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Fair Value by Balance Sheet Grouping (Details) - USD ($)
$ in Thousands
Sep. 30, 2019
Dec. 31, 2018
Fair Value Disclosures [Abstract]    
Loans held-for-investment $ 3,927,095 $ 3,167,913
Loans held-for-investment, at fair value 3,961,948 3,200,980
Available-for-sale securities, at fair value 12,830 12,606
Held-to-maturity securities 19,594 26,696
Held-to-maturity securities, at fair value 19,666 26,611
Cash and cash equivalents 137,355 91,700
Restricted cash 168,809 31,723
Repurchase agreements 1,724,912 1,500,543
Securitized debt obligations 1,124,820 654,263
Securitized debt obligations, at fair value 1,136,007 654,330
Asset-specific financings 114,080 0
Revolving credit facilities 0 75,000
Convertible senior notes 269,241 268,138
Convertible senior notes, at fair value $ 283,470 $ 270,731