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
AARON'S, INC	COM PAR $0.50	002535300	389	8,911	SH		SOLE		8,911	0	0
ABM INDUSTRIES INC	COM	000957100	322	7,708	SH		SOLE		7,708	0	0
ATLANTICA YIELD PLC	SHS	G0751N103	303	15,368	SH		SOLE		15,368	0	0
AMERICAN CAMPUS COMMUNITIES INC	COM	024835100	296	6,707	SH		SOLE		6,707	0	0
ACI WORLDWIDE INC	COM	004498101	339	14,903	SH		SOLE		14,903	0	0
ARMADA HOFFLER PROPERTIES INC.	COM	04208T108	340	24,603	SH		SOLE		24,603	0	0
APPLIED INDUSTRIAL TECHNOLOGIES INC	COM	03820C105	354	5,378	SH		SOLE		5,378	0	0
ASSURANT INC	COM	04621X108	291	3,051	SH		SOLE		3,051	0	0
AMERICAN WOODMARK CORP	COM	030506109	323	3,361	SH		SOLE		3,361	0	0
AUTONATION INC	COM	05329W102	362	7,625	SH		SOLE		7,625	0	0
ARROW ELECTRONICS INC	COM	042735100	326	4,060	SH		SOLE		4,060	0	0
ASSOCIATED BANC-CORP	COM	045487105	615	25,345	SH		SOLE		25,345	0	0
ON ASSIGNMENT INC	COM	682159108	316	5,895	SH		SOLE		5,895	0	0
ANIXTER INTERNATIONAL INC	COM	035290105	349	4,108	SH		SOLE		4,108	0	0
ASPEN TECHNOLOGY INC	COM	045327103	327	5,208	SH		SOLE		5,208	0	0
BARNES GROUP INC	COM	067806109	383	5,437	SH		SOLE		5,437	0	0
BERRY GLOBAL GROUP INC	COM	08579W103	320	5,653	SH		SOLE		5,653	0	0
BGC PARTNERS INC-CL A	CL A	05541T101	364	25,163	SH		SOLE		25,163	0	0
BRIGGS & STRATTON	COM	109043109	301	12,816	SH		SOLE		12,816	0	0
B&G FOODS INC	COM	05508R106	243	7,625	SH		SOLE		7,625	0	0
BENCHMARK ELECTRONICS INC	COM	08160H101	336	9,826	SH		SOLE		9,826	0	0
BERKSHIRE HILLS BANCORP INC	COM	084680107	342	8,838	SH		SOLE		8,838	0	0
BIG LOTS INC	COM	045327103	340	6,343	SH		SOLE		6,343	0	0
BANKUNITED INC	COM	06652K103	652	18,331	SH		SOLE		18,331	0	0
BOK FINANCIAL CORP	COM NEW	05561Q201	333	3,737	SH		SOLE		3,737	0	0
POPULAR INC	COM NEW	733174700	271	7,554	SH		SOLE		7,554	0	0
BRADY CORPORATION	CL A	104674106	355	9,367	SH		SOLE		9,367	0	0
BROOKLINE BANCOPR INC	COM	11373M107	341	22,011	SH		SOLE		22,011	0	0
BRUKER CORPORATION	COM	116794108	331	11,140	SH		SOLE		11,140	0	0
BRIXMOR PROPERTY GROUP INC	COM	11120U105	324	17,221	SH		SOLE		17,221	0	0
BROADSOFT INC	COM	11133B409	420	8,340	SH		SOLE		8,340	0	0
BWX TECHNOLOGIES INC	COM	05605H100	735	13,114	SH		SOLE		13,114	0	0
CACI INTERNATIONAL INC	CL A	127190304	355	2,544	SH		SOLE		2,544	0	0
CHEESECAKE FACTORY INC/THE	COM	163072101	210	4,991	SH		SOLE		4,991	0	0
CAPITAL BANK FINANCIAL CORP	CL A COM	139794101	339	8,269	SH		SOLE		8,269	0	0
CONTINENTAL BUILDING PRODUCTS INC	COM	211171103	358	13,769	SH		SOLE		13,769	0	0
CABOT	COM	127055101	334	5,986	SH		SOLE		5,986	0	0
COMMUNITY BANK SYSTEM INC	COM	302607106	316	5,724	SH		SOLE		5,724	0	0
CABOT MICROELECTRONICS CORPORATION	COM	12709P103	348	4,360	SH		SOLE		4,360	0	0
