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RESTATEMENT OF PREVIOUSLY ISSUED FINANCIAL STATEMENTS (Details) - USD ($)
Mar. 31, 2018
Dec. 31, 2017
Mar. 31, 2017
Assets      
Available-for-sale securities, at fair value (includes pledged securities of $1,099,341,757 and $1,295,225,428 for March 31, 2018 and December 31, 2017, respectively) [1] $ 1,095,189,264 $ 1,290,825,648  
Mortgage loans held-for-sale, at fair value 0    
Multi-family loans held in securitization trusts, at fair value [1] 1,106,592,612 1,130,874,274  
Residential loans held in securitization trusts, at fair value [1] 111,764,070 119,756,455  
Mortgage servicing rights, at fair value [1] 3,021,549 2,963,861  
Cash and cash equivalents [1] 42,257,248 34,347,339  
Restricted cash [1] 11,658,225 11,275,263  
Deferred offering costs [1] 186,999 179,382  
Accrued interest receivable [1] 8,854,367 8,852,036  
Investment related receivable (includes pledged securities of $138,262,099 for March 31, 2018) [1] 143,801,279 7,461,128  
Derivative assets, at fair value [1] 18,132,700 5,349,613  
Other assets [1] 512,358 656,117  
Total assets [1] 2,541,970,671 2,612,541,116  
LIABILITIES:      
Available-for-sale securities [1] 1,177,060,000 1,234,522,000  
Multi-family securitized debt obligations [1] 1,086,279,589 1,109,204,743  
Residential securitized debt obligations [1] 106,676,747 114,418,318  
Accrued interest payable [1] 6,009,300 6,194,464  
Derivative liabilities, at fair value 0    
Dividends payable 39,132 [1] 39,132 [1] $ 39,132
Deferred income [1] 273,968 222,518  
Due to broker [1] 13,741,125 1,123,463  
Fees and expenses payable to Manager [1] 1,319,711 752,000  
Other accounts payable and accrued expenses [1] 209,976 273,201  
Total liabilities [1] 2,391,609,548 2,466,749,839  
STOCKHOLDERS' EQUITY:      
Preferred Stock: par value $0.01 per share; 50,000,000 shares authorized, 8.75% Series A cumulative redeemable, $25 liquidation preference, 1,610,000 and 1,610,000 issued and outstanding at March 31, 2018 and December 31, 2017, respectively [1] 37,156,972 37,156,972  
Common Stock: par value $0.01 per share; 450,000,000 shares authorized, 23,683,164 and 22,143,758 shares issued and outstanding, at March 31, 2018 and December 31, 2017, respectively [1] 236,787 221,393  
Additional paid-in capital [1] 231,348,163 224,048,169  
Accumulated other comprehensive income (loss) [1] (23,483,141) (12,617,794)  
Cumulative distributions to stockholders [1] (107,845,430) (104,650,235)  
Accumulated earnings [1] 12,947,772 1,632,772  
Total stockholders' equity [1] 150,361,123 145,791,277  
Total liabilities and stockholders' equity [1] 2,541,970,671 $ 2,612,541,116  
As previously reported      
Assets      
Available-for-sale securities, at fair value (includes pledged securities of $1,099,341,757 and $1,295,225,428 for March 31, 2018 and December 31, 2017, respectively) 1,095,189,264    
Mortgage loans held-for-sale, at fair value 0    
Multi-family loans held in securitization trusts, at fair value 1,106,592,612    
Residential loans held in securitization trusts, at fair value 111,764,070    
Mortgage servicing rights, at fair value 3,021,549    
Cash and cash equivalents 42,257,248    
Restricted cash 11,658,225    
Deferred offering costs 186,999    
Accrued interest receivable 8,854,367    
Investment related receivable (includes pledged securities of $138,262,099 for March 31, 2018) 143,801,279    
Derivative assets, at fair value 18,132,700    
Other assets 512,358    
Total assets 2,541,970,671    
LIABILITIES:      
Available-for-sale securities 1,177,060,000    
Multi-family securitized debt obligations 1,086,279,589    
Residential securitized debt obligations 106,676,747    
Accrued interest payable 6,009,300    
Derivative liabilities, at fair value 0    
Dividends payable 39,132    
Deferred income 273,968    
Due to broker 13,741,125    
Fees and expenses payable to Manager 1,319,711    
Other accounts payable and accrued expenses 209,976    
Total liabilities 2,391,609,548    
STOCKHOLDERS' EQUITY:      
Preferred Stock: par value $0.01 per share; 50,000,000 shares authorized, 8.75% Series A cumulative redeemable, $25 liquidation preference, 1,610,000 and 1,610,000 issued and outstanding at March 31, 2018 and December 31, 2017, respectively 37,156,972    
Common Stock: par value $0.01 per share; 450,000,000 shares authorized, 23,683,164 and 22,143,758 shares issued and outstanding, at March 31, 2018 and December 31, 2017, respectively 236,787    
Additional paid-in capital 231,348,163    
Accumulated other comprehensive income (loss) (25,919,831)    
Cumulative distributions to stockholders (107,845,430)    
Accumulated earnings 15,384,462    
Total stockholders' equity 150,361,123    
Total liabilities and stockholders' equity 2,541,970,671    
Restatement adjustments      
Assets      
Available-for-sale securities, at fair value (includes pledged securities of $1,099,341,757 and $1,295,225,428 for March 31, 2018 and December 31, 2017, respectively) 0    
Mortgage loans held-for-sale, at fair value 0    
Multi-family loans held in securitization trusts, at fair value 0    
Residential loans held in securitization trusts, at fair value 0    
Mortgage servicing rights, at fair value 0    
Cash and cash equivalents 0    
Restricted cash 0    
Deferred offering costs 0    
Accrued interest receivable 0    
Investment related receivable (includes pledged securities of $138,262,099 for March 31, 2018) 0    
Derivative assets, at fair value 0    
Other assets 0    
Total assets 0    
LIABILITIES:      
Available-for-sale securities 0    
Multi-family securitized debt obligations 0    
Residential securitized debt obligations 0    
Accrued interest payable 0    
Derivative liabilities, at fair value 0    
Dividends payable 0    
Deferred income 0    
Due to broker 0    
Fees and expenses payable to Manager 0    
Other accounts payable and accrued expenses 0    
Total liabilities 0    
STOCKHOLDERS' EQUITY:      
Preferred Stock: par value $0.01 per share; 50,000,000 shares authorized, 8.75% Series A cumulative redeemable, $25 liquidation preference, 1,610,000 and 1,610,000 issued and outstanding at March 31, 2018 and December 31, 2017, respectively 0    
Common Stock: par value $0.01 per share; 450,000,000 shares authorized, 23,683,164 and 22,143,758 shares issued and outstanding, at March 31, 2018 and December 31, 2017, respectively 0    
Additional paid-in capital 0    
Accumulated other comprehensive income (loss) 2,436,690    
Cumulative distributions to stockholders 0    
Accumulated earnings (2,436,690)    
Total stockholders' equity 0    
Total liabilities and stockholders' equity $ 0    
[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