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Derivative Instruments - Gains and Losses (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2016
Sep. 30, 2016
Jun. 30, 2016
Mar. 31, 2016
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                     $ 18,418
Variation Margin Settlement                     0
Return (Recovery) of Basis                     (16,015)
Mark-to-market adjustments                 $ 148,308 $ (5,135) (73,599)
Contractual interest income (expense), net(1)                     2,301
Total $ 19,327 $ 7,217 $ (18,555) $ (4,697) $ 32,479 $ 6,121 $ (14,165) $ (45,170) 3,292 (20,735) (68,895)
Collateral already posted, aggregate fair value 63,300       206,600       63,300 206,600  
Derivative collateral offset against derivatives                 (157,913) 0 0
Cash pledged as collateral $ 0       $ 470       0 470  
Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                 (157,261) 7,517  
Variation Margin Settlement                 20,258 0  
Return (Recovery) of Basis                 (5,471) (10,766)  
Mark-to-market adjustments                 152,465 (5,135)  
Contractual interest income (expense), net(1)                 (6,699) (12,351)  
Total                 3,292 (20,735)  
Interest rate swaps | Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                 (150,607) (33,999) 23,680
Variation Margin Settlement                 20,258 0 0
Return (Recovery) of Basis                 524 672 1,250
Mark-to-market adjustments                 148,947 11,013 (68,843)
Contractual interest income (expense), net(1)                 (14,606) (27,903) (20,366)
Total                 4,516 (50,217) (64,279)
Interest rate swaption | Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                 (115) (1,035) (5,242)
Variation Margin Settlement                 0 0 0
Return (Recovery) of Basis                 0 0 0
Mark-to-market adjustments                 0 1,631 (1,486)
Contractual interest income (expense), net(1)                 0 0 0
Total                 (115) 596 (6,728)
Agency RMBS Interest-Only Strips accounted for as derivatives, included in MBS | Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                 526 1,317 595
Variation Margin Settlement                 0 0 0
Return (Recovery) of Basis                 (5,995) (11,438) (17,265)
Mark-to-market adjustments                 (902) (4,726) (4,283)
Contractual interest income (expense), net(1)                 7,438 14,148 21,872
Total                 1,067 (699) 919
Option | Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                 (1,453) 4,756 (711)
Variation Margin Settlement                 0 0 0
Return (Recovery) of Basis                 0 0 0
Mark-to-market adjustments                 (300) 0 0
Contractual interest income (expense), net(1)                 0 0 0
Total                 (1,753) 4,756 (711)
Futures contracts | Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                 (9,130) 23,609 (527)
Variation Margin Settlement                 0 0 0
Return (Recovery) of Basis                 0 0 0
Mark-to-market adjustments                 3,044 (1,781) 105
Contractual interest income (expense), net(1)                 0 0 0
Total                 (6,086) 21,828 (422)
Foreign currency forwards | Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                 32 (66) (901)
Variation Margin Settlement                 0 0 0
Return (Recovery) of Basis                 0 0 0
Mark-to-market adjustments                 35 (56) 323
Contractual interest income (expense), net(1)                 0 0 0
Total                 67 (122) (578)
Foreign currency swaps | Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                   6,771 0
Variation Margin Settlement                   0 0
Return (Recovery) of Basis                   0 0
Mark-to-market adjustments                   (7,168) 3,311
Contractual interest income (expense), net(1)                   283 795
Total                   (114) 4,106
Total Return Swap | Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                 (552) 38  
Variation Margin Settlement                 0 0  
Return (Recovery) of Basis                 0 0  
Mark-to-market adjustments                 1,673 (1,673)  
Contractual interest income (expense), net(1)                 469 1,121  
Total                 1,590 (514)  
Credit Default Swap | Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                 (11)    
Variation Margin Settlement                 0    
Return (Recovery) of Basis                 0    
Mark-to-market adjustments                 (22)    
Contractual interest income (expense), net(1)                 0    
Total                 (33)    
TBAs | Derivative instruments not accounted as hedges under GAAP                      
Amounts recognized on the statements of operations related to the Company's derivatives                      
Other Settlements / Expirations                 4,049 6,126 1,524
Variation Margin Settlement                 0 0 0
Return (Recovery) of Basis                 0 0 0
Mark-to-market adjustments                 (10) (2,375) (2,726)
Contractual interest income (expense), net(1)                 0 0 0
Total                 $ 4,039 $ 3,751 $ (1,202)