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Derivative Financial Instruments - Additional Information (Details) - USD ($)
3 Months Ended 9 Months Ended
Sep. 30, 2021
Sep. 30, 2020
Mar. 31, 2020
Sep. 30, 2021
Sep. 30, 2020
Jun. 30, 2021
Dec. 31, 2020
Jun. 30, 2020
Dec. 31, 2019
Derivative [Line Items]                  
Notional amount $ 8,968,793,000     $ 8,968,793,000     $ 11,346,407,000    
Accumulated other comprehensive income (loss) 1,375,823,000 $ 1,053,464,000   1,375,823,000 $ 1,053,464,000 $ 1,295,142,000 1,110,899,000 $ 936,576,000 $ 1,827,231,000
Interest Rate Agreements Accounted for as Cash Flow Hedges                  
Derivative [Line Items]                  
Accumulated other comprehensive income (loss) (77,470,000) (81,597,000)   (77,470,000) (81,597,000) $ (78,511,000) (80,557,000) $ (82,637,000) $ (50,939,000)
Interest Expense                  
Derivative [Line Items]                  
Cash flow hedge gain (loss) to be reclassified over the next 12 months       (4,000,000)          
Mortgage Banking Activities, Net                  
Derivative [Line Items]                  
Market valuations gains (losses), net 53,327,000 56,619,000   174,648,000 18,173,000        
Loan purchase commitments and forward sales commitments | Mortgage Banking Activities, Net                  
Derivative [Line Items]                  
Market valuations gains (losses), net 18,000,000 13,000,000   18,000,000 35,000,000        
Interest rate contract                  
Derivative [Line Items]                  
Notional amount 1,670,000,000     1,670,000,000     1,630,000,000    
TBAs                  
Derivative [Line Items]                  
Notional amount 4,400,000,000     4,400,000,000     $ 6,630,000,000    
Interest rate futures                  
Derivative [Line Items]                  
Notional amount 133,000,000     133,000,000          
Unsecuritized Residential and Commercial Loans                  
Derivative [Line Items]                  
Derivative gain (loss) 4,000,000 0   38,000,000 (98,000,000)        
Interest rate swaps | Cash Flow Hedging                  
Derivative [Line Items]                  
Derivative gain (loss) $ 0 $ 0   $ 0 $ (33,000,000)        
Derivative, cost of hedge     $ 84,000,000