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

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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
ALLIANCEBERNSTEIN HOLDING LP	UNIT LTD PARTN	01881G106	521	22,802	SH		SOLE		22,802	0	0
GALLAGHER ARTHUR J & CO	COM	001084102	544	9,614	SH		SOLE		9,614	0	0
ALLISON TRANSMISSION HOLDING	COM	G0176J109	1,023	28,368	SH		SOLE		28,368	0	0
AMERISAFE INC	COM	01973R101	566	8,724	SH		SOLE		8,724	0	0
A.O. SMITH CORPORATION	COM	831865209	534	10,432	SH		SOLE		10,432	0	0
ARROW ELECTRONICS INC	COM	042735100	514	6,999	SH		SOLE		6,999	0	0
ASSOCIATED BANC CORP	COM	045487105	477	19,539	SH		SOLE		19,539	0	0
AVNET INC	COM	053807103	478	10,437	SH		SOLE		10,437	0	0
ASPEN TECHNOLOGY INC	COM	831865209	475	8,055	SH		SOLE		8,055	0	0
BOOZ ALLEN HAMILTON HOLDINGS	CL A	03852U106	461	13,017	SH		SOLE		13,017	0	0
BEACON ROOFING SUPPLY	COM	073685109	464	9,434	SH		SOLE		9,434	0	0
BIG LOTS INC	COM	045327103	445	9,139	SH		SOLE		9,139	0	0
BJ'S RESTAURANTS INC	COM	09180C106	444	10,987	SH		SOLE		10,987	0	0
BANKUNITED INC	COM	06652K103	508	13,611	SH		SOLE		13,611	0	0
BEMIS COMPANY	COM	081437105	508	10,406	SH		SOLE		10,406	0	0
BROWN & BROWN INC	COM	092113109	462	11,085	SH		SOLE		11,085	0	0
BUFFALO WILD WINGS	COM	11133T103	416	2,723	SH		SOLE		2,723	0	0
CHEESECAKE FACTORY INC/THE	COM	115236101	472	7,457	SH		SOLE		7,457	0	0
COMMERCE BANCSHARES INC	COM	059692103	469	8,359	SH		SOLE		8,359	0	0
CADENCE DESIGN SYSTEMS INC	COM	127387108	614	19,546	SH		SOLE		19,546	0	0
CULLEN/FROST BANKERS INC	COM	200525103	464	5,219	SH		SOLE		5,219	0	0
CORELOGIC INC	COM	21871D103	379	9,319	SH		SOLE		9,319	0	0
COLUMBIA BANKING SYSTEM INC	COM	229899109	468	12,012	SH		SOLE		12,012	0	0
CORESITE REALTY CORP	COM	12621E103	484	5,379	SH		SOLE		5,379	0	0
CARTER INC	COM	197236102	413	4,594	SH		SOLE		4,594	0	0
COOPER TIRE & RUBBER COMPANY	COM	216831107	623	14,048	SH		SOLE		14,048	0	0
CUBESMART	COM	222795106	395	15,214	SH		SOLE		15,214	0	0
CYS INVESTMENTS INC	COM	22282E102	366	46,014	SH		SOLE		46,014	0	0
DCT INDUSTRIAL TRUST INC	COM NEW	126600105	408	8,484	SH		SOLE		8,484	0	0
DEAN FOODS COMPANY	COM NEW	233153204	427	21,722	SH		SOLE		21,722	0	0
DUPONT FABROS TECHNOLOGY INC	COM	24869P104	482	9,719	SH		SOLE		9,719	0	0
BRINKER INTL INC	COM	109641100	354	8,055	SH		SOLE		8,055	0	0
EDUCATION REALTY TRUST INC	COM NEW	29084Q100	380	9,313	SH		SOLE		9,313	0	0
