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RESTATEMENT OF PREVIOUSLY ISSUED FINANCIAL STATEMENTS (Details 3) - USD ($)
3 Months Ended 9 Months Ended 12 Months Ended
Sep. 30, 2016
Sep. 30, 2015
Sep. 30, 2016
Sep. 30, 2015
Dec. 31, 2015
Cash flows from operating activities:          
Net income (loss) $ 1,850,690 $ (1,698,722) $ (22,896,725) $ (3,028,000)  
Adjustments to reconcile net income (loss) to net cash provided by operating activities:          
Other-than-temporary impairment charges 203,580 350,924 370,798 4,652,147  
Amortization/accretion of available-for-sale securities premiums and discounts, net (1,722,819) (3,227,130) (5,257,442) (11,111,926)  
Realized (gain) loss on sale of investments, net     3,361,609 (1,834,151)  
Realized (gain) loss on derivative contracts     3,167,877 12,310,301  
Realized (gain) loss on mortgage loans held-for-sale (60,427) 13,666 (129,175) (1,017,625)  
Unrealized (gain) loss on fair value option securities 958,995 393,685 7,293,268 625,958  
Unrealized (gain) loss on derivative contracts (3,340,600) (1,631,907) 7,172,338 (782,901)  
Unrealized (gain) loss on mortgage loans held-for-sale 138,785 (539,456) 2,885 (496,297)  
Unrealized gain (loss) on mortgage service rights     1,243,240 756,558  
Unrealized (gain) loss on multi-family loans held in securitization trusts     5,604,839 (5,644,774)  
Unrealized (gain) loss on residential loans held in securitization trusts 764,599 1,323,697 (80,511) 7,655,902  
Restricted stock compensation expense 3,459   29,014 50,535  
Net change in:          
Accrued interest receivable     (672,852) 1,438,767  
Dividends receivable     25,899 (26,022)  
Other assets     (424,039) (290,062)  
Accrued interest payable     (43,909) (608,536)  
Deferred income     6,905 0  
Fees and expenses payable to Manager     (151,716) (142,000)  
Other accounts payable and accrued expenses     1,795,403 333,445  
Net cash provided by operating activities     417,706 2,841,319  
Cash flows from investing activities:          
Purchase of available-for-sale securities     (454,443,440) (109,386,478)  
Purchase of mortgage loans held-for-sale     (14,772,535) (297,706,381)  
Proceeds from sales of available-for-sale securities     230,557,084 245,214,358  
Proceeds from mortgage loans held-for-sale     16,289,603 291,898,820  
Proceeds from FHLBI stock     2,391,700 0  
Net proceeds from (payments for) derivative contracts     (3,167,877) (12,299,683)  
Principal payments from available-for-sale securities     66,007,840 53,998,105  
Principal payments from mortgage loans held-for-sale     235,622 0  
Investment related receivable     (2,539,730) 71,006,526  
Restricted cash     (5,908,603) (144,112)  
Net cash used in investing activities     (165,350,336) 237,317,035  
Cash flows from financing activities:          
Net proceeds from issuance of common stock     0 (344,889)  
Dividends paid on common stock     (7,885,803) (15,457,238)  
Dividends paid on preferred stock     (2,641,527) (2,641,527)  
Proceeds from repurchase agreements - available-for-sale securities     5,603,428,000 4,432,684,999  
Proceeds from repurchase agreements - mortgage loans held-for-sale     16,405,081 57,432,865  
Payments for FHLBI advances     (49,697,000) (53,400,000)  
Principal repayments of repurchase agreements - available-for-sale securities     (5,373,159,000) (4,713,249,999)  
Principal repayments of repurchase agreements - mortgage loans held-for-sale     (18,783,717) (54,697,754)  
Net cash provided by financing activities     167,382,469 (244,950,309)  
Net increase (decrease) in cash and cash equivalents     2,449,839 (4,791,955)  
Cash and cash equivalents, beginning of period     26,140,718 [1] 32,274,285 $ 32,274,285
Cash and cash equivalents, end of period 28,590,557 [1] 27,482,330 28,590,557 [1] 27,482,330 26,140,718 [1]
Supplemental disclosure of cash flow information          
Cash paid for interest     4,671,932 6,730,818  
Non-cash investing and financing activities information          
Restricted stock compensation expense     29,014 50,585  
