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Fair Value of Financial Instruments - Additional Information (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Securities    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Fair value option elected aggregate carrying amount, asset $ 59,000 $ 108,000
Residential Loans    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Fair value option elected aggregate carrying amount, asset 12,920,000 4,370,000
Business purpose residential loans, held-for-sale, at fair value    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Fair value option elected aggregate carrying amount, asset 2,220,000 1,400,000
Acquisitions 136,685 0
HEIs    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Acquisitions 155,023 3,517
MSRs and Other Investments    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Acquisitions 15,215 450
Multifamily loans, held-for-investment, at fair value    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Acquisitions 0 0
Servicer advance investments    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Fair value option elected aggregate carrying amount, asset 197,000 179,000
Excess MSRs    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Fair value option elected aggregate carrying amount, asset 18,000 $ 11,000
Home Appreciation Option    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Fair value option elected aggregate carrying amount, asset $ 15,000