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INVESTMENTS IN RESIDENTIAL MORTGAGE LOANS - Activities Related to the Carrying Value of Loans Held-for-sale (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Loans Held-for-sale, Reconciliation [Roll Forward]      
Transfers of loans from held-for-investment $ 23,080 $ 316,199 $ 0
Transfer of loans to real estate owned (124,013) (81,940)  
Loans Held-for-sale      
Loans Held-for-sale, Reconciliation [Roll Forward]      
Beginning balance, loans held-for-sale 696,665 776,681  
Purchases 5,135,700 1,196,018  
Transfers of loans from held-for-investment 23,080 316,199  
Sales (3,901,161) (1,274,707)  
Transfer of loans to other assets (17,487) (158,807)  
Transfer of loans to real estate owned (71,756) (56,001)  
Proceeds from repayments (125,987) (91,339)  
Valuation (provision) reversal on loans (13,520) (11,379)  
Ending balance, loans held-for-sale 1,725,534 696,665 $ 776,681
Provision for loans held-for-sale $ 30,100 $ 30,200