Dividends declared but not paid at end of period 29,349 [1] $ 29,349 29,349 [1] 29,349 39,132 [1]
Net change in unrealized gain (loss) on available-for-sale securities     5,783,321 3,638,597  
Consolidation of multi-family loans held in securitization trusts     1,271,754,540 1,563,385,916  
Consolidation of residential loans held in securitization trusts     153,858,101 445,230,977  
Consolidation of multi-family securitized debt obligations     1,253,797,808 1,477,807,591  
Consolidation of residential securitized debt obligations     147,807,489 $ 393,218,978  
Previously Reported [Member]          
Cash flows from operating activities:          
Net income (loss) 1,496,356   (19,527,535)    
Adjustments to reconcile net income (loss) to net cash provided by operating activities:          
Other-than-temporary impairment charges 557,914   725,132    
Amortization/accretion of available-for-sale securities premiums and discounts, net     (5,257,442)    
Realized (gain) loss on sale of investments, net     3,361,609    
Realized (gain) loss on derivative contracts     3,167,877    
Realized (gain) loss on mortgage loans held-for-sale (60,427)   (129,175)    
Unrealized (gain) loss on fair value option securities 958,995   3,569,744    
Unrealized (gain) loss on derivative contracts (3,340,600)   7,172,338    
Unrealized (gain) loss on mortgage loans held-for-sale 138,785   2,885    
Unrealized gain (loss) on mortgage service rights     1,243,240    
Unrealized (gain) loss on multi-family loans held in securitization trusts     5,604,839    
Unrealized (gain) loss on residential loans held in securitization trusts 764,599   (80,511)    
Restricted stock compensation expense     29,014    
Net change in:          
Accrued interest receivable     (672,852)    
Dividends receivable     25,899    
Other assets     (424,039)    
Accrued interest payable     (43,909)    
Deferred income     6,905    
Fees and expenses payable to Manager     (151,716)    
Other accounts payable and accrued expenses     1,795,403    
Net cash provided by operating activities     417,706    
Cash flows from investing activities:          
Purchase of available-for-sale securities     (454,443,440)    
Purchase of mortgage loans held-for-sale     (14,772,535)    
Proceeds from sales of available-for-sale securities     230,557,084    
Proceeds from mortgage loans held-for-sale     16,289,603    
Proceeds from FHLBI stock     2,391,700    
Net proceeds from (payments for) derivative contracts     (3,167,877)    
Principal payments from available-for-sale securities     66,007,840    
Principal payments from mortgage loans held-for-sale     235,622    
Investment related receivable     (2,539,730)    
Restricted cash     (5,908,603)    
Net cash used in investing activities     (165,350,336)    
Cash flows from financing activities:          
Net proceeds from issuance of common stock     (283,565)    
Dividends paid on common stock     (7,885,803)    
Dividends paid on preferred stock     (2,641,527)    
Proceeds from repurchase agreements - available-for-sale securities     5,603,428,000    
Proceeds from repurchase agreements - mortgage loans held-for-sale     16,405,081    
Payments for FHLBI advances     (49,697,000)    
Principal repayments of repurchase agreements - available-for-sale securities     (5,373,159,000)    
Principal repayments of repurchase agreements - mortgage loans held-for-sale     (18,783,717)    
Net cash provided by financing activities     167,382,469    
Net increase (decrease) in cash and cash equivalents     2,449,839    
Cash and cash equivalents, beginning of period     26,140,718    
Cash and cash equivalents, end of period 28,590,557   28,590,557   26,140,718
Supplemental disclosure of cash flow information          
Cash paid for interest     4,671,932    
Non-cash investing and financing activities information          
Restricted stock compensation expense     29,014    
Dividends declared but not paid at end of period 29,349   29,349    
Net change in unrealized gain (loss) on available-for-sale securities     2,414,131    
