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Related Party Transactions - Transactions with CCRE (Details) - USD ($)
3 Months Ended 6 Months Ended
Aug. 16, 2019
Jul. 22, 2019
Jun. 30, 2021
Jun. 30, 2020
Jun. 30, 2021
Jun. 30, 2020
Related Party Transaction            
Purchase of mortgage servicing rights         $ 0 $ 200,000
Mortgage servicing right recognized     $ 15,444,000 $ 26,943,000 34,121,000 48,019,000
Third Party Bank And Cantor Commercial Real Estate LP            
Related Party Transaction            
Amount of loan purchased by third-party (in percentage) 80.00%          
Amount of loan retained by third-party (in percentage) 20.00%          
Interest rate on loans receivable (in percentage) 4.38%          
Fee paid to Newmark for brokering loan $ 700,000          
Real Estate Loan | Third Party Bank And Cantor Commercial Real Estate LP            
Related Party Transaction            
Commercial real estate loan   $ 146,600,000        
CCRE            
Related Party Transaction            
Recognized related party revenues     500,000 100,000 1,000,000.0 300,000
CCRE | Loan Referral Agreement            
Related Party Transaction            
Revenue from loan referral agreement     0 0 0 0
CCRE | Primary Servicing Rights            
Related Party Transaction            
MSR acquired     0 136,300,000 0 227,000,000.0
Purchase of mortgage servicing rights       100,000   200,000
Mortgage servicing right recognized     $ 900,000 $ 1,000,000.0 $ 1,800,000 $ 1,900,000
Barry M. Gosin | Third Party Bank And Cantor Commercial Real Estate LP            
Related Party Transaction            
Ownership interest of loans receivable (in percentage)   19.00%