Vident Investment Advisory 13F-HR Quarterly holdings report by institutional manager

The Securities and Exchange Commission has not necessarily reviewed the information in this filing and has not determined if it is accurate and complete.
The reader should not assume that the information is accurate and complete.

UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 13F

FORM 13F INFORMATION TABLE

OMB APPROVAL

OMB Number:		3235-0006
Expires:	Oct 31, 2018
Estimated average burden
hours per response:		23.8

COLUMN 1	COLUMN 2	COLUMN 3	COLUMN 4	COLUMN 5			COLUMN 6	COLUMN 7	COLUMN 8
			VALUE	SHRS OR	SH/	PUT/	INVESTMENT	OTHER	VOTING AUTHORITY
NAME OF ISSUER	TITLE OF CLASS	CUSIP	(x$1000)	PRN AMT	PRN	CALL	DISCRETION	MANAGER	SOLE	SHARED	NONE
3-D SYS CORP DEL	COM NEW	88554D205	1,039	57,876	SH		DFND	1	0	57,876	0
3M CO	COM	88579Y101	491	2,784	SH		DFND	1	0	2,784	0
ABERCROMBIE & FITCH CO	CL A	002896207	1,791	112,690	SH		DFND	1	0	112,690	0
ABERDEEN ASIA PACIFIC INCOM	COM	003009107	4,922	961,245	SH		DFND	1	0	961,245	0
ABIOMED INC	COM	003654100	512	3,980	SH		DFND	1	0	3,980	0
ACCURAY INC	COM	004397105	2,141	336,058	SH		DFND	1	0	336,058	0
ACTIVISION BLIZZARD INC	COM	00507V109	1,041	23,493	SH		DFND	1	0	23,493	0
ADAPTIMMUNE THERAPEUTICS PLC	SPONDS ADR	00653A107	516	73,145	SH		DFND	1	0	73,145	0
ADURO BIOTECH INC	COM	00739L101	721	57,990	SH		DFND	1	0	57,990	0
ADVAXIS INC	COM NEW	007624208	864	80,825	SH		DFND	1	0	80,825	0
AEROVIRONMENT INC	COM	008073108	2,135	87,477	SH		DFND	1	0	87,477	0
AES CORP	COM	00130H105	2,331	181,433	SH		DFND	1	0	181,433	0
AETNA INC NEW	COM	00817Y108	2,807	24,312	SH		DFND	1	0	24,312	0
AFLAC INC	COM	001055102	2,340	32,560	SH		DFND	1	0	32,560	0
AGENUS INC	COM NEW	00847G705	1,204	167,654	SH		DFND	1	0	167,654	0
AGILYSYS INC	COM	00847J105	451	40,584	SH		DFND	1	0	40,584	0
ALLERGAN PLC	SHS	G0177J108	475	2,062	SH		DFND	1	0	2,062	0
ALLIANCEBERNSTEIN GBL HGH IN	COM	01879R106	1,837	145,642	SH		DFND	1	0	145,642	0
ALLIANZGI CONV & INCOME FD	COM	018828103	5,159	764,331	SH		DFND	1	0	764,331	0
ALLSTATE CORP	COM	020002101	2,403	34,741	SH		DFND	1	0	34,741	0
ALPHABET INC	CAP STK CL A	02079K305	1,489	1,852	SH		DFND	1	0	1,852	0
ALPINE GLOBAL PREMIER PPTYS	COM SBI	02083A103	4,309	776,398	SH		DFND	1	0	776,398	0
ALPINE TOTAL DYNAMIC DIVID F	COM SH BEN INT N	021060207	4,393	575,813	SH		DFND	1	0	575,813	0
AMAZON COM INC	COM	023135106	2,596	3,101	SH		DFND	1	0	3,101	0
AMBARELLA INC	SHS	G037AX101	1,099	14,934	SH		DFND	1	0	14,934	0
AMDOCS LTD	SHS	G02602103	2,383	41,192	SH		DFND	1	0	41,192	0
AMEREN CORP	COM	023608102	2,171	44,144	SH		DFND	1	0	44,144	0
AMERICAN EAGLE OUTFITTERS NE	COM	02553E106	2,376	133,038	SH		DFND	1	0	133,038	0
AMERICAN FINL GROUP INC OHIO	COM	025932104	2,278	30,375	SH		DFND	1	0	30,375	0
AMERICAN TOWER CORP NEW	COM	03027X100	553	3,635	SH		DFND	1	0	3,635	0
AMGEN INC	COM	031162100	1,320	7,913	SH		DFND	1	0	7,913	0
AMKOR TECHNOLOGY INC	COM	031652100	1,576	162,165	SH		DFND	1	0	162,165	0
ANHEUSER BUSCH INBEV SA/NV	SPONSORED ADR	03524A108	493	3,749	SH		DFND	1	0	3,749	0
ANTHEM INC	COM	036752103	2,168	17,303	SH		DFND	1	0	17,303	0
APPLE INC	COM	037833100	707	6,253	SH		DFND	1	0	6,253	0
APTEVO THERAPEUTICS INC	COM	03835L108	37	14,606	SH		DFND	1	0	14,606	0
ARCHER DANIELS MIDLAND CO	COM	039483102	2,330	55,246	SH		DFND	1	0	55,246	0
ARROW ELECTRS INC	COM	042735100	2,215	34,631	SH		DFND	1	0	34,631	0
ASTRAZENECA PLC	SPONSORED ADR	046353108	806	24,514	SH		DFND	1	0	24,514	0