Consolidation of multi-family loans held in securitization trusts     1,271,754,540    
Consolidation of residential loans held in securitization trusts     153,858,101    
Consolidation of multi-family securitized debt obligations     1,253,797,808    
Consolidation of residential securitized debt obligations     147,807,489    
Restatement Adjustment [Member]          
Cash flows from operating activities:          
Net income (loss) 354,334   (3,369,190)    
Adjustments to reconcile net income (loss) to net cash provided by operating activities:          
Other-than-temporary impairment charges (354,334)   (354,334)    
Amortization/accretion of available-for-sale securities premiums and discounts, net     0    
Realized (gain) loss on sale of investments, net     0    
Realized (gain) loss on derivative contracts     0    
Realized (gain) loss on mortgage loans held-for-sale 0   0    
Unrealized (gain) loss on fair value option securities 0   3,723,524    
Unrealized (gain) loss on derivative contracts 0   0    
Unrealized (gain) loss on mortgage loans held-for-sale 0   0    
Unrealized gain (loss) on mortgage service rights     0    
Unrealized (gain) loss on multi-family loans held in securitization trusts     0    
Unrealized (gain) loss on residential loans held in securitization trusts 0   0    
Restricted stock compensation expense     0    
Net change in:          
Accrued interest receivable     0    
Dividends receivable     0    
Other assets     0    
Accrued interest payable     0    
Deferred income     0    
Fees and expenses payable to Manager     0    
Other accounts payable and accrued expenses     0    
Net cash provided by operating activities     0    
Cash flows from investing activities:          
Purchase of available-for-sale securities     0    
Purchase of mortgage loans held-for-sale     0    
Proceeds from sales of available-for-sale securities     0    
Proceeds from mortgage loans held-for-sale     0    
Proceeds from FHLBI stock     0    
Net proceeds from (payments for) derivative contracts     0    
Principal payments from available-for-sale securities     0    
Principal payments from mortgage loans held-for-sale     0    
Investment related receivable     0    
Restricted cash     0    
Net cash used in investing activities     0    
Cash flows from financing activities:          
Net proceeds from issuance of common stock     0    
Dividends paid on common stock     0    
Dividends paid on preferred stock     0    
Proceeds from repurchase agreements - available-for-sale securities     0    
Proceeds from repurchase agreements - mortgage loans held-for-sale     0    
Payments for FHLBI advances     0    
Principal repayments of repurchase agreements - available-for-sale securities     0    
Principal repayments of repurchase agreements - mortgage loans held-for-sale     0    
Net cash provided by financing activities     0    
Net increase (decrease) in cash and cash equivalents     0    
Cash and cash equivalents, beginning of period     0    
Cash and cash equivalents, end of period 0   0   $ 0
Supplemental disclosure of cash flow information          
Cash paid for interest     0    
Non-cash investing and financing activities information          
Restricted stock compensation expense     0    
Dividends declared but not paid at end of period $ 0   0    
Net change in unrealized gain (loss) on available-for-sale securities     3,369,190    
Consolidation of multi-family loans held in securitization trusts     0    
Consolidation of residential loans held in securitization trusts     0    
Consolidation of multi-family securitized debt obligations     0    
Consolidation of residential securitized debt obligations     $ 0    
[1] Our consolidated balance sheets include assets and liabilities of consolidated variable interest entities ("VIE's) as the Company is the primary beneficiary of these VIEs. As of September 30, 2016 and December 31, 2015, assets of consolidated VIEs totaled $1,425,612,641 and $1,868,482,556, respectively, and the liabilities of consolidated VIEs totaled $1,401,605,297 and $1,750,916,265, respectively