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REAL ESTATE SECURITIES - Securities by Remaining Maturity (Details) - USD ($)
$ in Thousands
Mar. 31, 2019
Dec. 31, 2018
Debt Securities, Available-for-sale [Line Items]    
Within 1 year $ 363,039 $ 343,834
1-5 years 1,021,189 884,997
5-10 years 223,748 169,743
After 10 years 1 2
Total 1,607,977 1,398,576
CMBS    
Debt Securities, Available-for-sale [Line Items]    
Within 1 year 361,036 342,121
1-5 years 922,789 772,594
5-10 years 197,815 137,925
After 10 years 0 0
Total 1,481,640 1,252,640
CMBS interest-only    
Debt Securities, Available-for-sale [Line Items]    
Within 1 year 1,191 1,145
1-5 years 52,379 54,546
5-10 years 0 0
After 10 years 0 0
Total 53,570 55,691
GNMA interest-only    
Debt Securities, Available-for-sale [Line Items]    
Within 1 year 329 17
1-5 years 1,929 2,276
5-10 years 232 353
After 10 years 1 2
Total 2,491 2,648
Agency securities    
Debt Securities, Available-for-sale [Line Items]    
Within 1 year 0 0
1-5 years 661 662
5-10 years 0 0
After 10 years 0 0
Total 661 662
GNMA permanent securities    
Debt Securities, Available-for-sale [Line Items]    
Within 1 year 483 551
1-5 years 6,822 1,048
5-10 years 25,701 31,465
After 10 years 0 0
Total 33,006 33,064
Corporate bonds    
Debt Securities, Available-for-sale [Line Items]    
Within 1 year 0 0
1-5 years 36,609 53,871
5-10 years 0 0
After 10 years 0 0
Total $ 36,609 $ 53,871