NIC INC	COM	62914B100	463	22,945	SH		SOLE		22,945	0	0
EMPLOYERS HOLDINGS INC	COM	292218104	525	13,843	SH		SOLE		13,843	0	0
USD EMRG MKTS BOND ISHARES	COM	278265103	10,999	96,737	SH		SOLE		96,737	0	0
EDGEWELL PERSONAL CARE COMPANY	COM	28035Q102	493	6,736	SH		SOLE		6,736	0	0
EATON VANCE CORP	COM	29977A105	509	11,313	SH		SOLE		11,313	0	0
EVERCORE PARTNERS INC-CL A	COM	27579R104	575	7,379	SH		SOLE		7,379	0	0
EAGLE MATERIALS INC	COM	318522307	1,000	10,294	SH		SOLE		10,294	0	0
FIRST AMERICAN FINANCIAL	CL A	635017106	399	10,155	SH		SOLE		10,155	0	0
FIRST COMMONWEATLH FINANCIAL	COM	302445101	518	39,039	SH		SOLE		39,039	0	0
FIRST HORIZON NATIONAL CORP	COM	343498101	476	25,739	SH		SOLE		25,739	0	0
FAIR ISAAC CORPORATION	COM	303250104	587	4,553	SH		SOLE		4,553	0	0
FEDERATED INVESTORSINC PA	CL B	302520101	387	14,690	SH		SOLE		14,690	0	0
FIVE BELOW	COM	32054K103	457	10,554	SH		SOLE		10,554	0	0
COMFORT SYSTEMS USA INC	COM	360271100	504	13,748	SH		SOLE		13,748	0	0
FLIR SYSTEMS INC	COM	393657101	437	12,048	SH		SOLE		12,048	0	0
FLOWERS FOODS INC	COM NON VTG	371901109	496	25,557	SH		SOLE		25,557	0	0
FNB CORP	COM	391164100	451	30,347	SH		SOLE		30,347	0	0
FIRST INDUSTRIAL REALTY TR	COM	405217100	400	15,018	SH		SOLE		15,018	0	0
GRAPHIC PACKAGING HOLDING COMPANY	COM	388689101	552	42,882	SH		SOLE		42,882	0	0
GUIDEWIRE SOFTWARE INC	COM	40418F108	389	6,904	SH		SOLE		6,904	0	0
GREAT PLAINS ENERGY INC	COM	44106M102	408	13,946	SH		SOLE		13,946	0	0
HAWAIIAN ELECTRIC INDUSTRIES INC	COM	422347104	448	13,445	SH		SOLE		13,445	0	0
HFF INC-CLASS A	CL A	428291108	501	18,113	SH		SOLE		18,113	0	0
HOME BANCSHARES INC	COM	458118106	499	18,440	SH		SOLE		18,440	0	0
HOPE BANCORP INC	COM	45167R104	471	24,575	SH		SOLE		24,575	0	0
HOSPITALITY PROPERTIES TRUST	COM SH BEN INT	G47567105	457	14,497	SH		SOLE		14,497	0	0
HILLTOP HOLDINGS INC	COM	432748101	452	16,442	SH		SOLE		16,442	0	0
HEXCEL CORP	COM	N47279109	476	8,719	SH		SOLE		8,719	0	0
ISHARES IBOXX HIGH YIELD CORPORATE BOND	IBOXX HI YD ETF	460690100	10,190	116,085	SH		SOLE		116,085	0	0
IBERIABANK CORPORATION	COM	44980X109	478	6,041	SH		SOLE		6,041	0	0
INTERDIGITAL INC	COM	45867G101	508	5,882	SH		SOLE		5,882	0	0
INTEGRATED DEVICE TECH INC	COM	46146L101	528	22,317	SH		SOLE		22,317	0	0
IDEX CORPORATION	COM	45167R104	515	5,510	SH		SOLE		5,510	0	0
