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SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES - Narrative (Details) - USD ($)
3 Months Ended 12 Months Ended 13 Months Ended 16 Months Ended
Mar. 08, 2017
Mar. 31, 2017
Mar. 31, 2016
Dec. 31, 2016
Dec. 31, 2016
Mar. 31, 2017
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   $ 25,648,149   $ 24,716,861          
Fair value of investments [1]   $ 1,035,720,870   $ 870,929,601 $ 870,929,601 $ 1,035,720,870      
Common stock, shares authorized (in shares)   450,000,000   450,000,000 450,000,000 450,000,000      
Common stock, par value (in dollars per share)   $ 0.01   $ 0.01 $ 0.01 $ 0.01      
Common stock, shares issued (in shares)   17,539,258   17,539,258 17,539,258 17,539,258      
Common stock, shares outstanding (in shares)   17,539,258   17,539,258 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 50,000,000      
Preferred stock, par value (in dollars per share)   $ 0.01   $ 0.01 $ 0.01 $ 0.01      
Preferred stock, shares issued (in shares)   1,610,000   1,610,000 1,610,000 1,610,000      
Preferred stock, shares outstanding (in shares)   1,610,000   1,610,000 1,610,000 1,610,000      
Income taxes, interest paid   $ 4,147,592 $ 1,666,481            
Stock Repurchase Program                  
Schedule of Trading Securities and Other Trading Assets [Line Items]                  
Common stock shares repurchased (in shares)   0     126,856 126,856      
Weighted average share price of common stock repurchased (in dollars per share)         $ 5.09 $ 5.09      
Stock repurchase program, remaining authorized amount   $ 9,400,000       $ 9,400,000      
Non-Agency                  
Schedule of Trading Securities and Other Trading Assets [Line Items]                  
Fair value of investments   0   $ 7,592,802 $ 7,592,802 0      
Maximum loss exposure from VIEs   0   4,413,403 4,413,403 0      
Multi-Family MBS                  
Schedule of Trading Securities and Other Trading Assets [Line Items]                  
Fair value of investments   35,810,200   $ 73,146,566 $ 73,146,566 $ 35,810,200      
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    
Income taxes, interest expense   $ 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 March 31, 2017 and December 31, 2016, assets of consolidated VIEs totaled $1,352,801,814 and $1,369,120,941 respectively, and the liabilities of consolidated VIEs totaled $1,327,153,665 and $1,344,404,080 respectively