AT&T INC	COM	00206R102	3,276	80,673	SH		DFND	1	0	80,673	0
ATARA BIOTHERAPEUTICS INC	COM	046513107	700	32,721	SH		DFND	1	0	32,721	0
AUTODESK INC	COM	052769106	1,010	13,967	SH		DFND	1	0	13,967	0
AVNET INC	COM	053807103	2,300	56,027	SH		DFND	1	0	56,027	0
BARRICK GOLD CORP	COM	067901108	460	25,961	SH		DFND	1	0	25,961	0
BAXTER INTL INC	COM	071813109	2,945	61,863	SH		DFND	1	0	61,863	0
BED BATH & BEYOND INC	COM	075896100	2,336	54,189	SH		DFND	1	0	54,189	0
BEIGENE LTD	SPONSORED ADR	07725L102	701	22,751	SH		DFND	1	0	22,751	0
BELLICUM PHARMACEUTICALS INC	COM	079481107	1,059	53,229	SH		DFND	1	0	53,229	0
BENCHMARK ELECTRS INC	COM	08160H101	1,566	62,762	SH		DFND	1	0	62,762	0
BERKLEY W R CORP	COM	084423102	2,262	39,160	SH		DFND	1	0	39,160	0
BERKSHIRE HATHAWAY INC DEL	CL B NEW	084670702	502	3,474	SH		DFND	1	0	3,474	0
BEST BUY INC	COM	086516101	2,803	73,425	SH		DFND	1	0	73,425	0
BIG LOTS INC	COM	089302103	2,081	43,576	SH		DFND	1	0	43,576	0
BIOTELEMETRY INC	COM	090672106	459	24,727	SH		DFND	1	0	24,727	0
BLACKROCK CORPOR HI YLD FD I	COM	09255P107	2,522	233,050	SH		DFND	1	0	233,050	0
BLACKROCK INTL GRWTH & INC T	COM BENE INTER	092524107	2,482	418,619	SH		DFND	1	0	418,619	0
BLACKROCK MULTI-SECTOR INC T	COM	09258A107	2,216	129,790	SH		DFND	1	0	129,790	0
BLACKSTONE GSO STRATEGIC CR	COM SHS BEN IN	09257R101	3,271	219,264	SH		DFND	1	0	219,264	0
BLUEBIRD BIO INC	COM	09609G100	1,120	16,517	SH		DFND	1	0	16,517	0
BMC STK HLDGS INC	COM	05591B109	823	46,441	SH		DFND	1	0	46,441	0
BOSTON SCIENTIFIC CORP	COM	101137107	478	20,070	SH		DFND	1	0	20,070	0
BRISTOL MYERS SQUIBB CO	COM	110122108	530	9,837	SH		DFND	1	0	9,837	0
BROCADE COMMUNICATIONS SYS I	COM NEW	111621306	2,337	253,242	SH		DFND	1	0	253,242	0
BROOKS AUTOMATION INC	COM	114340102	1,021	74,998	SH		DFND	1	0	74,998	0
BUNGE LIMITED	COM	G16962105	2,109	35,599	SH		DFND	1	0	35,599	0
CA INC	COM	12673P105	2,321	70,166	SH		DFND	1	0	70,166	0
CAL MAINE FOODS INC	COM NEW	128030202	2,130	55,268	SH		DFND	1	0	55,268	0
CALAMOS GBL DYN INCOME FUND	COM	12811L107	4,637	617,439	SH		DFND	1	0	617,439	0
CAMBREX CORP	COM	132011107	1,841	41,413	SH		DFND	1	0	41,413	0
CARDINAL HEALTH INC	COM	14149Y108	2,256	29,041	SH		DFND	1	0	29,041	0
CASEYS GEN STORES INC	COM	147528103	2,078	17,296	SH		DFND	1	0	17,296	0
CDK GLOBAL INC	COM	12508E101	464	8,085	SH		DFND	1	0	8,085	0
CELGENE CORP	COM	151020104	796	6,193	SH		DFND	1	0	6,193	0
CELLDEX THERAPEUTICS INC NEW	COM	15117B103	620	153,587	SH		DFND	1	0	153,587	0
CELLECTIS S A	SPONSORED ADS	15117K103	608	25,254	SH		DFND	1	0	25,254	0
CENTENE CORP DEL	COM	15135B101	2,095	31,292	SH		DFND	1	0	31,292	0
CENTURYLINK INC	COM	156700106	2,147	78,278	SH		DFND	1	0	78,278	0
CHEMED CORP NEW	COM	16359R103	2,160	15,308	SH		DFND	1	0	15,308	0
CHICOS FAS INC	COM	168615102	2,335	196,241	SH		DFND	1	0	196,241	0
CHILDRENS PL INC	COM	168905107	2,194	27,475	SH		DFND	1	0	27,475	0
CINCINNATI FINL CORP	COM	172062101	2,425	32,150	SH		DFND	1	0	32,150	0
CISCO SYS INC	COM	17275R102	2,501	78,847	SH		DFND	1	0	78,847	0
CLEARWATER PAPER CORP	COM	18538R103	1,922	29,718	SH		DFND	1	0	29,718	0
CLOUGH GLOBAL OPPORTUNITIES	SH BEN INT	18914E106	3,885	401,758	SH		DFND	1	0	401,758	0
CNO FINL GROUP INC	COM	12621E103	1,840	120,471	SH		DFND	1	0	120,471	0
COEUR MNG INC	COM NEW	192108504	412	34,849	SH		DFND	1	0	34,849	0
COGNEX CORP	COM	192422103	2,113	39,968	SH		DFND	1	0	39,968	0
COGNIZANT TECHNOLOGY SOLUTIO	CL A	192446102	396	8,306	SH		DFND	1	0	8,306	0
