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SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES - Narrative (Details) - USD ($)
3 Months Ended 6 Months Ended 12 Months Ended 13 Months Ended
Mar. 08, 2017
Mar. 31, 2017
Jun. 30, 2017
Jun. 30, 2016
Dec. 31, 2016
Dec. 31, 2016
Sep. 30, 2016
Dec. 31, 2015
Dec. 15, 2015
Schedule of Trading Securities and Other Trading Assets [Line Items]                  
Maximum exposure to loss from consolidated trusts     $ 26,200,967   $ 24,716,861        
Available-for-sale securities [1]     $ 1,252,375,950   $ 870,929,601 $ 870,929,601      
Backstop deferred income, amortization period     5 years            
Backstop guarantee, assumed prepayment rate     15.00%            
Common stock, shares authorized (in shares)     450,000,000   450,000,000 450,000,000      
Common stock, par value (in dollars per share)     $ 0.01   $ 0.01 $ 0.01      
Common stock, shares issued (in shares)     22,139,258   17,539,258 17,539,258      
Common stock, shares outstanding (in shares)   22,139,258 22,139,258   17,539,258 17,539,258      
Stock repurchase program, authorized amount                 $ 10,000,000
Preferred stock, shares authorized (in shares)     50,000,000   50,000,000 50,000,000      
Preferred stock, par value (in dollars per share)     $ 0.01   $ 0.01 $ 0.01      
Preferred stock, shares issued (in shares)     1,610,000   1,610,000 1,610,000      
Preferred stock, shares outstanding (in shares)     1,610,000   1,610,000 1,610,000      
Income taxes, interest paid     $ 6,903,389 $ 3,030,326          
Stock Repurchase Program                  
Schedule of Trading Securities and Other Trading Assets [Line Items]                  
Common stock shares repurchased (in shares)     0     126,856      
Weighted average share price of common stock repurchased (in dollars per share)           $ 5.09      
Stock repurchase program, remaining authorized amount     $ 9,400,000            
Non-Agency                  
Schedule of Trading Securities and Other Trading Assets [Line Items]                  
Available-for-sale securities     0   $ 7,592,802 $ 7,592,802      
Maximum loss exposure from VIEs     0   4,413,403 4,413,403      
Multi-Family MBS                  
Schedule of Trading Securities and Other Trading Assets [Line Items]                  
Available-for-sale securities     $ 30,507,236   73,146,566 73,146,566      
Residential mortgage loans                  
Schedule of Trading Securities and Other Trading Assets [Line Items]                  
Unpaid mortgage balance               $ 518,455,163  
Internal Revenue Service (IRS)                  
Schedule of Trading Securities and Other Trading Assets [Line Items]                  
Income taxes, interest paid $ 2,010,000 $ 2,010,000              
Income taxes, interest provision         $ 1,860,000 $ 1,860,000 $ 1,860,000    
Income taxes, interest expense $ 150,000 $ 150,000              
[1] Our consolidated balance sheets include assets and liabilities of consolidated variable interest entities ("VIEs") as the Company is the primary beneficiary of these VIEs. As of June 30, 2017 and December 31, 2016, assets of consolidated VIEs totaled $1,308,989,628 and $1,369,120,941 respectively, and the liabilities of consolidated VIEs totaled $1,282,788,661 and $1,344,404,080 respectively