Ramsey Quantitative Systems 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
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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
AARONS INC	COM PAR $0.50	002535300	337	8,656	SH		SOLE		8,656	0	0
ATLANTICA YIELD PLC	SHS	G0751N103	319	14,927	SH		SOLE		14,927	0	0
AMERICAN CAMPUS COMMUNITIES INC	COM	024835100	304	6,420	SH		SOLE		6,420	0	0
ACI WORLDWIDE INC	COM	004498101	324	14,475	SH		SOLE		14,475	0	0
ADECOAGRO SA	COM	L00849106	266	26,664	SH		SOLE		26,664	0	0
APPLIED INDUSTRIAL TECHNOLOGIES INC	COM	03820C105	292	4,940	SH		SOLE		4,940	0	0
ALLISON TRANSMISSION HOLDING	COM	01973R101	318	8,474	SH		SOLE		8,474	0	0
AUTONATION INC	COM	05329W102	312	7,407	SH		SOLE		7,407	0	0
ARROW ELECTRONICS INC	COM	042735100	326	4,162	SH		SOLE		4,162	0	0
ASSOCIATED BANC-CORP	COM	045487105	315	12,493	SH		SOLE		12,493	0	0
ANIXTER INTERNATIONAL INC	COM	035290105	301	3,853	SH		SOLE		3,853	0	0
ASPEN TECHNOLOGY INC	COM	045327103	280	5,059	SH		SOLE		5,059	0	0
BARNES GROUP INC	COM	067806109	348	5,952	SH		SOLE		5,952	0	0
BOOZ ALLEN HAMILTON HOLDINGS	CL A	099502106	281	8,634	SH		SOLE		8,634	0	0
BGC PARTNERS INC-CL A	CL A	05541T101	340	26,898	SH		SOLE		26,898	0	0
BRIGGS & STRATTON	COM	109043109	300	12,448	SH		SOLE		12,448	0	0
B & G FOODS INC NEW	COM	05508R106	264	7,407	SH		SOLE		7,407	0	0
BIG LOTS INC	COM	045327103	298	6,161	SH		SOLE		6,161	0	0
BANKUNITED INC	COM	06652K103	573	17,004	SH		SOLE		17,004	0	0
POPULAR INC	COM NEW	733174700	313	7,502	SH		SOLE		7,502	0	0
BRADY CORPORATION	CL A	104674106	268	7,906	SH		SOLE		7,906	0	0
BROOKLINE BANCOPR INC	COM	11373M107	312	21,380	SH		SOLE		21,380	0	0
BRUKER CORPORATION	COM	116794108	378	13,098	SH		SOLE		13,098	0	0
BROADSOFT INC	COM	11133B409	349	8,101	SH		SOLE		8,101	0	0
BWX TECHNOLOGIES INC	COM	05605H100	621	12,745	SH		SOLE		12,745	0	0
CACI INTERNATIONAL INC	CL A	127190304	326	2,605	SH		SOLE		2,605	0	0
CHEESECAKE FACTORY INC/THE	COM	163072101	244	4,848	SH		SOLE		4,848	0	0
CONTINENTAL BUILDING PRODUCTS INC	COM	211171103	291	12,472	SH		SOLE		12,472	0	0
COMMUNITY BANK SYSTEM INC	COM	302607106	310	5,560	SH		SOLE		5,560	0	0
CABOT MICROELECTRONICS CORPORATION	COM	12709P103	295	3,989	SH		SOLE		3,989	0	0
CHEMICAL FINANCIAL CORPORATION	COM	163731102	317	6,556	SH		SOLE		6,556	0	0
CORELOGIC	COM	21871D103	316	7,278	SH		SOLE		7,278	0	0
