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Transactions with Affiliates - Mortgage Loan Servicing (Details)
12 Months Ended
Sep. 12, 2016
USD ($)
item
Dec. 31, 2019
USD ($)
Dec. 31, 2018
USD ($)
Dec. 31, 2017
USD ($)
Summary of mortgage loan servicing fees earned        
Loan servicing fees   $ 730,165,000 $ 585,101,000 $ 475,848,000
Loan Servicing Agreement        
Transactions with Affiliates        
Base servicing fees per month for REO $ 75      
Rental fee per month per REO 30      
Renewal fee, per lease renewal, on REO property $ 100      
Property management fees on REOs, as a percent of gross rental income 9.00%      
Base servicing fees per month for fixed-rate non-distressed loans subserviced $ 7.50      
Base servicing fees per month for adjustable rate non-distressed loans subserviced 8.50      
Supplemental fee per month for each distressed whole loan 25      
Activity-based fee, percent, due to a streamline modification 750      
Activity-based fee, percent, due to a liquidation 1,750      
Activity-based fee due to a deed-in-lieu of foreclosure $ 500      
Maximum number of liquidation, reperformance, or modification fees that can be earned during earnable period | item 1      
Liquidation, reperformance, or modification fees earnable period 18 months      
Related party transaction, automatic renewal period 18 months      
Minimum | Loan Servicing Agreement        
Transactions with Affiliates        
Servicing fees amount per month for current loans $ 30      
Maximum | Loan Servicing Agreement        
Transactions with Affiliates        
Servicing fees amount per month for current loans $ 85      
PMT        
Summary of mortgage loan servicing fees earned        
Loan servicing fees   48,797,000 42,045,000 43,064,000
PMT | Loans acquired for sale at fair value        
Summary of mortgage loan servicing fees earned        
Loan servicing fees   1,772,000 1,037,000 954,000
PMT | Loans at fair value        
Summary of mortgage loan servicing fees earned        
Loan servicing fees   2,207,000 7,555,000 15,610,000
PMT | Mortgage servicing rights        
Summary of mortgage loan servicing fees earned        
Loan servicing fees   44,818,000 33,453,000 26,500,000
PMT | Other income.        
Summary of mortgage loan servicing fees earned        
Property management fees   $ 314,000 $ 442,000 $ 350,000