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Fair Value of Assets and Liabilities - Schedule of Fair Value of Financial Instruments (Details) - USD ($)
$ in Thousands
Sep. 30, 2022
Dec. 31, 2021
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: $ 481,963 $ 0
FHLB stock 18,714 10,904
Bank-owned life insurance 159,838 157,091
Deposits 18,733,381 19,628,311
Federal Home Loan Bank advances 384,215 14,020
Escrow deposits of borrowers 21,853 20,258
Interest rate swap collateral funds 16,650 0
Government-sponsored residential mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 281,253  
Government-sponsored commercial mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 200,710  
Quoted Prices in Active Markets for Identical Assets (Level 1)    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Loans, net of allowance for loan losses 0 0
FHLB stock 0 0
Bank-owned life insurance 0 0
Deposits 0 0
Federal Home Loan Bank advances 0 0
Escrow deposits of borrowers 0 0
Interest rate swap collateral funds 0  
Quoted Prices in Active Markets for Identical Assets (Level 1) | Government-sponsored residential mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 0  
Quoted Prices in Active Markets for Identical Assets (Level 1) | Government-sponsored commercial mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 0  
Significant Other Observable Inputs (Level 2)    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Loans, net of allowance for loan losses 0 0
FHLB stock 18,714 10,904
Bank-owned life insurance 159,838 157,091
Deposits 18,723,364 19,626,376
Federal Home Loan Bank advances 382,779 13,558
Escrow deposits of borrowers 21,853 20,258
Interest rate swap collateral funds 16,650  
Significant Other Observable Inputs (Level 2) | Government-sponsored residential mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 250,281  
Significant Other Observable Inputs (Level 2) | Government-sponsored commercial mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 181,196  
Significant Unobservable Inputs (Level 3)    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Loans, net of allowance for loan losses 12,378,276 12,282,323
FHLB stock 0 0
Bank-owned life insurance 0 0
Deposits 0 0
Federal Home Loan Bank advances 0 0
Escrow deposits of borrowers 0 0
Interest rate swap collateral funds 0  
Significant Unobservable Inputs (Level 3) | Government-sponsored residential mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 0  
Significant Unobservable Inputs (Level 3) | Government-sponsored commercial mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 0  
Carrying Value    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Loans, net of allowance for loan losses 12,752,942 12,157,281
FHLB stock 18,714 10,904
Bank-owned life insurance 159,838 157,091
Deposits 18,733,381 19,628,311
Federal Home Loan Bank advances 384,215 14,020
Escrow deposits of borrowers 21,853 20,258
Interest rate swap collateral funds 16,650  
Carrying Value | Government-sponsored residential mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 281,253  
Carrying Value | Government-sponsored commercial mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 200,710  
Estimate of Fair Value Measurement    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Loans, net of allowance for loan losses 12,378,276 12,282,323
FHLB stock 18,714 10,904
Bank-owned life insurance 159,838 157,091
Deposits 18,723,364 19,626,376
Federal Home Loan Bank advances 382,779 13,558
Escrow deposits of borrowers 21,853 $ 20,258
Interest rate swap collateral funds 16,650  
Estimate of Fair Value Measurement | Government-sponsored residential mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 250,281  
Estimate of Fair Value Measurement | Government-sponsored commercial mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: $ 181,196