COLONY NORTHSTAR INC	CL A COM	19625W104	333	23,669	SH		SOLE		23,669	0	0
CNO FINANCIAL GROUP INC	COM	12621E103	619	29,669	SH		SOLE		29,669	0	0
CALPINE CORPORATION	COM NEW	131347304	413	30,498	SH		SOLE		30,498	0	0
COOPER STD HLDGS INC	COM	21676P103	278	2,754	SH		SOLE		2,754	0	0
CRANE CO	COM	224399105	324	4,083	SH		SOLE		4,083	0	0
CARTER'S INC	COM	146229109	301	3,380	SH		SOLE		3,380	0	0
CENTERSTATE BANKS INC	COM	15201P109	293	11,798	SH		SOLE		11,798	0	0
COOPER TIRE & RUBBER COMPANY	COM	216831107	293	8,122	SH		SOLE		8,122	0	0
CATALENT INC	COM	148806102	373	10,624	SH		SOLE		10,624	0	0
CARETRUST REIT INC	COM	14174T107	337	18,166	SH		SOLE		18,166	0	0
CUBESMART	COM	222795106	295	12,276	SH		SOLE		12,276	0	0
CURTISS WRIGHT CORP	COM	231561101	307	3,348	SH		SOLE		3,348	0	0
COLUMBIA PROPERTY TRUST INC	COM NEW	198287203	307	13,733	SH		SOLE		13,733	0	0
DARLING INGREDIENTS INC	COM	237266101	655	41,606	SH		SOLE		41,606	0	0
DDR CORP	COM	23317H102	221	24,386	SH		SOLE		24,386	0	0
DEAN FOODS COMPANY	COM NEW	233153204	268	15,759	SH		SOLE		15,759	0	0
DUN & BRADSTREET CORP DEL NE	COM	26483E100	306	2,830	SH		SOLE		2,830	0	0
DST SYS INC DEL	COM	233326107	308	4,988	SH		SOLE		4,988	0	0
EDUCATION REALTY TRUST INC	COM NEW	28140H203	311	8,024	SH		SOLE		8,024	0	0
CALLAWAY GOLF COMPANY	COM	131193104	353	27,602	SH		SOLE		27,602	0	0
ISHARES USD EMRG MKTS BOND	JP MOR EM MK ETF	464288281	10,639	93,032	SH		SOLE		93,032	0	0
EMCOR GROUP INC	COM	29084Q100	317	4,854	SH		SOLE		4,854	0	0
ENERSYS	COM	29275Y102	280	3,871	SH		SOLE		3,871	0	0
ENSIGN GROUP INC	COM	29358P101	377	17,331	SH		SOLE		17,331	0	0
ENTEGRIS INC	COM	29362U104	562	25,601	SH		SOLE		25,601	0	0
EPAM SYSTEMS INC	COM	29414B104	340	4,040	SH		SOLE		4,040	0	0
EDGEWELL PERSONAL CARE COMPANY	COM	28035Q102	331	4,351	SH		SOLE		4,351	0	0
ESSENT GROUP LTD	COM	G3198U102	314	8,448	SH		SOLE		8,448	0	0
EVERCORE PARTNERS INC-CL A	CLASS A	29977A105	297	4,218	SH		SOLE		4,218	0	0
EAST WEST BANCORP INC	COM	27579R104	347	5,920	SH		SOLE		5,920	0	0
EXLSERVICE HOLDINGS INC	COM	302081104	359	6,452	SH		SOLE		6,452	0	0
EAGLE MATERIALS INC	COM	318522307	300	3,241	SH		SOLE		3,241	0	0
FIRST AMERICAN FINANCIAL	CL A	635017106	320	7,166	SH		SOLE		7,166	0	0
FCB FINANCIAL HOLDINGS INC	CL A	30255G103	294	6,166	SH		SOLE		6,166	0	0
FIRST FINL BANCORP OH	COM	320209109	308	11,131	SH		SOLE		11,131	0	0
