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Other Investments - Additional Information (Details)
$ in Thousands
12 Months Ended
Dec. 31, 2022
USD ($)
partnership
investment
Dec. 31, 2021
USD ($)
Dec. 31, 2020
USD ($)
Dec. 31, 2018
partnership
Investment [Line Items]        
Number of partnerships consolidated | partnership 2     2
Collateral amounts $ 1,379,856 $ 1,306,932    
Investment fair value changes, net (175,558) 128,049 $ (588,438)  
Other income, net 21,204 12,018 4,188  
Interest income 707,854 574,926 571,916  
Mortgage servicing rights income (loss), net 14,879 2,380 (9,694)  
Strategic investments        
Investment [Line Items]        
Investment fair value changes, net 13,000 0    
Other income, net 900 800    
MSRs        
Investment [Line Items]        
Servicing asset, fair value 25,421 12,438    
Associated Principal $ 2,190,000 2,120,000    
RWT Horizons | Strategic investments        
Investment [Line Items]        
Number of investments made | investment 29      
Investments $ 25,000      
Churchill Finance | Strategic investments        
Investment [Line Items]        
Number of investments made | investment 5      
Servicer advance financing        
Investment [Line Items]        
Collateral amounts $ 240,000      
Income (loss) on investments 20,000 12,000 11,000  
Investment fair value changes, net (11,000) (1,000) (9,000)  
Held-for sale residential loans        
Investment [Line Items]        
Servicing asset, fair value 269,259 350,923    
Servicing asset, unpaid principal balance on underlying loan 11,340,000      
Excess MSRs        
Investment [Line Items]        
Servicing asset, fair value 39,035 44,231    
Investment fair value changes, net (5,000) (8,000) (8,000)  
Interest income 16,000 $ 13,000 $ 12,000  
Fair value option elected aggregate carrying amount, asset $ 5,000