CHEMICAL FINANCIAL CORPORATION	COM	163731102	353	6,749	SH		SOLE		6,749	0	0
CORELOGIC	COM	21871D103	690	14,936	SH		SOLE		14,936	0	0
COLONY NORTHSTAR INC	CL A COM	19625W104	284	22,593	SH		SOLE		22,593	0	0
CNO FINANCIAL GROUP INC	COM	12621E103	709	30,390	SH		SOLE		30,390	0	0
COLUMBIA SPORTSWEAR COMPANY	COM	198516106	339	5,513	SH		SOLE		5,513	0	0
CALPINE CORPORATION	COM NEW	131347304	463	31,398	SH		SOLE		31,398	0	0
COOPER-STANDARD HOLDING INC	COM	21676P103	366	3,157	SH		SOLE		3,157	0	0
CRANE CO	COM	224399105	320	4,005	SH		SOLE		4,005	0	0
CARTER'S INC	COM	146229109	344	3,479	SH		SOLE		3,479	0	0
COOPER TIRE & RUBBER COMPANY	COM	216831107	313	8,362	SH		SOLE		8,362	0	0
CATALENT INC	COM	148806102	796	19,937	SH		SOLE		19,937	0	0
CUBESMART	COM	222795106	328	12,639	SH		SOLE		12,639	0	0
CURTISS-WRIGHT CORPORATION	COM	231561101	365	3,488	SH		SOLE		3,488	0	0
DARLING INGREDIENTS INC	COM	237266101	721	41,145	SH		SOLE		41,145	0	0
DEAN FOODS COMPANY	COM NEW	233153204	177	16,224	SH		SOLE		16,224	0	0
THE DUN & BRADSTREET CORPORATION	COM	26483E100	347	2,982	SH		SOLE		2,982	0	0
MASONITE INTERNATIONAL CORP	COM	575385109	294	4,244	SH		SOLE		4,244	0	0
DST SYSTEMS INC	COM	233326107	286	5,211	SH		SOLE		5,211	0	0
EDUCATION REALTY TRUST INC	COM NEW	28140H203	297	8,260	SH		SOLE		8,260	0	0
CALLAWAY GOLF COMPANY	COM	131193104	367	25,422	SH		SOLE		25,422	0	0
ISHARES USD EMRG MKTS BOND	JP MOR EM MK ETF	464288281	10,272	88,231	SH		SOLE		88,231	0	0
EMCOR GROUP INC	COM	29084Q100	335	4,833	SH		SOLE		4,833	0	0
ENERSYS	COM	29275Y102	300	4,336	SH		SOLE		4,336	0	0
THE ENSIGN GROUP INC	COM	29358P101	403	17,842	SH		SOLE		17,842	0	0
ENTEGRIS INC	COM	29362U104	373	12,914	SH		SOLE		12,914	0	0
EPAM SYSTEMS INC	COM	29414B104	706	8,027	SH		SOLE		8,027	0	0
EDGEWELL PERSONAL CARE COMPANY	COM	28035Q102	326	4,480	SH		SOLE		4,480	0	0
ESSENT GROUP LTD	COM	G3198U102	341	8,429	SH		SOLE		8,429	0	0
EVERCORE PARTNERS INC-CL A	CLASS A	29977A105	348	4,342	SH		SOLE		4,342	0	0
EAGLE MATERIALS INC	COM	318522307	356	3,337	SH		SOLE		3,337	0	0
FIRST AMERICAN FINANCIAL	CL A	635017106	369	7,377	SH		SOLE		7,377	0	0
FEDERATED INVESTORS	CL B	314211103	355	11,941	SH		SOLE		11,941	0	0
FIVE BELOW	COM	32054K103	358	6,520	SH		SOLE		6,520	0	0
FLIR SYSTEMS INC	COM	393657101	361	9,278	SH		SOLE		9,278	0	0
FLOWERS FOODS INC	COM NON VTG	371901109	307	16,331	SH		SOLE		16,331	0	0
FIRST MIDWEST BANCORP INC	COM	320867104	645	27,537	SH		SOLE		27,537	0	0
FNB CORP	COM	391164100	316	22,490	SH		SOLE		22,490	0	0
FIRST INDUSTRIAL REALTY TR	COM	405217100	342	11,381	SH		SOLE		11,381	0	0
FS INVESTMENT CORPORATION	COM	302635107	279	33,017	SH		SOLE		33,017	0	0
H.B. FULLER CO.	COM	359694106	352	6,062	SH		SOLE		6,062	0	0
