Commercial | Commercial | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 4,568 1,523
Commercial | Commercial | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 5,873 6,125
Commercial | Agricultural | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 2,381 2,170
Current 216,397 146,132
Total Loans 218,778 148,302
90 Days Past Due & Accruing 0 0
Commercial | Agricultural | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 128 50
Commercial | Agricultural | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 2,253 2,120
Other    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Loans   26,962
Other | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 0 0
Current 145,369 26,962
Total Loans 145,369 26,962
90 Days Past Due & Accruing 0 $ 0
Other | Gross 30-89 Days Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due 0  
Other | 90 Days or More Past Due | Loans, Excluding Acquired Loans    
Financing Receivable, Recorded Investment, Past Due [Line Items]    
Total Past Due $ 0