COHERENT INC	COM	192479103	2,702	24,441	SH		DFND	1	0	24,441	0
COLFAX CORP	COM	194014106	2,491	79,258	SH		DFND	1	0	79,258	0
COMCAST CORP NEW	CL A	20030N101	502	7,567	SH		DFND	1	0	7,567	0
COMFORT SYS USA INC	COM	199908104	399	13,616	SH		DFND	1	0	13,616	0
COMMERCIAL METALS CO	COM	201723103	2,265	139,881	SH		DFND	1	0	139,881	0
COMPUGEN LTD	ORD	M25722105	647	102,694	SH		DFND	1	0	102,694	0
CONSTELLATION BRANDS INC	CL A	21036P108	1,043	5,347	SH		DFND	1	0	5,347	0
CONVERGYS CORP	COM	212485106	2,612	85,874	SH		DFND	1	0	85,874	0
COOPER STD HLDGS INC	COM	21676P103	2,524	25,551	SH		DFND	1	0	25,551	0
COOPER TIRE & RUBR CO	COM	216831107	2,178	57,285	SH		DFND	1	0	57,285	0
CORNING INC	COM	219350105	2,623	110,927	SH		DFND	1	0	110,927	0
CREDICORP LTD	COM	G2519Y108	3,106	20,406	SH		DFND	1	0	20,406	0
CROWN CASTLE INTL CORP NEW	COM	22822V101	497	5,271	SH		DFND	1	0	5,271	0
CSG SYS INTL INC	COM	126349109	1,708	41,328	SH		DFND	1	0	41,328	0
CULLEN FROST BANKERS INC	COM	229899109	2,411	33,508	SH		DFND	1	0	33,508	0
CUMMINS INC	COM	231021106	2,592	20,227	SH		DFND	1	0	20,227	0
CVR ENERGY INC	COM	12662P108	2,256	163,862	SH		DFND	1	0	163,862	0
CYTOMX THERAPEUTICS INC	COM	23284F105	1,057	67,396	SH		DFND	1	0	67,396	0
DANAHER CORP DEL	COM	235851102	2,208	28,168	SH		DFND	1	0	28,168	0
DARLING INGREDIENTS INC	COM	237266101	2,474	183,149	SH		DFND	1	0	183,149	0
DAVITA INC	COM	23918K108	2,167	32,795	SH		DFND	1	0	32,795	0
DECKERS OUTDOOR CORP	COM	243537107	2,179	36,583	SH		DFND	1	0	36,583	0
DEERE & CO	COM	244199105	1,037	12,148	SH		DFND	1	0	12,148	0
DENBURY RES INC	COM NEW	247916208	1,765	546,380	SH		DFND	1	0	546,380	0
DENTSPLY SIRONA INC	COM	24906P109	459	7,725	SH		DFND	1	0	7,725	0
DIAMOND OFFSHORE DRILLING IN	COM	25271C102	1,802	102,346	SH		DFND	1	0	102,346	0
DIAMONDROCK HOSPITALITY CO	COM	252784301	2,087	229,341	SH		DFND	1	0	229,341	0
DICKS SPORTING GOODS INC	COM	253393102	2,602	45,869	SH		DFND	1	0	45,869	0
DIGITALGLOBE INC	COM NEW	25389M877	2,741	99,683	SH		DFND	1	0	99,683	0
DILLARDS INC	CL A	254067101	2,268	35,995	SH		DFND	1	0	35,995	0
DOMINION RES INC VA NEW	COM	25746U109	491	6,616	SH		DFND	1	0	6,616	0
DOUBLELINE INCOME SOLUTIONS	COM	258622109	5,112	266,929	SH		DFND	1	0	266,929	0
DSW INC	CL A	23334L102	934	45,620	SH		DFND	1	0	45,620	0
DYCOM INDS INC	COM	267475101	947	11,575	SH		DFND	1	0	11,575	0
EATON CORP PLC	SHS	G29183103	2,957	44,994	SH		DFND	1	0	44,994	0
EATON VANCE LTD DUR INCOME F	COM	27828H105	4,798	349,941	SH		DFND	1	0	349,941	0
EATON VANCE TAX MNGD GBL DV	COM	27829F108	4,408	507,777	SH		DFND	1	0	507,777	0
EATON VANCE TX MGD DIV EQ IN	COM	27828N102	1,388	129,627	SH		DFND	1	0	129,627	0
ECHOSTAR CORP	CL A	278768106	1,951	44,520	SH		DFND	1	0	44,520	0
EDISON INTL	COM	281020107	2,157	29,851	SH		DFND	1	0	29,851	0
EDWARDS LIFESCIENCES CORP	COM	28176E108	502	4,161	SH		DFND	1	0	4,161	0
ELBIT SYS LTD	ORD	M3760D101	1,006	10,524	SH		DFND	1	0	10,524	0
EMCOR GROUP INC	COM	29084Q100	2,673	44,842	SH		DFND	1	0	44,842	0
EMERGENT BIOSOLUTIONS INC	COM	29089Q105	872	27,644	SH		DFND	1	0	27,644	0
EP ENERGY CORP	CL A	268785102	2,427	554,209	SH		DFND	1	0	554,209	0
EPR PPTYS	COM SH BEN INT	26884U109	477	6,060	SH		DFND	1	0	6,060	0
EVEREST RE GROUP LTD	COM	G3223R108	485	2,551	SH		DFND	1	0	2,551	0
EXELON CORP	COM	30161N101	2,195	65,927	SH		DFND	1	0	65,927	0
EXONE CO	COM	302104104	553	36,335	SH		DFND	1	0	36,335	0
EXPEDIA INC DEL	COM NEW	30212P303	497	4,259	SH		DFND	1	0	4,259	0
EXPRESS INC	COM	30219E103	1,611	136,656	SH		DFND	1	0	136,656	0