FULTON FINANCIAL CORP	COM	360271100	325	17,359	SH		SOLE		17,359	0	0
FORWARD AIR CORPORATION	COM	349853101	340	5,936	SH		SOLE		5,936	0	0
GRAPHIC PACKAGING HOLDING COMPANY	COM	388689101	324	23,198	SH		SOLE		23,198	0	0
GRAMERCY PROPERTY TRUST INC	COM NEW	385002308	349	11,524	SH		SOLE		11,524	0	0
HAWAIIAN HOLDINGS INC	COM	419879101	221	5,898	SH		SOLE		5,898	0	0
HANCOCK HOLDING CO	COM	410120109	332	6,858	SH		SOLE		6,858	0	0
HELEN OF TROY LIMITED	COM	G4388N106	332	3,422	SH		SOLE		3,422	0	0
HOME BANCSHARES INC	COM	458118106	317	12,584	SH		SOLE		12,584	0	0
HOPE BANCORP INC	COM	45167R104	297	16,744	SH		SOLE		16,744	0	0
HUDSON PACIFIC PROPERTIES INC	COM	444097109	313	9,321	SH		SOLE		9,321	0	0
HRG GROUP INC	COM	40434J100	283	18,105	SH		SOLE		18,105	0	0
IBOXX HIGH YIELD CORPORATE BOND	IBOXX HI YD ETF	460690100	9,722	109,528	SH		SOLE		109,528	0	0
IBERIABANK CORPORATION	COM	44980X109	651	7,927	SH		SOLE		7,927	0	0
II-VI INCORPORATED	COM	902104108	398	9,661	SH		SOLE		9,661	0	0
SUMMIT HOTEL PROPERTIES INC	COM	866082100	270	16,859	SH		SOLE		16,859	0	0
WORLD FUEL SERVICES CORPORATION	COM	981475106	573	16,889	SH		SOLE		16,889	0	0
INTERXION HOLDING NV	SHS	466313103	754	14,812	SH		SOLE		14,812	0	0
INVESTORS BANCORP, INC	COM	G54050102	638	46,766	SH		SOLE		46,766	0	0
ITRON INC	COM	465741106	365	4,718	SH		SOLE		4,718	0	0
ITT INC	COM	45073V108	346	7,810	SH		SOLE		7,810	0	0
KB HOME	COM	48666K109	375	15,547	SH		SOLE		15,547	0	0
KEYSIGHT TECHNOLOGIES INC	COM	49338L103	345	8,288	SH		SOLE		8,288	0	0
KULICKE AND SOFFA INDUSTRIES INC	COM	501242101	677	31,396	SH		SOLE		31,396	0	0
KNIGHT TRANSPORTATION INC	COM	552690109	388	9,337	SH		SOLE		9,337	0	0
KEARNY FINANCIAL CORP	COM	48716P108	337	21,936	SH		SOLE		21,936	0	0
LADDER CAPITAL CORP	CL A	505743104	326	23,677	SH		SOLE		23,677	0	0
LANCASTER COLONY CORP	COM	513847103	312	2,600	SH		SOLE		2,600	0	0
LAZARD LTD-CL A	SHS A	G54050102	307	6,780	SH		SOLE		6,780	0	0
SNYDERS-LANCE INC	COM	833551104	346	9,083	SH		SOLE		9,083	0	0
GRAND CANYON EDUCATION INC	COM	38526M106	373	4,109	SH		SOLE		4,109	0	0
LIFEPOINT HEALTH INC	COM	595137100	298	5,153	SH		SOLE		5,153	0	0
LIBERTY PROPERTY TRUST	SH BEN INT	531172104	319	7,777	SH		SOLE		7,777	0	0
LOUISIANA PACIFIC CORPORATION	COM	546347105	360	13,279	SH		SOLE		13,279	0	0
LEGACYTEXAS FINANCIAL GROUP INC	COM	52471Y106	338	8,470	SH		SOLE		8,470	0	0
LEXINGTON REALTY TRUST	COM	529043101	324	31,671	SH		SOLE		31,671	0	0
MANHATTAN ASSOCIATES INC	COM	562750109	285	6,859	SH		SOLE		6,859	0	0
MDU RESOURCES GROUP INC	COM	667340103	317	12,208	SH		SOLE		12,208	0	0
THE MICHAELS COMPANIES INC	COM	59408Q106	294	13,710	SH		SOLE		13,710	0	0
MARKETAXESS HOLDINGS INC	COM	57060D108	291	1,577	SH		SOLE		1,577	0	0
