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Schedule IV - Mortgage Loans on Real Estate (Details)
12 Months Ended
Dec. 31, 2017
USD ($)
loan
Dec. 31, 2016
USD ($)
Dec. 31, 2015
USD ($)
Mortgage Loans on Real Estate [Line Items]      
Carrying Value $ 10,157,126,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest 91,960,000    
Reconciliation of Balance Sheet Reported Amounts of Mortgage Loans on Real Estate      
Beginning balance 7,565,459,000   $ 7,792,422,000
Additions during period:      
Purchases 2,987,775,000 $ 82,167,000 156,952,000
Accretion of purchase discount 19,686,000 32,688,000 39,537,000
Deconsolidation 0 0 1,483,000
Change in realized and unrealized gains (losses) 10,214,000 10,794,000 0
Deductions during period:      
Repayments of principal (175,664,000) (175,216,000) (130,651,000)
Collection of interest (26,081,000) (32,928,000) (36,344,000)
Transfer to REO (7,228,000) (8,892,000) (2,829,000)
Cost of mortgages sold (176,470,000) (96,344,000) (1,241,266,000)
Provision for loan loss 1,739,000 847,000 (1,363,000)
Change in realized and unrealized gains (losses) (270,000) 0 (59,262,000)
Amortization of premium (42,034,000) (40,079,000) $ (41,083,000)
Balance at end of period $ 10,157,126,000 $ 7,565,459,000  
First mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 28    
Carrying Value $ 7,268,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 2,851,000    
First mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 2.63%    
First mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 15.00%    
Multifamily | First mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 495    
Carrying Value $ 9,657,421,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 0    
Multifamily | First mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 3.04%    
Multifamily | First mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 6.18%    
Original loan amount $0 - $99,999 | Distressed residential mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 2,268    
Carrying Value $ 106,469,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 17,223,000    
Original loan amount $0 - $99,999 | Distressed residential mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 1.99%    
Original loan amount $0 - $99,999 | Distressed residential mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 14.99%    
Original loan amount $0 - $99,999 | Residential mortgage loans held in securitization trusts      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 10    
Carrying Value $ 580,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 0    
Original loan amount $0 - $99,999 | Residential mortgage loans held in securitization trusts | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 3.75%    
Original loan amount $0 - $99,999 | Residential mortgage loans held in securitization trusts | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 4.00%    
Original loan amount $0 - $99,999 | Single Family | First mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 35    
Carrying Value $ 1,777,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 85,000    
Original loan amount $0 - $99,999 | Single Family | First mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 3.63%    
Original loan amount $0 - $99,999 | Single Family | First mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 14.59%    
Original loan amount $0 - $99,999 | Single Family | Second mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 652    
Carrying Value $ 32,209,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 64,000    
Original loan amount $0 - $99,999 | Single Family | Second mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 5.88%    
Original loan amount $0 - $99,999 | Single Family | Second mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 8.75%    
Original loan amount $100,000 - $199,999 | Distressed residential mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 1,009    
Carrying Value $ 109,442,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 20,431,000    
Original loan amount $100,000 - $199,999 | Distressed residential mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 1.75%    
Original loan amount $100,000 - $199,999 | Distressed residential mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 12.48%    
Original loan amount $100,000 - $199,999 | Residential mortgage loans held in securitization trusts      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 53    
Carrying Value $ 5,919,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 400,000    
Original loan amount $100,000 - $199,999 | Residential mortgage loans held in securitization trusts | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 3.00%    
Original loan amount $100,000 - $199,999 | Residential mortgage loans held in securitization trusts | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 4.63%    
Original loan amount $100,000 - $199,999 | Single Family | First mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 74    
Carrying Value $ 8,552,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 565,000    
Original loan amount $100,000 - $199,999 | Single Family | First mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 2.00%    
Original loan amount $100,000 - $199,999 | Single Family | First mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 9.00%    
Original loan amount $100,000 - $199,999 | Single Family | Second mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 90    
Carrying Value $ 12,222,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 0    
Original loan amount $100,000 - $199,999 | Single Family | Second mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 6.00%    
Original loan amount $100,000 - $199,999 | Single Family | Second mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 9.00%    
Original loan amount $200,000 - $299,999 | Distressed residential mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 268    
Carrying Value $ 49,199,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 13,297,000    
Original loan amount $200,000 - $299,999 | Distressed residential mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 0.00%    
Original loan amount $200,000 - $299,999 | Distressed residential mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 12.04%    
Original loan amount $200,000 - $299,999 | Residential mortgage loans held in securitization trusts      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 65    
Carrying Value $ 12,246,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 2,019,000    
Original loan amount $200,000 - $299,999 | Residential mortgage loans held in securitization trusts | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 3.25%    
Original loan amount $200,000 - $299,999 | Residential mortgage loans held in securitization trusts | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 5.63%    
Original loan amount $200,000 - $299,999 | Single Family | First mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 49    
Carrying Value $ 9,684,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 500,000    
Original loan amount $200,000 - $299,999 | Single Family | First mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 2.00%    
Original loan amount $200,000 - $299,999 | Single Family | First mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 9.25%    
Original loan amount $200,000 - $299,999 | Single Family | Second mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 22    
Carrying Value $ 5,144,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 0    
Original loan amount $200,000 - $299,999 | Single Family | Second mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 6.25%    
Original loan amount $200,000 - $299,999 | Single Family | Second mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 9.00%    
Original loan amount over $299,999 | Distressed residential mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 184    
Carrying Value $ 66,354,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 20,625,000    
Original loan amount over $299,999 | Distressed residential mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 0.75%    
Original loan amount over $299,999 | Distressed residential mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 9.40%    
Original loan amount over $299,999 | Single Family | First mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 43    
Carrying Value $ 16,901,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 0    
Original loan amount over $299,999 | Single Family | First mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 2.13%    
Original loan amount over $299,999 | Single Family | First mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 6.85%    
Original loan amount over $299,999 | Single Family | Second mortgage loans      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 2    
Carrying Value $ 664,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 0    
Original loan amount over $299,999 | Single Family | Second mortgage loans | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 6.88%    
Original loan amount over $299,999 | Single Family | Second mortgage loans | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 7.25%    
Original loan amount $300,000 - $399,999 | Residential mortgage loans held in securitization trusts      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 36    
Carrying Value $ 9,037,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 708,000    
Original loan amount $300,000 - $399,999 | Residential mortgage loans held in securitization trusts | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 2.50%    
Original loan amount $300,000 - $399,999 | Residential mortgage loans held in securitization trusts | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 4.63%    
Original loan amount $400,000 - $499,999 | Residential mortgage loans held in securitization trusts      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 26    
Carrying Value $ 8,599,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 1,244,000    
Original loan amount $400,000 - $499,999 | Residential mortgage loans held in securitization trusts | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 3.13%    
Original loan amount $400,000 - $499,999 | Residential mortgage loans held in securitization trusts | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 4.00%    
Original loan amount over $499,999 | Residential mortgage loans held in securitization trusts      
Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan 50    
Carrying Value $ 37,439,000    
Principal Amount of Loans Subject to Delinquent Principal or Interest $ 11,948,000    
Original loan amount over $499,999 | Residential mortgage loans held in securitization trusts | Minimum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 2.38%    
Original loan amount over $499,999 | Residential mortgage loans held in securitization trusts | Maximum      
Mortgage Loans on Real Estate [Line Items]      
Interest Rate 4.13%