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Use of Special Purpose Entities and Variable Interest Entities (Details) - USD ($)
3 Months Ended 6 Months Ended
Jun. 30, 2016
Jun. 30, 2015
Jun. 30, 2016
Jun. 30, 2015
Dec. 31, 2015
Variable Interest Entity [Line Items]          
Available-for-sale securities $ 10,685,331,000   $ 10,685,331,000   $ 11,356,643,000
Residential whole loans 1,100,000,000   1,100,000,000   895,100,000
Residential whole loans at carrying value 392,172,000   392,172,000   271,845,000
Residential whole loans, at fair value $ 684,582,000   $ 684,582,000   623,276,000
Ownership percentage by parent 100.00%   100.00%    
Interest income residential whole loans held at carrying value $ 5,758,000 $ 4,193,000 $ 10,195,000 $ 7,784,000  
Net gain on residential whole loans held at fair value 14,470,000 $ 3,224,000 26,351,000 $ 5,258,000  
Non-Agency MBS          
Variable Interest Entity [Line Items]          
Available-for-sale securities 6,104,880,000   6,104,880,000   6,420,817,000
Non-Agency MBS | Recurring basis          
Variable Interest Entity [Line Items]          
Available-for-sale securities 6,104,880,000   6,104,880,000   6,420,817,000
Non-Agency MBS | Recurring basis | Level 3          
Variable Interest Entity [Line Items]          
Available-for-sale securities 0   0   0
Residential Whole Loans | Recurring basis          
Variable Interest Entity [Line Items]          
Residential whole loans, at fair value 684,582,000   684,582,000   623,276,000
Residential Whole Loans | Recurring basis | Level 3          
Variable Interest Entity [Line Items]          
Residential whole loans, at fair value 684,582,000   684,582,000   623,276,000
WFMLT Series 2012-RR1          
Variable Interest Entity [Line Items]          
Outstanding amount of Senior Bonds at June 30, 2016 0   0   22,100,000
Variable Interest Entity, Primary Beneficiary          
Variable Interest Entity [Line Items]          
Taxable income from unwind of resecuritization transaction     $ 70,900,000    
Taxable income from unwind of resecuritization transaction (in dollars per share)     $ 0.19    
Variable Interest Entity, Primary Beneficiary | Non-Agency MBS          
Variable Interest Entity [Line Items]          
Available-for-sale securities [1] $ 193,700,000   $ 193,700,000   $ 598,300,000
Trust, ownership in residential whole loans          
Variable Interest Entity [Line Items]          
Ownership percentage by parent 100.00%   100.00%    
[1] Non-Agency MBS transferred to consolidated VIEs represent assets of the consolidated VIEs that can be used only to settle the obligations of each respective VIE.