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Fair Value of Financial Instruments - Reconciliation of All Assets and Liabilities Measured Using Level 3 Input (Details) - Level 3 - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Purchases, issuances and settlements    
Net interest income including cash received and paid $ 2,300 $ 2,000
Recurring basis | Securitized mortgage borrowings    
Changes in fair value of liabilities during the period    
Fair value in the beginning of the period (2,619,210) (3,148,215)
Total gains (losses) included in earnings:    
Total (losses) gains included in earnings 235,358 (40,793)
Purchases, issuances and settlements    
Settlements 145,644 137,272
Fair value at the end of the period (2,238,208) (3,051,736)
Unrealized gains (losses) still held 2,721,973 2,539,845
Recurring basis | Securitized mortgage borrowings | Interest Expense    
Total gains (losses) included in earnings:    
Total (losses) gains included in earnings (9,926) (13,553)
Recurring basis | Securitized mortgage borrowings | Change in fair value    
Total gains (losses) included in earnings:    
Total (losses) gains included in earnings 245,284 (27,240)
Recurring basis | Long-term debt    
Changes in fair value of liabilities during the period    
Fair value in the beginning of the period (45,434) (44,856)
Total gains (losses) included in earnings:    
Total (losses) gains included in earnings 5,802 295
Purchases, issuances and settlements    
Fair value at the end of the period (39,632) (44,561)
Unrealized gains (losses) still held 22,368 17,439
Recurring basis | Long-term debt | Interest Expense    
Total gains (losses) included in earnings:    
Total (losses) gains included in earnings (161) (114)
Recurring basis | Long-term debt | Change in fair value    
Total gains (losses) included in earnings:    
Total (losses) gains included in earnings 9,036 265
Recurring basis | Long-term debt | Change in instrument specific credit risk    
Total gains (losses) included in earnings:    
Total (losses) gains included in earnings (3,073) 144
Recurring basis | Securitized mortgage collateral    
Changes in fair value of assets during the period    
Fair value at the beginning of the period 2,628,064 3,157,071
Total gains (losses) included in earnings:    
Total gains (losses) included in earnings (254,187) 27,339
Purchases, issuances and settlements    
Settlements (125,064) (129,690)
Fair value at the end of the period 2,248,813 3,054,720
Unrealized gains (losses) still held (468,323) (331,987)
Recurring basis | Securitized mortgage collateral | Interest Income    
Total gains (losses) included in earnings:    
Total gains (losses) included in earnings (4,807) 6,255
Recurring basis | Securitized mortgage collateral | Change in fair value    
Total gains (losses) included in earnings:    
Total gains (losses) included in earnings (249,380) 21,084
Recurring basis | Mortgage servicing rights    
Changes in fair value of assets during the period    
Fair value at the beginning of the period 41,470 64,728
Total gains (losses) included in earnings:    
Total gains (losses) included in earnings (18,831) (6,488)
Purchases, issuances and settlements    
Issuances 1,689 1,583
Fair value at the end of the period 24,328 59,823
Unrealized gains (losses) still held 24,328 59,823
Recurring basis | Mortgage servicing rights | Change in fair value    
Total gains (losses) included in earnings:    
Total gains (losses) included in earnings (18,831) (6,488)
Recurring basis | Interest rate lock commitments. net (IRLCs)    
Changes in fair value of assets during the period    
Fair value at the beginning of the period 7,791 3,351
Total gains (losses) included in earnings:    
Total gains (losses) included in earnings (6,928) (187)
Purchases, issuances and settlements    
Fair value at the end of the period 863 3,164
Unrealized gains (losses) still held 863 3,164
Recurring basis | Interest rate lock commitments. net (IRLCs) | Change in fair value    
Total gains (losses) included in earnings:    
Total gains (losses) included in earnings $ (6,928) $ (187)