EXPRESS SCRIPTS HLDG CO	COM	30219G108	2,163	30,663	SH		DFND	1	0	30,663	0
FACEBOOK INC	CL A	30303M102	613	3,589	SH		DFND	1	0	3,589	0
FARO TECHNOLOGIES INC	COM	311642102	2,116	58,873	SH		DFND	1	0	58,873	0
FEDERAL AGRIC MTG CORP	CL C	313148306	468	11,848	SH		DFND	1	0	11,848	0
FIAT CHRYSLER AUTOMOBILES N	SHS	N31738102	1,177	185,380	SH		DFND	1	0	185,380	0
FINISAR CORP	COM NEW	31787A507	3,662	122,874	SH		DFND	1	0	122,874	0
FIRST AMERN FINL CORP	COM	31847R102	2,151	54,752	SH		DFND	1	0	54,752	0
FIRST TR INTER DUR PFD & IN	COM	33718W103	2,020	86,551	SH		DFND	1	0	86,551	0
FIVE PRIME THERAPEUTICS INC	COM	33830X104	3,441	65,550	SH		DFND	1	0	65,550	0
FLEX LTD	ORD	Y2573F102	2,976	218,518	SH		DFND	1	0	218,518	0
FLIR SYS INC	COM	302445101	1,020	32,477	SH		DFND	1	0	32,477	0
FLUOR CORP NEW	COM	343412102	2,308	44,965	SH		DFND	1	0	44,965	0
FMC TECHNOLOGIES INC	COM	30249U101	3,554	119,792	SH		DFND	1	0	119,792	0
FOOT LOCKER INC	COM	344849104	2,410	35,588	SH		DFND	1	0	35,588	0
FORD MTR CO DEL	COM PAR $0.01	345370860	2,218	183,732	SH		DFND	1	0	183,732	0
FRANKLIN RES INC	COM	354613101	2,096	58,912	SH		DFND	1	0	58,912	0
FRESH DEL MONTE PRODUCE INC	ORD	G36738105	2,400	40,067	SH		DFND	1	0	40,067	0
GAMCO GLOBAL GOLD NAT RES &	COM SH BEN INT	36465A109	5,623	881,356	SH		DFND	1	0	881,356	0
GAMESTOP CORP NEW	CL A	36467W109	2,032	73,662	SH		DFND	1	0	73,662	0
GANNETT CO INC	COM	36473H104	1,670	143,505	SH		DFND	1	0	143,505	0
GENERAL DYNAMICS CORP	COM	369550108	492	3,174	SH		DFND	1	0	3,174	0
GENESCO INC	COM	371532102	1,862	34,188	SH		DFND	1	0	34,188	0
GENUINE PARTS CO	COM	372460105	2,418	24,076	SH		DFND	1	0	24,076	0
GILEAD SCIENCES INC	COM	375558103	2,193	27,720	SH		DFND	1	0	27,720	0
GRAHAM HLDGS CO	COM	384637104	2,182	4,533	SH		DFND	1	0	4,533	0
GREAT WESTN BANCORP INC	COM	391416104	2,250	67,542	SH		DFND	1	0	67,542	0
GREEN DOT CORP	CL A	39304D102	1,670	72,408	SH		DFND	1	0	72,408	0
GUESS INC	COM	401617105	1,797	123,031	SH		DFND	1	0	123,031	0
HALYARD HEALTH INC	COM	40650V100	2,337	67,440	SH		DFND	1	0	67,440	0
HANOVER INS GROUP INC	COM	410867105	2,087	27,667	SH		DFND	1	0	27,667	0
HARTFORD FINL SVCS GROUP INC	COM	416515104	2,256	52,679	SH		DFND	1	0	52,679	0
HAWAIIAN HOLDINGS INC	COM	419879101	2,553	52,536	SH		DFND	1	0	52,536	0
HCA HOLDINGS INC	COM	40412C101	2,251	29,764	SH		DFND	1	0	29,764	0
HELIX ENERGY SOLUTIONS GRP I	COM	42330P107	1,021	125,630	SH		DFND	1	0	125,630	0
HELMERICH & PAYNE INC	COM	423452101	2,399	35,642	SH		DFND	1	0	35,642	0
HEWLETT PACKARD ENTERPRISE C	COM	42824C109	2,740	120,423	SH		DFND	1	0	120,423	0
HOLLYFRONTIER CORP	COM	436106108	1,462	59,689	SH		DFND	1	0	59,689	0
HOLLYSYS AUTOMATION TECHNOLO	SHS	G45667105	2,052	92,574	SH		DFND	1	0	92,574	0
HORIZON PHARMA PLC	SHS	G4617B105	441	24,351	SH		DFND	1	0	24,351	0
HOST HOTELS & RESORTS INC	COM	44107P104	2,132	136,927	SH		DFND	1	0	136,927	0
HP INC	COM	40434L105	2,644	170,258	SH		DFND	1	0	170,258	0
HUMANA INC	COM	444859102	479	2,708	SH		DFND	1	0	2,708	0
HUNTINGTON INGALLS INDS INC	COM	446413106	2,177	14,193	SH		DFND	1	0	14,193	0
HUNTSMAN CORP	COM	447011107	2,339	143,753	SH		DFND	1	0	143,753	0
ICON PLC	SHS	G4705A100	843	10,898	SH		DFND	1	0	10,898	0
IES HLDGS INC	COM	44951W106	467	26,253	SH		DFND	1	0	26,253	0
IMMERSION CORP	COM	452521107	1,035	126,783	SH		DFND	1	0	126,783	0
INCYTE CORP	COM	45337C102	1,432	13,467	SH		DFND	1	0	13,467	0
INGRAM MICRO INC	CL A	457153104	2,327	65,265	SH		DFND	1	0	65,265	0
