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Derivatives (Details) - USD ($)
3 Months Ended 6 Months Ended
Dec. 31, 2019
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Derivative [Line Items]          
Derivative Instruments Not Designated as Hedging Instruments, Gain (Loss), Net   $ (8,563,000) $ (117,535,000) $ (204,130,000) $ (179,233,000)
Derivative assets, fair value $ 4,290,000 7,926,000   7,926,000  
Derivative liabilities, fair value (974,000) (4,208,000)   (4,208,000)  
Derivative Asset, Fair Value, Gross Asset 4,290,000 7,926,000   7,926,000  
Derivative Liability, Fair Value, Gross Liability 974,000 4,208,000   4,208,000  
Variation margin 9,265,000 2,866,000   2,866,000  
Derivative Liability, Notional Amount [1]   1,225,000,000   1,225,000,000  
Interest rate swaps          
Derivative [Line Items]          
Derivative Instruments Not Designated as Hedging Instruments, Loss   (1,672,000) (124,213,000) (183,852,000) (195,978,000)
Interest rate swaption          
Derivative [Line Items]          
Derivative Instruments Not Designated as Hedging Instruments, Loss   0 0 (573,000) 0
Derivative Asset, Fair Value, Gross Asset 573,000        
U.S. Treasury futures          
Derivative [Line Items]          
Derivative Instruments Not Designated as Hedging Instruments, Loss   (10,928,000) (102,000) (19,377,000) (211,000)
Derivative Liability, Fair Value, Gross Liability   (4,208,000)   (4,208,000)  
Options on U.S. Treasury futures          
Derivative [Line Items]          
Derivative Instruments Not Designated as Hedging Instruments, Loss   (6,680,000) 0 (17,406,000) 0
Derivative Asset, Fair Value, Gross Asset 2,883,000 3,168,000 [1]   3,168,000 [1]  
Long position | TBA securities          
Derivative [Line Items]          
Derivative Instruments Not Designated as Hedging Instruments, Gain   8,688,000 6,780,000 27,119,000 16,956,000
Derivative Asset, Fair Value, Gross Asset 834,000 4,758,000   4,758,000  
Short position | TBA securities          
Derivative [Line Items]          
Derivative Instruments Not Designated as Hedging Instruments, Gain   2,029,000     $ 0
Derivative Instruments Not Designated as Hedging Instruments, Loss     $ 0 (10,041,000)  
Derivative Liability, Fair Value, Gross Liability $ 974,000 $ 0   $ 0  
Not Designated as Hedging Instrument, Economic Hedge | Interest rate swaps          
Derivative [Line Items]          
Derivative, Average Fixed Interest Rate 1.62% 0.76%   0.76%  
Derivative, Average Remaining Maturity 3 years 9 months 18 days     9 years  
Derivative Asset, Notional Amount $ 4,225,000,000 $ 475,000,000   $ 475,000,000  
Not Designated as Hedging Instrument, Economic Hedge | Interest rate swaption          
Derivative [Line Items]          
Derivative assets, fair value 573,000 0   0  
Derivative instrument, cost basis [2] 6,180,000        
Derivative Asset, Fair Value, Gross Asset [2] 573,000        
Derivative Asset, Notional Amount 750,000,000 [2] 0   0  
Not Designated as Hedging Instrument, Economic Hedge | U.S. Treasury futures          
Derivative [Line Items]          
Derivative liabilities, fair value 0 (4,208,000) [1]   (4,208,000) [1]  
Derivative Liability, Notional Amount 0 1,225,000,000   1,225,000,000  
Not Designated as Hedging Instrument, Economic Hedge | Options on U.S. Treasury futures          
Derivative [Line Items]          
Derivative assets, fair value 2,883,000 3,168,000   3,168,000  
Derivative instrument, cost basis 4,359,000 [2] 20,622,000 [1]   20,622,000 [1]  
Derivative Asset, Fair Value, Gross Asset [2] 2,883,000        
Derivative Asset, Notional Amount 1,350,000,000 [2] 1,425,000,000 [1]   1,425,000,000 [1]  
Not Designated as Hedging Instrument, Economic Hedge | Short position | TBA securities          
Derivative [Line Items]          
Derivative liabilities, fair value (974,000) 0   0  
Derivative Liability, Notional Amount 500,000,000 0   0  
Not Designated as Hedging Instrument, Trading | Long position | TBA securities          
Derivative [Line Items]          
Derivative assets, fair value 834,000 4,758,000   4,758,000  
Derivative Asset, Notional Amount $ 435,000,000 $ 1,250,000,000   $ 1,250,000,000  
Maturity in three years or less | Not Designated as Hedging Instrument, Economic Hedge | Interest rate swaps          
Derivative [Line Items]          
Derivative, Average Fixed Interest Rate 1.58% 1.35%   1.35%  
Derivative, Average Remaining Maturity 1 year 6 months     3 months 18 days  
Derivative Asset, Notional Amount $ 2,860,000,000 $ 50,000,000   $ 50,000,000  
Maturity between 3 and 6 years | Not Designated as Hedging Instrument, Economic Hedge | Interest rate swaps          
Derivative [Line Items]          
Derivative, Average Fixed Interest Rate 1.43%        
Derivative, Average Remaining Maturity 4 years 8 months 12 days        
Derivative Asset, Notional Amount $ 700,000,000        
Maturity between 6 and 10 years | Not Designated as Hedging Instrument, Economic Hedge | Interest rate swaps          
Derivative [Line Items]          
Derivative, Average Fixed Interest Rate 1.78% 0.69%   0.69%  
Derivative, Average Remaining Maturity 9 years 4 months 24 days     9 years 10 months 24 days  
Derivative Asset, Notional Amount $ 545,000,000 $ 425,000,000   $ 425,000,000  
Maturity greater than 10 years [Member] | Not Designated as Hedging Instrument, Economic Hedge | Interest rate swaps          
Derivative [Line Items]          
Derivative, Average Fixed Interest Rate 2.84%        
Derivative, Average Remaining Maturity 27 years 8 months 12 days        
Derivative Asset, Notional Amount $ 120,000,000        
[1] All futures and options outstanding as of June 30, 2020 will expire in September of 2020
[2] All options outstanding as of December 31, 2019 expired during the first quarter of 2020.