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Fair Value of Assets and Liabilities - Schedule of Fair Value of Financial Instruments (Details) - USD ($)
$ in Thousands
Mar. 31, 2022
Dec. 31, 2021
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: $ 395,434 $ 0
FHLB stock 10,904 10,904
Bank-owned life insurance 157,954 157,091
Deposits 19,392,816 19,628,311
Federal Home Loan Bank advances 13,689 14,020
Escrow deposits of borrowers 21,233 20,258
Government-sponsored residential mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 192,231  
Government-sponsored commercial mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 203,203  
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
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 10,904 10,904
Bank-owned life insurance 157,954 157,091
Deposits 19,387,023 19,626,376
Federal Home Loan Bank advances 12,767 13,558
Escrow deposits of borrowers 21,233 20,258
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: 188,913  
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: 203,210  
Significant Unobservable Inputs (Level 3)    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Loans, net of allowance for loan losses 11,817,706 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
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 12,033,603 12,157,281
FHLB stock 10,904 10,904
Bank-owned life insurance 157,954 157,091
Deposits 19,392,816 19,628,311
Federal Home Loan Bank advances 13,689 14,020
Escrow deposits of borrowers 21,233 20,258
Carrying Value | Government-sponsored residential mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 192,231  
Carrying Value | Government-sponsored commercial mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 203,203  
Outstanding balance    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Loans, net of allowance for loan losses 11,817,706 12,282,323
FHLB stock 10,904 10,904
Bank-owned life insurance 157,954 157,091
Deposits 19,387,023 19,626,376
Federal Home Loan Bank advances 12,767 13,558
Escrow deposits of borrowers 21,233 $ 20,258
Outstanding balance | Government-sponsored residential mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: 188,913  
Outstanding balance | Government-sponsored commercial mortgage-backed securities    
Fair Value Assets And Liabilities Measured On Recurring Basis [Line Items]    
Held to maturity securities: $ 203,210