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Fair Values of Financial Instruments - Estimated Fair Values of Financial Instruments (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Assets:    
Investment securities available for sale $ 999,947 $ 696,862
Investment securities held to maturity 568,208 611,933
Loans held for sale 7,216 2,929
Quoted Prices in Active Markets for Identical Assets (Level 1)    
Assets:    
Cash and cash equivalents 154,905 127,927
Interest-bearing time deposits 35,027 24,459
Investment securities available for sale 18,765
Liabilities:    
Deposits 5,741,019 4,427,605
Significant Other Observable Inputs (Level 2)    
Assets:    
Investment securities available for sale 995,969 672,928
Investment securities held to maturity 556,305 597,246
Loans held for sale 7,216 2,929
Federal Home Loan Bank stock 23,825 17,964
Interest rate swap asset 7,323 6,310
Interest receivable 37,130 26,194
Liabilities:    
Deposits 1,406,526 1,111,491
Borrowings:    
Federal funds purchased 144,038 120,349
Securities sold under repurchase agreements 136,562 146,449
Federal Home Loan Bank advances 361,085 297,465
Subordinated debentures and term loans 120,085 105,930
Interest rate swap liability 8,688 8,477
Interest payable 4,390 3,110
Significant Unobservable Inputs (Level 3)    
Assets:    
Investment securities available for sale 3,978 5,169
Investment securities held to maturity 11,903 14,687
Loans 6,534,877 4,933,552
Carrying Amount    
Assets:    
Cash and cash equivalents 154,905 127,927
Interest-bearing time deposits 35,027 24,459
Investment securities available for sale 999,947 696,862
Investment securities held to maturity 560,655 607,643
Loans held for sale 7,216 2,929
Loans 6,676,167 5,073,608
Federal Home Loan Bank stock 23,825 17,964
Interest rate swap asset 7,323 6,310
Interest receivable 37,130 26,194
Liabilities:    
Deposits 7,172,530 5,556,498
Borrowings:    
Federal funds purchased 144,038 120,349
Securities sold under repurchase agreements 136,623 146,480
Federal Home Loan Bank advances 414,377 298,923
Subordinated debentures and term loans 139,349 128,445
Interest rate swap liability 8,688 8,477
Interest payable $ 4,390 $ 3,110