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Derivative Financial Instruments - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2022
Sep. 30, 2021
Sep. 30, 2022
Sep. 30, 2021
Jun. 30, 2022
Dec. 31, 2021
Jun. 30, 2021
Dec. 31, 2020
Derivative [Line Items]                
Notional amount $ 2,116,501   $ 2,116,501     $ 6,861,921    
Accumulated other comprehensive income (loss) 1,154,242 $ 1,375,823 1,154,242 $ 1,375,823 $ 1,258,091 1,386,087 $ 1,295,142 $ 1,110,899
Interest Rate Agreements Accounted for as Cash Flow Hedges                
Derivative [Line Items]                
Accumulated other comprehensive income (loss) (73,343) (77,470) (73,343) (77,470) $ (74,383) (76,430) $ (78,511) $ (80,557)
Cash Flow Hedging | Interest Rate Agreements Accounted for as Cash Flow Hedges                
Derivative [Line Items]                
Accumulated other comprehensive income (loss) (73,000)   (73,000)     (76,000)    
Interest Expense | Cash Flow Hedging                
Derivative [Line Items]                
Cash flow hedge loss to be reclassified over the next 12 months     4,000          
Mortgage Banking Activities, Net                
Derivative [Line Items]                
Market valuations gains (losses), net 6,420 53,327 (38,877) 174,648        
Loan purchase commitments and forward sales commitments | Mortgage Banking Activities, Net                
Derivative [Line Items]                
Market valuations gains (losses), net (3,000) 18,000 (54,000) 18,000        
Interest Rate Swap And Swaptions                
Derivative [Line Items]                
Notional amount 469,000   469,000          
TBAs                
Derivative [Line Items]                
Notional amount 820,000   820,000     3,310,000    
Interest rate futures                
Derivative [Line Items]                
Notional amount 682,000   682,000     72,000    
Interest rate contract                
Derivative [Line Items]                
Notional amount 37,000   37,000     $ 2,100,000    
Unsecuritized Residential and Commercial Loans                
Derivative [Line Items]                
Derivative gain (loss) $ 76,000 $ 4,000 $ 198,000 $ 38,000