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Fair Value Measurements - Additional Information (Details) - USD ($)
3 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Sep. 30, 2020
Jan. 01, 2020
New Accounting Pronouncements or Change in Accounting Principle [Line Items]        
Held-to-maturity securities, at amortized cost $ 586,870,000   $ 705,838,000  
Available-for-sale, at amortized cost 2,431,874,000   2,210,099,000  
Available-for-sale securities purchased 379,760,000 $ 82,028,000    
Proceeds from sales of available-for-sale securities 0 0    
Held-to-maturity securities purchased 0 0    
Proceeds from sale of held-to-maturity securities $ 0 $ 0    
Term of contractual due dates of substantially all mortgage-backed securities (in years) 10 years      
Accrued interest for available-for-sale securities $ 3,997,000   3,285,000  
Accrued interest for held-to-maturity securities 1,506,000   $ 1,811,000  
Mortgage-backed securities | Cumulative Effect, Period of Adoption, Adjustment        
New Accounting Pronouncements or Change in Accounting Principle [Line Items]        
Held-to-maturity securities, at amortized cost       $ (374,680,000)
Available-for-sale, at amortized cost       $ 374,680,000
Consumer loans | Single-family residential        
New Accounting Pronouncements or Change in Accounting Principle [Line Items]        
Foreclosed residential real estate properties held as REO 528,000      
Real estate acquired through foreclosure $ 2,214,000