INGREDION INC	COM	457187102	2,391	17,968	SH		DFND	1	0	17,968	0
INNOSPEC INC	COM	45768S105	1,871	30,772	SH		DFND	1	0	30,772	0
INOVIO PHARMACEUTICALS INC	COM NEW	45773H201	591	63,383	SH		DFND	1	0	63,383	0
INTEL CORP	COM	458140100	2,648	70,150	SH		DFND	1	0	70,150	0
INTUITIVE SURGICAL INC	COM NEW	46120E602	2,662	3,673	SH		DFND	1	0	3,673	0
INVESCO DYNAMIC CR OPP FD	COM	46132R104	1,283	109,103	SH		DFND	1	0	109,103	0
IPG PHOTONICS CORP	COM	44980X109	1,023	12,417	SH		DFND	1	0	12,417	0
IROBOT CORP	COM	462726100	2,113	48,050	SH		DFND	1	0	48,050	0
ITC HLDGS CORP	COM	465685105	487	10,470	SH		DFND	1	0	10,470	0
JABIL CIRCUIT INC	COM	466313103	2,443	111,972	SH		DFND	1	0	111,972	0
JACOBS ENGR GROUP INC DEL	COM	469814107	2,214	42,817	SH		DFND	1	0	42,817	0
JOHN BEAN TECHNOLOGIES CORP	COM	477839104	1,041	14,750	SH		DFND	1	0	14,750	0
JOHNSON & JOHNSON	COM	478160104	3,572	30,238	SH		DFND	1	0	30,238	0
JOY GLOBAL INC	COM	481165108	2,247	81,001	SH		DFND	1	0	81,001	0
JUNIPER NETWORKS INC	COM	48203R104	1,955	81,239	SH		DFND	1	0	81,239	0
JUNO THERAPEUTICS INC	COM	48205A109	473	15,776	SH		DFND	1	0	15,776	0
KCG HLDGS INC	CL A	48244B100	1,903	122,513	SH		DFND	1	0	122,513	0
KENNAMETAL INC	COM	489170100	2,760	95,097	SH		DFND	1	0	95,097	0
KINDRED HEALTHCARE INC	COM	494580103	1,982	193,940	SH		DFND	1	0	193,940	0
KIRBY CORP	COM	497266106	2,308	37,128	SH		DFND	1	0	37,128	0
KITE PHARMA INC	COM	49803L109	721	12,904	SH		DFND	1	0	12,904	0
KOHLS CORP	COM	500255104	2,634	60,201	SH		DFND	1	0	60,201	0
KROGER CO	COM	501044101	1,257	42,351	SH		DFND	1	0	42,351	0
LA Z BOY INC	COM	505336107	1,891	77,015	SH		DFND	1	0	77,015	0
LAM RESEARCH CORP	COM	512807108	2,451	25,875	SH		DFND	1	0	25,875	0
LEAR CORP	COM NEW	521865204	2,511	20,715	SH		DFND	1	0	20,715	0
LEGG MASON INC	COM	524901105	1,982	59,205	SH		DFND	1	0	59,205	0
LILLY ELI & CO	COM	532457108	501	6,240	SH		DFND	1	0	6,240	0
LINCOLN ELEC HLDGS INC	COM	533900106	1,025	16,368	SH		DFND	1	0	16,368	0
LINCOLN NATL CORP IND	COM	534187109	2,581	54,936	SH		DFND	1	0	54,936	0
LION BIOTECHNOLOGIES INC	COM	53619R102	719	87,396	SH		DFND	1	0	87,396	0
LOEWS CORP	COM	540424108	2,386	57,985	SH		DFND	1	0	57,985	0
MACROGENICS INC	COM	556099109	795	26,583	SH		DFND	1	0	26,583	0
MAGELLAN HEALTH INC	COM NEW	559079207	1,864	34,698	SH		DFND	1	0	34,698	0
MAGNA INTL INC	COM	559222401	3,113	72,552	SH		DFND	1	0	72,552	0
MANULIFE FINL CORP	COM	56501R106	2,876	203,996	SH		DFND	1	0	203,996	0
MCKESSON CORP	COM	58155Q103	2,488	14,922	SH		DFND	1	0	14,922	0
MDU RES GROUP INC	COM	552690109	2,205	86,660	SH		DFND	1	0	86,660	0
MENTOR GRAPHICS CORP	COM	587200106	2,784	105,302	SH		DFND	1	0	105,302	0
MERCK & CO INC	COM	58933Y105	865	13,855	SH		DFND	1	0	13,855	0
METHODE ELECTRS INC	COM	591520200	2,305	65,902	SH		DFND	1	0	65,902	0
METLIFE INC	COM	59156R108	2,462	55,420	SH		DFND	1	0	55,420	0
MICROCHIP TECHNOLOGY INC	COM	595017104	1,034	16,634	SH		DFND	1	0	16,634	0
MICRON TECHNOLOGY INC	COM	595112103	3,182	178,966	SH		DFND	1	0	178,966	0
MICROSOFT CORP	COM	594918104	1,597	27,734	SH		DFND	1	0	27,734	0
MKS INSTRUMENT INC	COM	55306N104	2,446	49,187	SH		DFND	1	0	49,187	0
MOBILE TELESYSTEMS PJSC	SPONSORED ADR	607409109	2,406	315,280	SH		DFND	1	0	315,280	0
MOBILEYE N V AMSTELVEEN	ORD SHS	N51488117	1,019	23,937	SH		DFND	1	0	23,937	0
MOLINA HEALTHCARE INC	COM	60855R100	2,179	37,357	SH		DFND	1	0	37,357	0
MORGAN STANLEY EM MKTS DM DE	COM	617477104	5,185	645,742	SH		DFND	1	0	645,742	0
