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Derivative Financial Instruments - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2022
Jun. 30, 2021
Jun. 30, 2022
Jun. 30, 2021
Mar. 31, 2022
Dec. 31, 2021
Mar. 31, 2021
Dec. 31, 2020
Derivative [Line Items]                
Notional amount $ 3,025,270   $ 3,025,270     $ 6,861,921    
Accumulated other comprehensive income (loss) 1,258,091 $ 1,295,142 1,258,091 $ 1,295,142 $ 1,445,266 1,386,087 $ 1,215,575 $ 1,110,899
Interest Rate Agreements Accounted for as Cash Flow Hedges                
Derivative [Line Items]                
Accumulated other comprehensive income (loss) (74,383) (78,511) (74,383) (78,511) $ (75,412) (76,430) $ (79,539) $ (80,557)
Cash Flow Hedging | Interest Rate Agreements Accounted for as Cash Flow Hedges                
Derivative [Line Items]                
Accumulated other comprehensive income (loss) (74,000)   (74,000)     (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 (46,590) 45,759 (45,297) 121,321        
Loan purchase commitments and forward sales commitments | Mortgage Banking Activities, Net                
Derivative [Line Items]                
Market valuations gains (losses), net (9,000)   (51,000)          
Interest Rate Swap And Swaptions                
Derivative [Line Items]                
Notional amount 1,490,000   1,490,000          
TBAs                
Derivative [Line Items]                
Notional amount 860,000   860,000     3,310,000    
Interest rate futures                
Derivative [Line Items]                
Notional amount 389,000   389,000     72,000    
Interest rate contract                
Derivative [Line Items]                
Notional amount 468,000   468,000     $ 2,100,000    
Unsecuritized Residential and Commercial Loans                
Derivative [Line Items]                
Derivative gain (loss) $ 30,000 $ (58,000) $ 122,000 $ 35,000