FEDERATED INVESTORS	CL B	314211103	328	11,599	SH		SOLE		11,599	0	0
FIVE BELOW	COM	32054K103	313	6,333	SH		SOLE		6,333	0	0
FLIR SYSTEMS INC	COM	393657101	292	8,422	SH		SOLE		8,422	0	0
FLOWERS FOODS INC	COM NON VTG	371901109	275	15,863	SH		SOLE		15,863	0	0
FIRST MIDWEST BANCORP INC	COM	320867104	620	26,601	SH		SOLE		26,601	0	0
FNB CORP	COM	391164100	309	21,846	SH		SOLE		21,846	0	0
FIRST INDUSTRIAL REALTY TR	COM	405217100	316	11,055	SH		SOLE		11,055	0	0
FS INVT CORP	COM	302635107	293	32,070	SH		SOLE		32,070	0	0
H.B. FULLER CO.	COM	359694106	301	5,888	SH		SOLE		5,888	0	0
FULTON FINANCIAL CORP	COM	360271100	320	16,861	SH		SOLE		16,861	0	0
GRAPHIC PACKAGING HOLDING COMPANY	COM	388689101	327	23,743	SH		SOLE		23,743	0	0
GRAMERCY PROPERTY TRUST INC	COM NEW	385002308	333	11,194	SH		SOLE		11,194	0	0
HAWAIIAN HOLDINGS INC	COM	419879101	269	5,729	SH		SOLE		5,729	0	0
HANCOCK HOLDING CO	COM	410120109	326	6,661	SH		SOLE		6,661	0	0
HELEN OF TROY LIMITED	COM	G4388N106	305	3,243	SH		SOLE		3,243	0	0
HOME BANCSHARES INC	COM	458118106	304	12,223	SH		SOLE		12,223	0	0
HOPE BANCORP INC	COM	45167R104	297	15,939	SH		SOLE		15,939	0	0
HUDSON PACIFIC PROPERTIES INC	COM	444097109	310	9,054	SH		SOLE		9,054	0	0
HRG GROUP INC	COM	40434J100	280	15,816	SH		SOLE		15,816	0	0
HUB GROUP INC	CL A	443320106	253	6,585	SH		SOLE		6,585	0	0
ISHARES IBOXX HIGH YIELD CORPORATE BOND	IBOXX HI YD ETF	460690100	10,208	115,487	SH		SOLE		115,487	0	0
IBERIABANK CORPORATION	COM	44980X109	634	7,782	SH		SOLE		7,782	0	0
INTERNATIONAL BANCSHARES CORPORATION	COM	459044103	303	8,632	SH		SOLE		8,632	0	0
II VI INC	COM	902104108	322	9,384	SH		SOLE		9,384	0	0
WORLD FUEL SERVICES CORPORATION	COM	981475106	325	8,446	SH		SOLE		8,446	0	0
INTERXION HOLDING NV	SHS	466313103	695	15,191	SH		SOLE		15,191	0	0
INNOSPEC INC	COM	45768S105	309	4,719	SH		SOLE		4,719	0	0
INVESTORS BANCORP, INC	COM	G54050102	300	22,461	SH		SOLE		22,461	0	0
ITRON INC	COM	465741106	341	5,034	SH		SOLE		5,034	0	0
ITT INC	COM	45073V108	299	7,449	SH		SOLE		7,449	0	0
KB HOME	COM	48666K109	362	15,101	SH		SOLE		15,101	0	0
KEYSIGHT TECHNOLOGIES INC	COM	49338L103	329	8,454	SH		SOLE		8,454	0	0
KULICKE & SOFFA INDS INC	COM	501242101	551	28,975	SH		SOLE		28,975	0	0
KNOLL INC	COM NEW	498904200	257	12,833	SH		SOLE		12,833	0	0
KNIGHT TRANSPORTATION INC	COM	552690109	336	9,069	SH		SOLE		9,069	0	0
KEARNY FINANCIAL CORP	COM	48716P108	316	21,307	SH		SOLE		21,307	0	0