INTERXION HOLDING NV	SHS	466313103	421	10,654	SH		SOLE		10,654	0	0
INVESTORS BANCORP, INC	COM	G54050102	465	32,352	SH		SOLE		32,352	0	0
KIRBY CORP	COM	833551104	475	6,728	SH		SOLE		6,728	0	0
KEYSIGHT TECHNOLOGIES INC	COM	49338L103	490	13,560	SH		SOLE		13,560	0	0
KNIGHT TRANSPORTATION INC	COM	552690109	425	13,560	SH		SOLE		13,560	0	0
LYDALL INC	COM	550819106	463	8,640	SH		SOLE		8,640	0	0
LEIDOS HOLDINGS INC	COM	617700109	488	9,541	SH		SOLE		9,541	0	0
LEGGETT & PLATT INCORPORATED	COM	524660107	509	10,108	SH		SOLE		10,108	0	0
LIFEPOINT HEALTH INC	COM	595137100	434	6,627	SH		SOLE		6,627	0	0
LIFE STORAGE INC	COM	646025106	404	4,918	SH		SOLE		4,918	0	0
LANDSTAR SYSTEM INC	COM	670704105	477	5,575	SH		SOLE		5,575	0	0
MANHATTAN ASSOCIATES INC	COM	562750109	528	10,139	SH		SOLE		10,139	0	0
MASIMO CORPORATION	COM	574795100	750	8,044	SH		SOLE		8,044	0	0
MDU RESOURCES GROUP INC	COM	667340103	414	15,133	SH		SOLE		15,133	0	0
METHODE ELECTRONICS INC	COM	680223104	598	13,112	SH		SOLE		13,112	0	0
MKS INSTRUMENTS INC	COM	063904106	541	7,862	SH		SOLE		7,862	0	0
MELLANOX TECHNOLOGIES LTD	SHS	92342Y109	466	9,139	SH		SOLE		9,139	0	0
MERIT MEDICAL SYSTEMS INC	COM	712704105	522	18,070	SH		SOLE		18,070	0	0
MORNINGSTAR INC	COM	724479100	581	7,394	SH		SOLE		7,394	0	0
MEDICAL PPTYS TRUST INC	COM	703395103	367	28,453	SH		SOLE		28,453	0	0
NATIONAL INSTRUMENTS CORPORATION	COM	636518102	525	16,130	SH		SOLE		16,130	0	0
NEW JERSEY RESOURCES CORP	COM	69349H107	463	11,683	SH		SOLE		11,683	0	0
NUVASIVE INC	COM	736508847	496	6,640	SH		SOLE		6,640	0	0
NORTHWEST BANCSHARES INC	COM	699462107	462	27,446	SH		SOLE		27,446	0	0
THE NEW YORK TIMES COMPANY	CL A	758766109	537	37,261	SH		SOLE		37,261	0	0
CORPORATE OFFICE PROPERTIES TRUST	SH BEN INT	22002T108	531	16,037	SH		SOLE		16,037	0	0
OWENS & MINOR INC	COM	690732102	483	13,964	SH		SOLE		13,964	0	0
BANK OF THE OZARKS	COM	770323103	558	10,731	SH		SOLE		10,731	0	0
PATTERSON COS INC	COM	749685103	420	9,287	SH		SOLE		9,287	0	0
DAVE AND BUSTERS ENTERTAINMENT INC	COM	754907103	586	9,592	SH		SOLE		9,592	0	0
PNM RESOURCES INC	COM	801056102	447	12,074	SH		SOLE		12,074	0	0
POOL CORPORATION	COM	73278L105	572	4,794	SH		SOLE		4,794	0	0
PORTLAND GENERAL ELECTRIC CO	COM NEW	817565104	404	9,089	SH		SOLE		9,089	0	0
QTS REALTY TRUCT INC	COM CL A	556269108	421	8,630	SH		SOLE		8,630	0	0
REGAL ENTERTAINMENT GROUP-A	CL A	833034101	416	18,440	SH		SOLE		18,440	0	0
