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Fair Value Measurement of Assets and Liabilities - Recurring and Non-Recurring Basis (Details) - USD ($)
$ in Thousands
Mar. 31, 2020
Dec. 31, 2019
Investment securities    
Equity securities $ 49,701 $ 41,410
Available for sale    
Available for sale debt securities 1,749,842 1,566,801
Non-recurring fair value measurements:    
Loan servicing rights 1,500  
Unpaid principal balances of loans held for sale 56,400 74,500
U.S. Treasury securities    
Available for sale    
Available for sale debt securities 52,678 50,943
U.S. government agency securities    
Available for sale    
Available for sale debt securities 27,506 29,243
Obligations of states and political subdivisions    
Available for sale    
Available for sale debt securities 161,955 170,051
Residential mortgage-backed securities    
Available for sale    
Available for sale debt securities 1,447,637 1,254,786
Corporate and other debt securities    
Available for sale    
Available for sale debt securities 60,066 61,778
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements    
Investment securities    
Equity securities 46,701 41,410
Available for sale    
Available for sale debt securities 52,678 50,943
Loans held for sale 0 0
Other assets 0 0
Total assets 99,379 92,353
Liabilities    
Other liabilities 0 0
Total liabilities 0 0
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements | U.S. Treasury securities    
Available for sale    
Available for sale debt securities 52,678 50,943
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements | U.S. government agency securities    
Available for sale    
Available for sale debt securities 0 0
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements | Obligations of states and political subdivisions    
Available for sale    
Available for sale debt securities 0 0
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements | Residential mortgage-backed securities    
Available for sale    
Available for sale debt securities 0 0
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements | Corporate and other debt securities    
Available for sale    
Available for sale debt securities 0 0
Quoted Prices in Active Markets for Identical Assets (Level 1) | Non-recurring fair value measurements    
Non-recurring fair value measurements:    
Collateral dependent loans 0 0
Loan servicing rights 0 0
Foreclosed assets 0 0
Total 0 0
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements    
Investment securities    
Equity securities 0 0
Available for sale    
Available for sale debt securities 1,696,633 1,515,178
Loans held for sale 58,868 76,113
Other assets 438,183 158,532
Total assets 2,193,684 1,749,823
Liabilities    
Other liabilities 163,370 43,926
Total liabilities 163,370 43,926
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements | U.S. Treasury securities    
Available for sale    
Available for sale debt securities 0 0
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements | U.S. government agency securities    
Available for sale    
Available for sale debt securities 27,506 29,243
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements | Obligations of states and political subdivisions    
Available for sale    
Available for sale debt securities 161,424 169,371
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements | Residential mortgage-backed securities    
Available for sale    
Available for sale debt securities 1,447,637 1,254,786
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements | Corporate and other debt securities    
Available for sale    
Available for sale debt securities 60,066 61,778
Significant Other Observable Inputs (Level 2) | Non-recurring fair value measurements    
Non-recurring fair value measurements:    
Collateral dependent loans 0 0
Loan servicing rights 0 0
Foreclosed assets 0 0
Total 0 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements    
Investment securities    
Equity securities 0 0
Available for sale    
Available for sale debt securities 531 680
Loans held for sale 0 0
Other assets 0 0
Total assets 531 680
Liabilities    
Other liabilities 0 0
Total liabilities 0 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements | U.S. Treasury securities    
Available for sale    
Available for sale debt securities 0 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements | U.S. government agency securities    
Available for sale    
Available for sale debt securities 0 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements | Obligations of states and political subdivisions    
Available for sale    
Available for sale debt securities 531 680
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements | Residential mortgage-backed securities    
Available for sale    
Available for sale debt securities 0 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements | Corporate and other debt securities    
Available for sale    
Available for sale debt securities 0 0
Significant Unobservable Inputs (Level 3) | Non-recurring fair value measurements    
Non-recurring fair value measurements:    
Collateral dependent loans 44,716 39,075
Loan servicing rights 1,464 1,591
Foreclosed assets 6,446 10,807
Total 52,626 51,473
Fair Value | Recurring fair value measurements    
Investment securities    
Equity securities 46,701 41,410
Available for sale    
Available for sale debt securities 1,749,842 1,566,801
Loans held for sale 58,868 76,113
Other assets 438,183 158,532
Total assets 2,293,594 1,842,856
Liabilities    
Other liabilities 163,370 43,926
Total liabilities 163,370 43,926
Fair Value | Recurring fair value measurements | U.S. Treasury securities    
Available for sale    
Available for sale debt securities 52,678 50,943
Fair Value | Recurring fair value measurements | U.S. government agency securities    
Available for sale    
Available for sale debt securities 27,506 29,243
Fair Value | Recurring fair value measurements | Obligations of states and political subdivisions    
Available for sale    
Available for sale debt securities 161,955 170,051
Fair Value | Recurring fair value measurements | Residential mortgage-backed securities    
Available for sale    
Available for sale debt securities 1,447,637 1,254,786
Fair Value | Recurring fair value measurements | Corporate and other debt securities    
Available for sale    
Available for sale debt securities 60,066 61,778
Fair Value | Non-recurring fair value measurements    
Non-recurring fair value measurements:    
Collateral dependent loans 44,716 39,075
Loan servicing rights 1,464 1,591
Foreclosed assets 6,446 10,807
Total $ 52,626 $ 51,473