HERMAN MILLER INC	COM	600544100	724	20,176	SH		SOLE		20,176	0	0
MERIT MEDICAL SYSTEMS INC	COM	712704105	402	9,503	SH		SOLE		9,503	0	0
MSA SAFETY INCORPORATED	COM	553498106	317	3,982	SH		SOLE		3,982	0	0
MGIC INVESTMENT CORP/W	COM	552848103	351	28,020	SH		SOLE		28,020	0	0
MINERALS TECHNOLOGIES	COM	603158106	307	4,347	SH		SOLE		4,347	0	0
NORDSON CORPORATION	COM	655663102	316	2,668	SH		SOLE		2,668	0	0
NEW JERSEY RESOURCES CORP	COM	69349H107	335	7,937	SH		SOLE		7,937	0	0
NOVANTA INC USA	COM	67000B104	384	8,802	SH		SOLE		8,802	0	0
NEENAH PAPER INC	COM	640079109	342	3,998	SH		SOLE		3,998	0	0
NUVASIVE INC	COM	736508847	245	4,417	SH		SOLE		4,417	0	0
NORTHWESTERN CORPORATION	COM NEW	668074305	305	5,357	SH		SOLE		5,357	0	0
ORBITAL ATK	COM	68557N103	428	3,215	SH		SOLE		3,215	0	0
OM ASSET MANAGEMENT PLC	SHS	G67506108	324	21,721	SH		SOLE		21,721	0	0
ORMAT TECHNOLOGIES INC	COM	686688102	334	5,464	SH		SOLE		5,464	0	0
PENSKE AUTOMOTIVE GROUP INC	COM	70959W103	319	6,713	SH		SOLE		6,713	0	0
PROSPERITY BANCSHARES INC	COM	743606105	313	4,765	SH		SOLE		4,765	0	0
PATTERSON COS INC	COM	749685103	278	7,199	SH		SOLE		7,199	0	0
PINNACLE FOODS INC	COM	72348P104	305	5,331	SH		SOLE		5,331	0	0
DAVE AND BUSTERS ENTERTAINMENT INC	COM	754907103	263	5,003	SH		SOLE		5,003	0	0
PLANTRONICS INC	COM	727493108	271	6,120	SH		SOLE		6,120	0	0
EPLUS INC	COM	294268107	402	4,350	SH		SOLE		4,350	0	0
PLEXUS CORP	COM	729132100	341	6,086	SH		SOLE		6,086	0	0
PENNYMAC MORTGAGE INVESTMENT TRUST	COM	70931T103	305	17,512	SH		SOLE		17,512	0	0
PNM RESOURCES INC	COM	801056102	346	8,598	SH		SOLE		8,598	0	0
PORTLAND GENERAL ELECTRIC CO	COM NEW	817565104	322	7,064	SH		SOLE		7,064	0	0
PACIFIC PREMIER BANCORP INC	COM	69478X105	331	8,762	SH		SOLE		8,762	0	0
PROGRESSIVE SOFTWARE CORPORATION	COM	743312100	396	10,383	SH		SOLE		10,383	0	0
PAPA JOHN'S INTERNATIONAL INC	COM	698813102	296	4,051	SH		SOLE		4,051	0	0
QIAGEN NV	SHS NEW	N72482123	304	9,658	SH		SOLE		9,658	0	0
QTS REALTY TRUCT INC	COM CL A	556269108	314	5,993	SH		SOLE		5,993	0	0
RADIAN GROUP INC	COM	750236101	352	18,817	SH		SOLE		18,817	0	0
RETAIL PPTYS OF AMERICA INC	CL A	76131V202	334	25,462	SH		SOLE		25,462	0	0
RAMCO-GERSHENSON PROPERTIES TRUST	COM SH BEN INT	751452202	313	24,026	SH		SOLE		24,026	0	0
RUDOLPH TECHNOLOGIES INC	COM	781270103	368	14,010	SH		SOLE		14,010	0	0
REXNORD CORPORATION	COM	76169B102	334	13,125	SH		SOLE		13,125	0	0
SCIENCE APPLICATIONS INTERNATIONAL CORPORATION	COM	808625107	293	4,388	SH		SOLE		4,388	0	0
SPIRIT AIRLINES INC	COM	848577102	187	5,592	SH		SOLE		5,592	0	0
SEACOAST BANKING CORPORATION OF FLORIDA	COM NEW	811707801	627	26,233	SH		SOLE		26,233	0	0