QUAKER CHEMICAL CORPORATION	COM	747316107	337	2,320	SH		SOLE		2,320	0	0
LADDER CAPITAL CORP	CL A	505743104	284	21,161	SH		SOLE		21,161	0	0
LANCASTER COLONY CORP	COM	513847103	291	2,371	SH		SOLE		2,371	0	0
LEIDOS HOLDINGS INC	COM	617700109	309	5,974	SH		SOLE		5,974	0	0
SNYDERS-LANCE INC	COM	833551104	305	8,823	SH		SOLE		8,823	0	0
LIFEPOINT HEALTH INC	COM	595137100	336	5,005	SH		SOLE		5,005	0	0
LIBERTY PROPERTY TRUST	SH BEN INT	531172104	323	7,926	SH		SOLE		7,926	0	0
LEGACY TEX FINL GROUP INC	COM	52471Y106	314	8,227	SH		SOLE		8,227	0	0
MANHATTAN ASSOCIATES INC	COM	562750109	320	6,662	SH		SOLE		6,662	0	0
MANTECH INTERNATIONAL CORPORATION	CL A	564563104	365	8,823	SH		SOLE		8,823	0	0
MDU RESOURCES GROUP INC	COM	667340103	292	11,164	SH		SOLE		11,164	0	0
METHODE ELECTRONICS INC	COM	680223104	276	6,701	SH		SOLE		6,701	0	0
MGE ENERGY INC	COM	55277P104	303	4,701	SH		SOLE		4,701	0	0
MAGELLAN HEALTH INC	COM NEW	559079207	323	4,425	SH		SOLE		4,425	0	0
THE MICHAELS COMPANIES INC	COM	59408Q106	247	13,317	SH		SOLE		13,317	0	0
MARKETAXESS HOLDINGS INC	COM	57060D108	328	1,629	SH		SOLE		1,629	0	0
HERMAN MILLER INC	COM	600544100	286	9,398	SH		SOLE		9,398	0	0
MUELLER INDUSTRIES INC	COM	624756102	272	8,927	SH		SOLE		8,927	0	0
MERIT MEDICAL SYSTEMS INC	COM	712704105	352	9,231	SH		SOLE		9,231	0	0
MSA SAFETY INCORPORATED	COM	553498106	351	4,322	SH		SOLE		4,322	0	0
MINERALS TECHNOLOGIES	COM	603158106	292	3,989	SH		SOLE		3,989	0	0
MUELLER WATER PRODUCTS INC	COM SER A	624758102	302	25,852	SH		SOLE		25,852	0	0
NEW JERSEY RESOURCES CORP	COM	69349H107	306	7,709	SH		SOLE		7,709	0	0
NEENAH PAPER INC	COM	640079109	328	4,090	SH		SOLE		4,090	0	0
NUANCE COMMUNICATIONS INC	COM	67020Y100	307	17,652	SH		SOLE		17,652	0	0
NU SKIN ENTERPRISES INC	CL A	67018T105	354	5,632	SH		SOLE		5,632	0	0
NUVASIVE INC	COM	736508847	330	4,290	SH		SOLE		4,290	0	0
NORTHWESTERN CORPORATION	COM NEW	668074305	318	5,204	SH		SOLE		5,204	0	0
NEWS CORPORATION	CL A	65249B109	322	23,505	SH		SOLE		23,505	0	0
ONE GAS INC	COM	68235P108	316	4,520	SH		SOLE		4,520	0	0
ORMAT TECHNOLOGIES INC	COM	686688102	314	5,353	SH		SOLE		5,353	0	0
PENSKE AUTOMOTIVE GROUP INC	COM	70959W103	286	6,520	SH		SOLE		6,520	0	0
PROSPERITY BANCSHARES INC	COM	743606105	297	4,629	SH		SOLE		4,629	0	0
PATTERSON COS INC	COM	749685103	328	6,992	SH		SOLE		6,992	0	0