MOSAIC CO NEW	COM	61945C103	312	12,769	SH		DFND	1	0	12,769	0
MRC GLOBAL INC	COM	55345K103	2,839	172,788	SH		DFND	1	0	172,788	0
MURPHY OIL CORP	COM	626717102	2,385	78,469	SH		DFND	1	0	78,469	0
MURPHY USA INC	COM	626755102	2,137	29,946	SH		DFND	1	0	29,946	0
NANTKWEST INC	COM	63016Q102	792	101,847	SH		DFND	1	0	101,847	0
NATIONAL INSTRS CORP	COM	636518102	1,023	36,026	SH		DFND	1	0	36,026	0
NATIONAL OILWELL VARCO INC	COM	637071101	2,666	72,560	SH		DFND	1	0	72,560	0
NETAPP INC	COM	64110D104	3,251	90,769	SH		DFND	1	0	90,769	0
NETEASE INC	SPONSORED ADR	64110W102	525	2,180	SH		DFND	1	0	2,180	0
NETGEAR INC	COM	64111Q104	2,796	46,222	SH		DFND	1	0	46,222	0
NEWELL BRANDS INC	COM	651229106	474	8,995	SH		DFND	1	0	8,995	0
NEWLINK GENETICS CORP	COM	651511107	953	63,479	SH		DFND	1	0	63,479	0
NORDSON CORP	COM	655663102	1,019	10,225	SH		DFND	1	0	10,225	0
NORTHROP GRUMMAN CORP	COM	666807102	1,028	4,807	SH		DFND	1	0	4,807	0
NOVARTIS A G	SPONSORED ADR	66987V109	696	8,809	SH		DFND	1	0	8,809	0
NOW INC	COM	67011P100	2,585	120,604	SH		DFND	1	0	120,604	0
NRG ENERGY INC	COM NEW	629377508	1,873	167,088	SH		DFND	1	0	167,088	0
NU SKIN ENTERPRISES INC	CL A	67018T105	2,903	44,806	SH		DFND	1	0	44,806	0
NUANCE COMMUNICATIONS INC	COM	67020Y100	1,022	70,487	SH		DFND	1	0	70,487	0
NUCOR CORP	COM	670346105	2,262	45,737	SH		DFND	1	0	45,737	0
NUVEEN PFD INCOME OPPRTNY FD	COM	67073B106	1,021	101,914	SH		DFND	1	0	101,914	0
NVIDIA CORP	COM	67066G104	1,065	15,537	SH		DFND	1	0	15,537	0
NVR INC	COM	62944T105	471	287	SH		DFND	1	0	287	0
NXSTAGE MEDICAL INC	COM	67072V103	511	20,435	SH		DFND	1	0	20,435	0
OCEANEERING INTL INC	COM	675232102	2,102	76,422	SH		DFND	1	0	76,422	0
OIL STS INTL INC	COM	678026105	2,354	74,576	SH		DFND	1	0	74,576	0
OLD REP INTL CORP	COM	680223104	2,042	115,893	SH		DFND	1	0	115,893	0
ON SEMICONDUCTOR CORP	COM	682189105	2,953	239,689	SH		DFND	1	0	239,689	0
OWENS & MINOR INC NEW	COM	690732102	2,218	63,877	SH		DFND	1	0	63,877	0
OWENS CORNING NEW	COM	690742101	2,249	42,130	SH		DFND	1	0	42,130	0
PAMPA ENERGIA S A	SPONS ADR LVL I	697660207	600	18,508	SH		DFND	1	0	18,508	0
PATTERSON UTI ENERGY INC	COM	703481101	2,536	113,362	SH		DFND	1	0	113,362	0
PFIZER INC	COM	717081103	1,732	51,151	SH		DFND	1	0	51,151	0
PHILIP MORRIS INTL INC	COM	718172109	497	5,115	SH		DFND	1	0	5,115	0
PILGRIMS PRIDE CORP NEW	COM	72147K108	2,037	96,426	SH		DFND	1	0	96,426	0
PIMCO CORPORATE & INCOME OPP	COM	72201B101	4,102	280,741	SH		DFND	1	0	280,741	0
PIMCO DYNMIC CREDIT AND MRT	COM SHS	72202D106	4,964	243,445	SH		DFND	1	0	243,445	0
PIONEER NAT RES CO	COM	723787107	496	2,674	SH		DFND	1	0	2,674	0
PLEXUS CORP	COM	729132100	1,712	36,599	SH		DFND	1	0	36,599	0
PORTLAND GEN ELEC CO	COM NEW	736508847	2,192	51,471	SH		DFND	1	0	51,471	0
POST HLDGS INC	COM	737446104	2,035	26,374	SH		DFND	1	0	26,374	0
PRINCIPAL FINL GROUP INC	COM	74251V102	2,761	53,605	SH		DFND	1	0	53,605	0
PROCTER AND GAMBLE CO	COM	742718109	528	5,884	SH		DFND	1	0	5,884	0
PROGRESSIVE CORP OHIO	COM	743315103	2,273	72,157	SH		DFND	1	0	72,157	0
PROSHARES TR II	VIX SHORT TERM F	74347W262	614	21,684	SH		DFND	1	0	21,684	0
PROSHARES TR II	SHT VIX ST TRM	74347W627	355	4,848	SH		DFND	1	0	4,848	0
PRUDENTIAL FINL INC	COM	744320102	2,589	31,711	SH		DFND	1	0	31,711	0
PRUDENTIAL GLB SHT DUR HG YL	COM	74433A109	4,688	310,275	SH		DFND	1	0	310,275	0
PRUDENTIAL SHT DURATION HG Y	COM	74442F107	3,430	214,486	SH		DFND	1	0	214,486	0
PVH CORP	COM	693656100	2,534	22,934	SH		DFND	1	0	22,934	0