SINCLAIR BROADCAST GROUP-A	CL A	829226109	260	8,118	SH		SOLE		8,118	0	0
SALLY BEAUTY HOLDINGS	COM	79546E104	330	16,838	SH		SOLE		16,838	0	0
STEELCASE INC	CL A	858155203	289	18,784	SH		SOLE		18,784	0	0
SHUTTERFLY INC	COM	82568P304	299	6,171	SH		SOLE		6,171	0	0
SELECTIVE INSURANCE GROUP INC	COM	89469A104	664	12,337	SH		SOLE		12,337	0	0
SELECT INCOME REIT	COM SH BEN INT	81618T100	311	13,279	SH		SOLE		13,279	0	0
SEMTECH CORPORATION	COM	816850101	699	18,617	SH		SOLE		18,617	0	0
SYNOVUS FINANCIAL CORP	COM NEW	87161C501	328	7,129	SH		SOLE		7,129	0	0
SYNNEX CORPORATION	COM	87162W100	340	2,687	SH		SOLE		2,687	0	0
SPIRIT REALTY CAPITAL INC	COM	84860W102	291	33,998	SH		SOLE		33,998	0	0
STAG INDUSTRIAL INC	COM	85254J102	334	12,149	SH		SOLE		12,149	0	0
STERLING BANCORP	COM	909458101	340	13,775	SH		SOLE		13,775	0	0
TELEPHONE AND DATA SYSTEMS	COM NEW	257559203	643	23,052	SH		SOLE		23,052	0	0
TENNECO INC	COM	880349105	308	5,081	SH		SOLE		5,081	0	0
INTERFACE INC	COM	92240M108	710	32,421	SH		SOLE		32,421	0	0
TRINITY INDUSTRIES INC	COM	896522109	380	11,905	SH		SOLE		11,905	0	0
TETRA TECH INC	COM	88162F105	658	14,128	SH		SOLE		14,128	0	0
TEXAS ROADHOUSE INC	COM	92924F106	336	6,832	SH		SOLE		6,832	0	0
UNITED BANKSHARES INC	COM	084423102	298	8,027	SH		SOLE		8,027	0	0
UNITED COMMUNITY BANKS INC	COM	909839102	323	11,333	SH		SOLE		11,333	0	0
UNIVERSAL FOREST PRODUCTS	COM	913543104	355	3,615	SH		SOLE		3,615	0	0
DOMTAR CORP	COM NEW	257559203	350	8,077	SH		SOLE		8,077	0	0
UMPQUA HOLDINGS CORP	COM	98419M100	354	18,125	SH		SOLE		18,125	0	0
UNIFIRST CORP	COM	904708104	339	2,240	SH		SOLE		2,240	0	0
UNITED NATURAL FOODS INC	COM	911163103	321	7,711	SH		SOLE		7,711	0	0
VISTEON CORPORATION	COM NEW	92839U206	385	3,111	SH		SOLE		3,111	0	0
VECTOR GROUP LTD	COM	92240M108	317	15,482	SH		SOLE		15,482	0	0
VALMONT INDUSTRIES INC	COM	920253101	335	2,117	SH		SOLE		2,117	0	0
VALIDUS HOLDINGS LTD	COM SHS	G9319H102	285	5,793	SH		SOLE		5,793	0	0
VARONIS SYSTEMS INC	COM	922280102	365	8,718	SH		SOLE		8,718	0	0
VERINT SYSTEMS INC	COM	92343X100	329	7,854	SH		SOLE		7,854	0	0
VECTREN CORP	COM	92240G101	355	5,390	SH		SOLE		5,390	0	0
WESTERN ALLIANCE BANCORPORATION	COM	957638109	341	6,427	SH		SOLE		6,427	0	0
WEBSTER FINANCIAL CORP	COM	947890109	331	6,303	SH		SOLE		6,303	0	0
WORTHINGTON INDUSTRIES INC	COM	981811102	339	7,362	SH		SOLE		7,362	0	0
WILLIAMS-SONOMA INC	COM	969901101	295	5,925	SH		SOLE		5,925	0	0
WEST PHARMACEUTICAL SERVICES	COM	955306105	331	3,434	SH		SOLE		3,434	0	0
WINTRUST FINANCIAL CORPORATION	COM	97650W108	354	4,519	SH		SOLE		4,519	0	0
XPERI CORPORATION	COM	98421B100	241	9,531	SH		SOLE		9,531	0	0
XEROX CORPORATION	COM NEW	984121608	370	11,120	SH		SOLE		11,120	0	0