DAVE AND BUSTERS ENTERTAINMENT INC	COM	754907103	323	4,860	SH		SOLE		4,860	0	0
PLANTRONICS INC	COM	727493108	295	5,646	SH		SOLE		5,646	0	0
PLEXUS CORP	COM	729132100	278	5,286	SH		SOLE		5,286	0	0
PENNYMAC MORTGAGE INVESTMENT TRUST	COM	70931T103	315	17,215	SH		SOLE		17,215	0	0
PNM RESOURCES INC	COM	801056102	319	8,351	SH		SOLE		8,351	0	0
PORTLAND GENERAL ELECTRIC CO	COM NEW	817565104	313	6,861	SH		SOLE		6,861	0	0
PACIFIC PREMIER BANCORP INC	COM	69478X105	314	8,511	SH		SOLE		8,511	0	0
PROGRESS SOFTWARE CORPORATION	COM	743312100	325	10,519	SH		SOLE		10,519	0	0
PAPA JOHN'S INTERNATIONAL INC	COM	698813102	282	3,935	SH		SOLE		3,935	0	0
QIAGEN NV	SHS NEW	N72482123	354	10,547	SH		SOLE		10,547	0	0
QTS REALTY TRUCT INC	COM CL A	556269108	305	5,821	SH		SOLE		5,821	0	0
RPM INTERNATIONAL INC	COM	749685103	303	5,553	SH		SOLE		5,553	0	0
RAMCO-GERSHENSON PROPERTIES TRUST	COM SH BEN INT	751452202	301	23,337	SH		SOLE		23,337	0	0
REXNORD CORPORATION	COM	76169B102	296	12,749	SH		SOLE		12,749	0	0
SCIENCE APPLICATIONS INTERNATIONAL CORPORATION	COM	808625107	296	4,262	SH		SOLE		4,262	0	0
SANMINA CORP	COM	801056102	287	7,526	SH		SOLE		7,526	0	0
ECHOSTAR CORPORATION	CL A	278768106	326	5,366	SH		SOLE		5,366	0	0
SPIRIT AIRLINES INC	COM	848577102	281	5,432	SH		SOLE		5,432	0	0
SEACOAST BANKING CORPORATION OF FLORIDA	COM NEW	811707801	617	25,597	SH		SOLE		25,597	0	0
SINCLAIR BROADCAST GROUP-A	CL A	829226109	259	7,885	SH		SOLE		7,885	0	0
SALLY BEAUTY HOLDINGS	COM	79546E104	331	16,355	SH		SOLE		16,355	0	0
STEPAN COMPANY	COM	858586100	338	3,877	SH		SOLE		3,877	0	0
STEELCASE INC	CL A	858155203	255	18,245	SH		SOLE		18,245	0	0
SHUTTERFLY INC	COM	82568P304	285	5,994	SH		SOLE		5,994	0	0
SELECTIVE INSURANCE GROUP INC	COM	89469A104	619	12,372	SH		SOLE		12,372	0	0
SILICON LABORATORIES INC	COM	458665304	284	4,154	SH		SOLE		4,154	0	0
SEMTECH CORPORATION	COM	816850101	649	18,149	SH		SOLE		18,149	0	0
SENIOR HOUSING PROPERTIES TRUST	SH BEN INT	81721M109	308	15,089	SH		SOLE		15,089	0	0
SYNOVUS FINANCIAL CORP	COM NEW	87161C501	330	7,449	SH		SOLE		7,449	0	0
SYNNEX CORPORATION	COM	87162W100	327	2,729	SH		SOLE		2,729	0	0
SOHU COM INC	COM	83408W103	350	7,769	SH		SOLE		7,769	0	0
SPIRIT REALTY CAPITAL INC	COM	84860W102	468	63,188	SH		SOLE		63,188	0	0
SOUTH STATE CORPORATION	COM	840441109	293	3,419	SH		SOLE		3,419	0	0
STAG INDUSTRIAL INC	COM	85254J102	326	11,801	SH		SOLE		11,801	0	0
