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Derivative Financial Instruments - Additional Information (Details) - USD ($)
3 Months Ended 9 Months Ended
Sep. 30, 2020
Mar. 31, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Jun. 30, 2020
Dec. 31, 2019
Jun. 30, 2019
Dec. 31, 2018
Derivative [Line Items]                  
Notional amount $ 2,575,858,000     $ 2,575,858,000     $ 13,589,356,000    
Accumulated other comprehensive income (loss) 1,053,464,000   $ 1,785,059,000 1,053,464,000 $ 1,785,059,000 $ 936,576,000 1,827,231,000 $ 1,564,032,000 $ 1,348,794,000
Interest Rate Agreements Accounted for as Cash Flow Hedges                  
Derivative [Line Items]                  
Accumulated other comprehensive income (loss) (81,597,000)   (61,175,000) (81,597,000) (61,175,000) $ (82,637,000) (50,939,000) $ (49,384,000) $ (34,045,000)
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 56,619,000   6,205,000 18,173,000 33,625,000        
Loan purchase commitments and forward sales commitments | Mortgage Banking Activities, Net                  
Derivative [Line Items]                  
Market valuations gains (losses), net 14,000,000   14,000,000 35,000,000 42,000,000        
Interest rate contract                  
Derivative [Line Items]                  
Notional amount 335,000,000     335,000,000     4,780,000,000    
TBAs                  
Derivative [Line Items]                  
Notional amount 245,000,000     245,000,000     6,610,000,000    
Interest rate futures                  
Derivative [Line Items]                  
Notional amount 40,000,000     40,000,000     $ 226,000,000    
Unsecuritized Residential and Commercial Loans                  
Derivative [Line Items]                  
Derivative gain (loss) 0   (36,000,000) (98,000,000) (147,000,000)        
Interest rate swaps | Cash Flow Hedging                  
Derivative [Line Items]                  
Derivative gain (loss) $ 0   $ (12,000,000) $ (33,000,000) $ (27,000,000)        
Derivative, cost of hedge   $ 84,000,000