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Derivatives (Details) - USD ($)
3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Derivative [Line Items]                      
Derivative assets, fair value $ 4,290,000       $ 6,563,000       $ 4,290,000 $ 6,563,000  
Derivative liabilities, fair value (974,000)       (1,218,000)       (974,000) (1,218,000)  
Variation margin (9,265,000)       8,424,000       (9,265,000) 8,424,000  
Derivative Instruments Not Designated as Hedging Instruments, Gain (Loss), Net $ 42,992,000 $ (50,709,000) $ (117,535,000) $ (61,697,000) (81,981,000) $ 19,499,000 $ 20,667,000 $ 38,354,000 $ (186,949,000) (3,461,000) $ 3,044,000
Derivative, Swaption Interest Rate [1] 2.07%               2.07%    
Interest rate swaps                      
Derivative [Line Items]                      
Derivative Instruments Not Designated as Hedging Instruments, Gain                   10,363,000  
Derivative Instruments Not Designated as Hedging Instruments, Loss                 $ (202,450,000)   (2,632,000)
Interest rate swaption                      
Derivative [Line Items]                      
Derivative Instruments Not Designated as Hedging Instruments, Loss                 $ (5,607,000) 0 0
Derivative, Maturity Date                 Jan. 16, 2020    
Eurodollar futures                      
Derivative [Line Items]                      
Derivative Instruments Not Designated as Hedging Instruments, Gain                 $ 2,359,000 1,887,000 821,000
U.S. Treasury futures                      
Derivative [Line Items]                      
Derivative Instruments Not Designated as Hedging Instruments, Loss                 (109,000) (4,609,000) 0
Options on U.S. Treasury futures                      
Derivative [Line Items]                      
Derivative Instruments Not Designated as Hedging Instruments, Loss                 (1,422,000) (658,000) 0
Long position | TBA securities                      
Derivative [Line Items]                      
Derivative Instruments Not Designated as Hedging Instruments, Gain                 20,020,000   5,757,000
Derivative Instruments Not Designated as Hedging Instruments, Loss                   (10,737,000)  
Short position | TBA securities                      
Derivative [Line Items]                      
Derivative Instruments Not Designated as Hedging Instruments, Gain                 260,000 293,000  
Derivative Instruments Not Designated as Hedging Instruments, Loss                     $ (902,000)
Not Designated as Hedging Instrument, Economic Hedge [Member] | Interest rate swaps                      
Derivative [Line Items]                      
Derivative assets, fair value [2] $ 0       324,000       0 324,000  
Derivative, Notional Amount $ 4,225,000,000       $ 4,515,000,000       $ 4,225,000,000 $ 4,515,000,000  
Derivative, Average Fixed Interest Rate 1.62%       2.35% [3]       1.62% 2.35% [3]  
Derivative, Average Remaining Maturity                 3 years 9 months 18 days 5 years 6 months  
Not Designated as Hedging Instrument, Economic Hedge [Member] | Interest rate swaption                      
Derivative [Line Items]                      
Derivative assets, fair value         $ 0         $ 0  
Derivative, Notional Amount $ 750,000,000       0       $ 750,000,000 0  
Derivative instrument, cost basis 6,180,000               6,180,000    
Not Designated as Hedging Instrument, Economic Hedge [Member] | Eurodollar futures                      
Derivative [Line Items]                      
Derivative, Notional Amount 0       0       0 0  
Not Designated as Hedging Instrument, Economic Hedge [Member] | U.S. Treasury futures                      
Derivative [Line Items]                      
Derivative liabilities, fair value 0       (1,218,000)       0 (1,218,000)  
Derivative, Notional Amount 0       50,000,000       0 50,000,000  
Not Designated as Hedging Instrument, Economic Hedge [Member] | Options on U.S. Treasury futures                      
Derivative [Line Items]                      
Derivative assets, fair value         0         0  
Derivative, Notional Amount 1,350,000,000       0       $ 1,350,000,000 0  
Derivative, Maturity Date                 Feb. 21, 2020    
Derivative instrument, cost basis 4,359,000               $ 4,359,000    
Not Designated as Hedging Instrument, Economic Hedge [Member] | Short position | TBA securities                      
Derivative [Line Items]                      
Derivative liabilities, fair value         0         0  
Derivative, Notional Amount 500,000,000       0       500,000,000 0  
Not Designated as Hedging Instrument, Trading | Long position | TBA securities                      
Derivative [Line Items]                      
Derivative assets, fair value         6,239,000         6,239,000  
Derivative, Notional Amount 435,000,000       860,000,000       435,000,000 860,000,000  
Maturity in three years or less | Not Designated as Hedging Instrument, Economic Hedge [Member] | Interest rate swaps                      
Derivative [Line Items]                      
Derivative, Notional Amount $ 2,860,000,000       $ 1,560,000,000       $ 2,860,000,000 $ 1,560,000,000  
Derivative, Average Fixed Interest Rate 1.58%       1.96%       1.58% 1.96%  
Derivative, Average Remaining Maturity                 1 year 6 months 1 year 4 months 24 days  
Maturity between 3 and 6 years | Not Designated as Hedging Instrument, Economic Hedge [Member] | Interest rate swaps                      
Derivative [Line Items]                      
Derivative, Notional Amount $ 700,000,000       $ 1,230,000,000       $ 700,000,000 $ 1,230,000,000  
Derivative, Average Fixed Interest Rate 1.43%       2.23%       1.43% 2.23%  
Derivative, Average Remaining Maturity                 4 years 8 months 12 days 4 years 4 months 24 days  
Maturity between 6 and 10 years | Not Designated as Hedging Instrument, Economic Hedge [Member] | Interest rate swaps                      
Derivative [Line Items]                      
Derivative, Notional Amount $ 545,000,000       $ 1,505,000,000       $ 545,000,000 $ 1,505,000,000  
Derivative, Average Fixed Interest Rate 1.78%       2.80%       1.78% 2.80%  
Derivative, Average Remaining Maturity                 9 years 4 months 24 days 8 years 3 months 18 days  
Maturity greater than 10 years [Member] | Not Designated as Hedging Instrument, Economic Hedge [Member] | Interest rate swaps                      
Derivative [Line Items]                      
Derivative, Notional Amount $ 120,000,000       $ 220,000,000       $ 120,000,000 $ 220,000,000  
Derivative, Average Fixed Interest Rate 2.84%       2.81%       2.84% 2.81%  
Derivative, Average Remaining Maturity                 27 years 8 months 12 days 21 years 10 months 24 days  
[1] Weighted average based on notional amount of the underlying instrument.
[2] Amounts shown as of December 31, 2019 and December 31, 2018 are net of $(9,265) paid and $8,424 received, respectively, in variation margin which is recorded on the Company’s consolidated balance sheets within “restricted cash.” As of December 31, 2019, all of the Company’s interest rate swap agreements are centrally cleared through the CME. Please refer to Note 1 for information regarding the exchange of variation margin being legally considered as settlement of the derivative as opposed to a pledge of collateral. The amount shown as of December 31, 2018 is the unsettled fair value of the instruments subject to bilateral agreements and not centrally cleared through the CME as of that date.
[3] Implied cost basis represents the forward price to be paid for the underlying Agency MBS as if settled as of the date indicated.