STERLING BANCORP	COM	909458101	311	13,380	SH		SOLE		13,380	0	0
TRIANGLE CAPITAL CORPORATION	COM	895848109	282	16,007	SH		SOLE		16,007	0	0
TELEPHONE AND DATA SYSTEMS	COM NEW	257559203	634	22,855	SH		SOLE		22,855	0	0
TELEDYNE TECHNOLOGIES INCORPORATED	COM	879360105	308	2,416	SH		SOLE		2,416	0	0
TENNECO INC	COM	880349105	285	4,935	SH		SOLE		4,935	0	0
INTERFACE INC	COM	92240M108	622	31,672	SH		SOLE		31,672	0	0
TAYLOR MORRISON HOME CORPORATION	CL A	87724P106	344	14,332	SH		SOLE		14,332	0	0
TRINET GROUP INC	COM	896288107	346	10,573	SH		SOLE		10,573	0	0
TRINITY INDUSTRIES INC	COM	896522109	324	11,564	SH		SOLE		11,564	0	0
TETRA TECH INC	COM	88162F105	666	14,558	SH		SOLE		14,558	0	0
TEXAS ROADHOUSE INC	COM	92924F106	338	6,636	SH		SOLE		6,636	0	0
UNITED BANKSHARES INC	COM	084423102	306	7,796	SH		SOLE		7,796	0	0
UNITED COMMUNITY BANKS INC	COM	909839102	307	11,035	SH		SOLE		11,035	0	0
DOMTAR CORP	COM NEW	257559203	301	7,846	SH		SOLE		7,846	0	0
AMERCO	COM	023586100	293	801	SH		SOLE		801	0	0
UMPQUA HOLDINGS CORP	COM	98419M100	323	17,605	SH		SOLE		17,605	0	0
UNITED NATURAL FOODS INC	COM	911163103	275	7,490	SH		SOLE		7,490	0	0
VISTEON CORPORATION	COM NEW	92839U206	308	3,021	SH		SOLE		3,021	0	0
VEREIT INC	COM	92339V100	293	35,991	SH		SOLE		35,991	0	0
VECTOR GROUP LTD	COM	92240M108	305	14,322	SH		SOLE		14,322	0	0
VALMONT INDUSTRIES INC	COM	920253101	294	1,965	SH		SOLE		1,965	0	0
VALIDUS HOLDINGS LTD	COM SHS	G9319H102	292	5,627	SH		SOLE		5,627	0	0
VECTREN CORP	COM	92240G101	306	5,235	SH		SOLE		5,235	0	0
WESCO AIRCRAFT HOLDINGS INC	COM	950814103	278	25,603	SH		SOLE		25,603	0	0
WESTERN ALLIANCE BANCORPORATION	COM	957638109	306	6,224	SH		SOLE		6,224	0	0
WEBMD HEALTH CORP	COM	94770V102	336	5,736	SH		SOLE		5,736	0	0
WEBSTER FINANCIAL CORP	COM	947890109	320	6,122	SH		SOLE		6,122	0	0
WESCO INTERNATIONAL INC	COM	95082P105	252	4,394	SH		SOLE		4,394	0	0
WORTHINGTON INDUSTRIES INC	COM	981811102	359	7,151	SH		SOLE		7,151	0	0
WILLIAMS SONOMA INC	COM	969904101	279	5,755	SH		SOLE		5,755	0	0
WEST PHARMACEUTICAL SERVICES	COM	955306105	354	3,744	SH		SOLE		3,744	0	0
WINTRUST FINANCIAL CORPORATION	COM	97650W108	336	4,390	SH		SOLE		4,390	0	0
WOODWARD INC	COM	980745103	304	4,498	SH		SOLE		4,498	0	0
XPERI CORPORATION	COM	98421B100	276	9,258	SH		SOLE		9,258	0	0
XEROX CORPORATION	COM NEW	984121608	299	10,407	SH		SOLE		10,407	0	0