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Fair Value Measurements - Estimated Fair Values of Financial Instruments (Details) - USD ($)
$ in Thousands
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Mar. 31, 2017
Dec. 31, 2016
Financial assets:          
Interest receivable $ 12,729   $ 13,069    
Mortgage servicing rights, net 109,449 $ 93,160 76,107 $ 47,593 $ 33,081
Carrying Amount          
Financial assets:          
Cash and cash equivalents 104,417   119,751    
Investment securities 611,435   543,992    
Federal Home Loan Bank Stock 12,641   11,412    
Loans, net 3,389,228   3,142,870    
Loans held for sale 374,916   526,185    
Interest receivable 12,729   13,069    
Mortgage servicing rights, net 109,449   76,107    
Derivatives assets 15,117   9,690    
Financial liabilities:          
Deposits, Without stated maturities 3,179,754   2,976,066    
Deposits, With stated maturities 730,109   688,329    
Securities sold under agreement to repurchase 15,996   14,293    
Short term borrowings 187,522   190,000    
Interest payable 2,180   1,504    
Long-term debt 139,375   143,302    
Derivatives liabilities 5,480   1,699    
Fair Value          
Financial assets:          
Cash and cash equivalents 104,417   119,751    
Investment securities 611,435   543,992    
Loans, net 3,384,932   3,141,400    
Loans held for sale 374,916   526,185    
Interest receivable 12,729   13,069    
Mortgage servicing rights, net 109,449   76,107    
Derivatives assets 15,117   9,690    
Financial liabilities:          
Deposits, Without stated maturities 3,179,754   2,976,066    
Deposits, With stated maturities 731,029   682,403    
Securities sold under agreement to repurchase 15,996   14,293    
Short term borrowings 187,522   190,000    
Interest payable 2,180   1,504    
Long-term debt 138,578   149,135    
Derivatives liabilities 5,480   1,699    
Fair Value | Fair Value Level 1          
Financial assets:          
Cash and cash equivalents 104,417   119,751    
Financial liabilities:          
Deposits, Without stated maturities 3,179,754   2,976,066    
Securities sold under agreement to repurchase 15,996   14,293    
Short term borrowings 187,522   190,000    
Interest payable 631   575    
Fair Value | Fair Value Level 2          
Financial assets:          
Investment securities 611,435   540,388    
Loans, net     3,064,373    
Loans held for sale 374,916   526,185    
Interest receivable 12,729   13,069    
Derivatives assets 15,117   9,690    
Financial liabilities:          
Deposits, With stated maturities 731,029   682,403    
Interest payable 1,549   929    
Long-term debt 138,578   149,135    
Derivatives liabilities 5,480   1,699    
Fair Value | Fair Value Level 3          
Financial assets:          
Investment securities     3,604    
Loans, net 3,384,932   77,027    
Mortgage servicing rights, net $ 109,449   $ 76,107