QEP RES INC	COM	74733V100	2,580	132,113	SH		DFND	1	0	132,113	0
QIAGEN NV	REG SHS	N72482107	1,031	37,572	SH		DFND	1	0	37,572	0
QUANTA SVCS INC	COM	74762E102	2,515	89,861	SH		DFND	1	0	89,861	0
QUEST DIAGNOSTICS INC	COM	74834L100	2,301	27,187	SH		DFND	1	0	27,187	0
RACKSPACE HOSTING INC	COM	750086100	3,127	98,671	SH		DFND	1	0	98,671	0
RAVEN INDS INC	COM	754212108	646	28,052	SH		DFND	1	0	28,052	0
REGIONS FINL CORP NEW	COM	7591EP100	104	10,493	SH		DFND	1	0	10,493	0
REINSURANCE GROUP AMER INC	COM NEW	759351604	2,572	23,832	SH		DFND	1	0	23,832	0
RELIANCE STEEL & ALUMINUM CO	COM	759509102	2,155	29,915	SH		DFND	1	0	29,915	0
RLJ LODGING TR	COM	74965L101	2,042	97,077	SH		DFND	1	0	97,077	0
ROCKWELL AUTOMATION INC	COM	773903109	2,121	17,338	SH		DFND	1	0	17,338	0
ROGERS CORP	COM	775133101	1,856	30,384	SH		DFND	1	0	30,384	0
ROSS STORES INC	COM	778296103	489	7,607	SH		DFND	1	0	7,607	0
ROWAN COMPANIES PLC	SHS CL A	G7665A101	2,184	144,051	SH		DFND	1	0	144,051	0
ROYCE VALUE TR INC	COM	780910105	4,884	385,795	SH		DFND	1	0	385,795	0
RYDER SYS INC	COM	783549108	2,231	33,825	SH		DFND	1	0	33,825	0
RYERSON HLDG CORP	COM	783754104	439	38,917	SH		DFND	1	0	38,917	0
SANDERSON FARMS INC	COM	800013104	2,498	25,934	SH		DFND	1	0	25,934	0
SANMINA CORPORATION	COM	801056102	2,386	83,808	SH		DFND	1	0	83,808	0
SCHWAB STRATEGIC TR	EMRG MKTEQ ETF	808524706	2,192	95,065	SH		DFND	1	0	95,065	0
SEALED AIR CORP NEW	COM	81211K100	473	10,315	SH		DFND	1	0	10,315	0
SELECTIVE INS GROUP INC	COM	816300107	1,967	49,353	SH		DFND	1	0	49,353	0
SHOPIFY INC	CL A	82509L107	489	11,387	SH		DFND	1	0	11,387	0
SIMON PPTY GROUP INC NEW	COM	828806109	1,857	8,971	SH		DFND	1	0	8,971	0
SKYWEST INC	COM	830879102	2,134	80,802	SH		DFND	1	0	80,802	0
SMITH & WESSON HLDG CORP	COM	831756101	2,133	80,234	SH		DFND	1	0	80,234	0
SNYDERS-LANCE INC	COM	833551104	446	13,283	SH		DFND	1	0	13,283	0
SOUTHWEST GAS CORP	COM	844895102	2,171	31,082	SH		DFND	1	0	31,082	0
SPARTANNASH CO	COM	847215100	1,186	40,993	SH		DFND	1	0	40,993	0
SPDR S&P 500 ETF TR	TR UNIT	78462F103	12,176	56,291	SH		DFND	1	0	56,291	0
SPRINT CORP	COM SER 1	85207U105	3,393	511,699	SH		DFND	1	0	511,699	0
SPX FLOW INC	COM	78469X107	2,411	77,984	SH		DFND	1	0	77,984	0
ST JUDE MED INC	COM	790849103	500	6,268	SH		DFND	1	0	6,268	0
STAPLES INC	COM	855030102	1,966	229,921	SH		DFND	1	0	229,921	0
STEEL DYNAMICS INC	COM	858119100	2,188	87,551	SH		DFND	1	0	87,551	0
STRATASYS LTD	SHS	M85548101	1,019	42,291	SH		DFND	1	0	42,291	0
SUN LIFE FINL INC	COM	866796105	2,790	85,802	SH		DFND	1	0	85,802	0
SWIFT TRANSN CO	CL A	87074U101	2,919	135,966	SH		DFND	1	0	135,966	0
SYKES ENTERPRISES INC	COM	871237103	1,121	39,838	SH		DFND	1	0	39,838	0
SYMANTEC CORP	COM	871503108	2,669	106,321	SH		DFND	1	0	106,321	0
SYNNEX CORP	COM	87162W100	2,624	22,997	SH		DFND	1	0	22,997	0
SYSCO CORP	COM	871829107	2,271	46,347	SH		DFND	1	0	46,347	0
T MOBILE US INC	COM	872590104	2,491	53,310	SH		DFND	1	0	53,310	0
TARGA RES CORP	COM	87612G101	2,860	58,237	SH		DFND	1	0	58,237	0
TATA MTRS LTD	SPONSORED ADR	876568502	3,017	75,453	SH		DFND	1	0	75,453	0
TECH DATA CORP	COM	878237106	2,488	29,375	SH		DFND	1	0	29,375	0
TELEDYNE TECHNOLOGIES INC	COM	879360105	1,015	9,401	SH		DFND	1	0	9,401	0
TELEPHONE & DATA SYS INC	COM NEW	879433829	2,000	73,591	SH		DFND	1	0	73,591	0
TENNECO INC	COM	880349105	2,474	42,458	SH		DFND	1	0	42,458	0
TERADYNE INC	COM	880770102	3,264	151,257	SH		DFND	1	0	151,257	0
TESARO INC	COM	881569107	552	5,506	SH		DFND	1	0	5,506	0
