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Loans Receivable, Net - Summary of Loans Receivable (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Summary of Loans Receivable        
Loans receivable $ 13,432,031 $ 11,122,696    
Allowance for credit losses (172,665) (158,243) $ (124,490) $ (131,239)
Loans receivable, net 13,259,366 10,964,453    
Net deferred origination (fees) costs included in loans receivable (21,667) (26,709)    
Net purchase accounting (discounts) premiums included in loans receivable (25,166) (17,091)    
Accrued interest receivable on loans 49,133 53,538    
Residential Real Estate        
Summary of Loans Receivable        
Loans receivable 1,051,883 802,508    
Allowance for credit losses (16,458) (9,604) (10,111) (10,631)
Commercial Real Estate        
Summary of Loans Receivable        
Loans receivable 8,630,831 6,315,895    
Allowance for credit losses (117,901) (86,999) (69,496) (72,448)
Other Commercial        
Summary of Loans Receivable        
Loans receivable 2,664,190 3,054,817    
Allowance for credit losses (24,703) (49,133) (36,129) (38,160)
Home Equity        
Summary of Loans Receivable        
Loans receivable 736,288 636,405    
Allowance for credit losses (8,566) (8,182) (4,937) (5,811)
Other Consumer        
Summary of Loans Receivable        
Loans receivable 348,839 313,071    
Allowance for credit losses $ (5,037) $ (4,325) $ (3,817) $ (4,189)