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Investment Fair Value Changes, Net - Components of Investment Activities (Details) - Investment Fair Value Changes, Net - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Investment Holdings [Line Items]        
Changes in fair value of assets $ 889 $ 8,115 $ 2,498 $ 9,666
Residential loans held-for-investment, at Redwood        
Investment Holdings [Line Items]        
Changes in fair value of assets (15,010) 8,354 (53,995) 6,021
Trading securities        
Investment Holdings [Line Items]        
Changes in fair value of assets (930) 18,926 (3,885) 30,069
Legacy Sequoia        
Investment Holdings [Line Items]        
Changes in fair value of assets (720) (987) (728) (2,797)
Sequoia Choice        
Investment Holdings [Line Items]        
Changes in fair value of assets 1,072 0 986 0
Risk-sharing investments        
Investment Holdings [Line Items]        
Changes in fair value of assets (209) (513) (348) (718)
Risk management derivatives, net        
Investment Holdings [Line Items]        
Changes in fair value of assets 16,742 (17,838) 60,524 (22,965)
Commercial loan        
Investment Holdings [Line Items]        
Changes in fair value of assets 0 300 0 300
Impairments on AFS securities        
Investment Holdings [Line Items]        
Changes in fair value of assets $ (56) $ (127) $ (56) $ (244)