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INTEREST INCOME AND INTEREST EXPENSE - Components of Company's Interest Income and Interest Expense (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2023
Mar. 31, 2022
Interest income    
Agency securities $ 603,102 $ 522,951
Residential credit securities 53,745 22,122
Residential mortgage loans 147,231 73,488
Commercial investment portfolio 9,887 37,283
Reverse repurchase agreements 4,285 6
Total interest income 818,250 655,850
Interest expense    
Repurchase agreements 698,742 26,879
Debt issued by securitization vehicles 88,934 34,625
Participations issued 11,111 5,852
Other 0 7,566
Total interest expense 798,787 74,922
Net interest income $ 19,463 $ 580,928