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Fair Value Measurements - Carrying Amounts and Estimated Fair Value (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Fair values of defined benefit pension plan assets by category of the firm      
Securities available for sale, at fair value $ 1,250,777 $ 671,488  
Loans held for sale 411,427 108,316  
Mortgage servicing rights 48,230 39,339 $ 26,302
Quoted Prices In Active Markets for Identical Assets (Level 1)      
Fair values of defined benefit pension plan assets by category of the firm      
Cash and cash equivalents 569,111 281,453  
Securities available for sale, at fair value 0 0  
Loans held for sale 0 0  
Loans, net 0 0  
Mortgage servicing rights 0 0  
Derivative instruments 0 0  
Financial liabilities      
Deposits 7,765,773 6,114,391  
Short-term borrowings 387,706 89,814  
Other long-term borrowings 53 98  
Federal Home Loan Bank advances 0 0  
Junior subordinated debentures 0 0  
Subordinated notes 0 0  
Derivative instruments 0 0  
Significant Other Observable Inputs (Level 2)      
Fair values of defined benefit pension plan assets by category of the firm      
Cash and cash equivalents 0 0  
Securities available for sale, at fair value 1,240,144 662,100  
Loans held for sale 219,848 108,316  
Loans, net 0 0  
Mortgage servicing rights 0 0  
Derivative instruments 6,519 5,977  
Financial liabilities      
Deposits 2,337,334 1,809,085  
Short-term borrowings 0 0  
Other long-term borrowings 0 0  
Federal Home Loan Bank advances 6,751 7,661  
Junior subordinated debentures 109,766 69,702  
Subordinated notes 148,875 118,650  
Derivative instruments 8,388 6,039  
Significant Unobservable Inputs (Level 3)      
Fair values of defined benefit pension plan assets by category of the firm      
Cash and cash equivalents 0 0  
Securities available for sale, at fair value 10,633 9,388  
Loans held for sale 191,579 0  
Loans, net 8,818,039 7,514,185  
Mortgage servicing rights 61,111 47,868  
Derivative instruments 0 0  
Financial liabilities      
Deposits 0 0  
Short-term borrowings 0 0  
Other long-term borrowings 0 0  
Federal Home Loan Bank advances 0 0  
Junior subordinated debentures 0 0  
Subordinated notes 0 0  
Derivative instruments 0 0  
Carrying Value      
Fair values of defined benefit pension plan assets by category of the firm      
Cash and cash equivalents 569,111 281,453  
Securities available for sale, at fair value 1,250,777 671,488  
Loans held for sale 411,427 108,316  
Loans, net 9,034,103 7,574,111  
Mortgage servicing rights 48,230 39,339  
Derivative instruments 6,519 5,977  
Financial liabilities      
Deposits 10,128,557 7,921,075  
Short-term borrowings 387,706 89,814  
Other long-term borrowings 53 98  
Federal Home Loan Bank advances 6,690 7,493  
Junior subordinated debentures 109,636 85,881  
Subordinated notes 147,239 114,074  
Derivative instruments 8,388 6,039  
Fair Value      
Fair values of defined benefit pension plan assets by category of the firm      
Cash and cash equivalents 569,111 281,453  
Securities available for sale, at fair value 1,250,777 671,488  
Loans held for sale 411,427 108,316  
Loans, net 8,818,039 7,514,185  
Mortgage servicing rights 61,111 47,868  
Derivative instruments 6,519 5,977  
Financial liabilities      
Deposits 10,103,107 7,923,476  
Short-term borrowings 387,706 89,814  
Other long-term borrowings 53 98  
Federal Home Loan Bank advances 6,751 7,661  
Junior subordinated debentures 109,766 69,702  
Subordinated notes 148,875 118,650  
Derivative instruments $ 8,388 $ 6,039