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SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES - Narrative (Details) - USD ($)
3 Months Ended 12 Months Ended 13 Months Ended 28 Months Ended
Mar. 08, 2017
Mar. 31, 2018
Mar. 31, 2017
Dec. 31, 2017
Dec. 31, 2016
Mar. 31, 2018
Dec. 15, 2015
Schedule of Trading Securities and Other Trading Assets [Line Items]              
Maximum exposure to loss from consolidated trusts   $ 25,497,642   $ 27,108,818      
Available-for-sale securities [1]   $ 1,095,189,264   $ 1,290,825,648   $ 1,095,189,264  
Backstop deferred income, amortization period   5 years          
Backstop guarantee, assumed prepayment rate (percentage)   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)   23,683,164   22,143,758   23,683,164  
Common stock, shares outstanding (in shares)   23,683,164   22,143,758   23,683,164  
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   $ 5,242,972 $ 4,147,592        
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    
Stock repurchase program, remaining authorized amount   $ 9,400,000       $ 9,400,000  
Multi-Family MBS              
Schedule of Trading Securities and Other Trading Assets [Line Items]              
Available-for-sale securities       $ 5,742,000      
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      
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 March 31, 2018 and December 31, 2017, assets of consolidated VIEs totaled $1,223,232,702 and $1,255,404,335 respectively, and the liabilities of consolidated VIEs totaled $1,197,735,060 and $1,228,295,517 respectively