TESORO CORP	COM	881609101	2,479	31,163	SH		DFND	1	0	31,163	0
TEXAS INSTRS INC	COM	882508104	2,483	35,377	SH		DFND	1	0	35,377	0
THOR INDS INC	COM	885160101	2,610	30,819	SH		DFND	1	0	30,819	0
TORCHMARK CORP	COM	891027104	2,355	36,855	SH		DFND	1	0	36,855	0
TRANSDIGM GROUP INC	COM	893641100	557	1,400	SH		DFND	1	0	1,400	0
TRANSOCEAN LTD	REG SHS	H8817H100	2,642	247,818	SH		DFND	1	0	247,818	0
TRAVELERS COMPANIES INC	COM	89417E109	2,248	19,624	SH		DFND	1	0	19,624	0
TRIMBLE NAVIGATION LTD	COM	896239100	1,028	36,006	SH		DFND	1	0	36,006	0
TRINITY INDS INC	COM	896522109	2,633	108,877	SH		DFND	1	0	108,877	0
TRINSEO S A	SHS	L9340P101	2,519	44,535	SH		DFND	1	0	44,535	0
TYLER TECHNOLOGIES INC	COM	902252105	488	2,848	SH		DFND	1	0	2,848	0
TYSON FOODS INC	CL A	902494103	2,502	33,503	SH		DFND	1	0	33,503	0
UGI CORP NEW	COM	902681105	2,347	51,889	SH		DFND	1	0	51,889	0
UNION PAC CORP	COM	907818108	512	5,249	SH		DFND	1	0	5,249	0
UNITED NAT FOODS INC	COM	911163103	1,897	47,371	SH		DFND	1	0	47,371	0
UNITEDHEALTH GROUP INC	COM	91324P102	2,258	16,128	SH		DFND	1	0	16,128	0
UNIVERSAL CORP VA	COM	913456109	2,238	38,433	SH		DFND	1	0	38,433	0
UNIVERSAL FST PRODS INC	COM	913543104	2,261	22,953	SH		DFND	1	0	22,953	0
UNUM GROUP	COM	91529Y106	2,604	73,751	SH		DFND	1	0	73,751	0
URBAN OUTFITTERS INC	COM	917047102	2,689	77,908	SH		DFND	1	0	77,908	0
VALERO ENERGY CORP NEW	COM	91913Y100	2,522	47,590	SH		DFND	1	0	47,590	0
VARIAN MED SYS INC	COM	92220P105	1,025	10,300	SH		DFND	1	0	10,300	0
VERIZON COMMUNICATIONS INC	COM	92343V104	2,286	43,981	SH		DFND	1	0	43,981	0
VIACOM INC NEW	CL B	92553P201	437	11,480	SH		DFND	1	0	11,480	0
VISA INC	COM CL A	92826C839	581	5,166	SH		DFND	1	0	5,166	0
VISHAY INTERTECHNOLOGY INC	COM	928298108	2,493	176,937	SH		DFND	1	0	176,937	0
VOYA GLBL EQTY DIV & PREM OP	COM	92912T100	4,632	638,070	SH		DFND	1	0	638,070	0
WALGREENS BOOTS ALLIANCE INC	COM	931427108	562	6,966	SH		DFND	1	0	6,966	0
WAL-MART STORES INC	COM	931142103	2,360	32,725	SH		DFND	1	0	32,725	0
WAVE LIFE SCIENCES LTD	SHS	Y95308105	628	19,342	SH		DFND	1	0	19,342	0
WELLCARE HEALTH PLANS INC	COM	94946T106	2,488	21,245	SH		DFND	1	0	21,245	0
WELLS FARGO INCOME OPPORTUNI	WF INC OPPTY FD	94987B105	3,800	454,515	SH		DFND	1	0	454,515	0
WELLS FARGO MULTI SECTOR INC	WF MLT SECTR INC	94987D101	3,048	234,972	SH		DFND	1	0	234,972	0
WERNER ENTERPRISES INC	COM	950755108	2,205	94,743	SH		DFND	1	0	94,743	0
WESCO INTL INC	COM	95082P105	2,637	42,888	SH		DFND	1	0	42,888	0
WESTERN ASSET EMRG MKT DEBT	COM	95766A101	5,195	319,482	SH		DFND	1	0	319,482	0
WESTERN ASSET HIGH INCM FD I	COM	95766J102	4,029	561,105	SH		DFND	1	0	561,105	0
WESTERN DIGITAL CORP	COM	958102105	2,722	46,559	SH		DFND	1	0	46,559	0
WESTERN UN CO	COM	959802109	558	26,811	SH		DFND	1	0	26,811	0
WHOLE FOODS MKT INC	COM	966837106	2,054	72,443	SH		DFND	1	0	72,443	0
WOLVERINE WORLD WIDE INC	COM	978097103	1,765	76,625	SH		DFND	1	0	76,625	0
XENCOR INC	COM	98401F105	1,173	47,916	SH		DFND	1	0	47,916	0
XEROX CORP	COM	984121103	103	10,159	SH		DFND	1	0	10,159	0
YAHOO INC	COM	984332106	989	22,944	SH		DFND	1	0	22,944	0
ZAYO GROUP HLDGS INC	COM	98919V105	498	16,771	SH		DFND	1	0	16,771	0
ZEBRA TECHNOLOGIES CORP	CL A	989207105	1,024	14,712	SH		DFND	1	0	14,712	0
ZIMMER BIOMET HLDGS INC	COM	98956P102	479	3,687	SH		DFND	1	0	3,687	0
ZIONS BANCORPORATION	COM	989701107	2,143	69,094	SH		DFND	1	0	69,094	0
ZIOPHARM ONCOLOGY INC	COM	98973P101	612	108,720	SH		DFND	1	0	108,720	0