ROBERT HALF INTL INC	COM	835495102	518	10,599	SH		SOLE		10,599	0	0
RAMBUS INC	COM	84860W102	428	32,538	SH		SOLE		32,538	0	0
RPM INTERNATIONAL INC	COM	749685103	508	9,240	SH		SOLE		9,240	0	0
SANDERSON FARMS INC	COM	85571B105	458	4,408	SH		SOLE		4,408	0	0
SALLY BEAUTY HOLDINGS INC	COM	879433829	313	15,290	SH		SOLE		15,290	0	0
SELECTIVE INSURANCE GROUP INC	COM	89469A104	1,104	23,405	SH		SOLE		23,405	0	0
SILICON LABORATORIES INC	COM	458665304	487	6,616	SH		SOLE		6,616	0	0
SYNOPSYS INC	COM	88164L100	606	8,403	SH		SOLE		8,403	0	0
STERLING BANCORP	COM	909458101	522	22,035	SH		SOLE		22,035	0	0
SYNTEL INC	COM	913543104	332	19,733	SH		SOLE		19,733	0	0
TARO PHARMACEUTICAL INDUSTRIES LTD	SHS	M8737E108	595	5,106	SH		SOLE		5,106	0	0
TELEPHONE AND DATA SYSTEMS	COM NEW	257559203	407	15,350	SH		SOLE		15,350	0	0
THOR INDUSTRIES INC	COM	904214103	481	5,001	SH		SOLE		5,001	0	0
TREEHOUSE FOODS INC	COM	92220P105	384	4,534	SH		SOLE		4,534	0	0
INTERFACE INC	COM	92240M108	1,029	53,995	SH		SOLE		53,995	0	0
TREX COMPANY INC	COM	89531P105	566	8,158	SH		SOLE		8,158	0	0
TEXAS ROADHOUSE INC	COM	92924F106	436	9,789	SH		SOLE		9,789	0	0
UBIQUITI NETWORKS INC	COM	90347A100	472	9,398	SH		SOLE		9,398	0	0
UNITED BANKSHARES INC	COM	084423102	445	10,521	SH		SOLE		10,521	0	0
UNIVERSAL FOREST PRODUCTS	COM	955306105	516	5,239	SH		SOLE		5,239	0	0
UMPQUA HOLDINGS CORP	COM	98419M100	460	25,958	SH		SOLE		25,958	0	0
USANA HEALTH SCIENCES INC	COM	90328M107	507	8,808	SH		SOLE		8,808	0	0
UNIVERSAL INSURANCE HOLDINGS INC	COM	91359V107	464	18,929	SH		SOLE		18,929	0	0
VECTOR GROUP LTD	COM	92240M108	394	18,941	SH		SOLE		18,941	0	0
VIAVI SOLUTIONS INC	COM	925550105	648	60,418	SH		SOLE		60,418	0	0
VALIDUS HOLDINGS LTD	COM SHS	G9319H102	438	7,762	SH		SOLE		7,762	0	0
WASHINGTON FEDERAL INC	COM	938824109	482	14,555	SH		SOLE		14,555	0	0
WEBMD HEALTH CORP	COM	94770V102	425	8,073	SH		SOLE		8,073	0	0
WEBSTER FINANCIAL CORP	COM	947890109	491	9,818	SH		SOLE		9,818	0	0
WESCO INTERNATIONAL INC	COM	95082P105	509	7,318	SH		SOLE		7,318	0	0
THE WENDYS COMPANY	COM	95058W100	503	36,959	SH		SOLE		36,959	0	0
WERNER ENTERPRISES INC	COM	950755108	432	16,492	SH		SOLE		16,492	0	0
WISDOMTREE INVESTMENTS INC	COM	97717P104	423	46,635	SH		SOLE		46,635	0	0
W.R. BERKLEY CORPORATION	COM	084423102	533	7,546	SH		SOLE		7,546	0	0
XYLEM INC	COM	98419M100	504	10,032	SH		SOLE		10,032	0	0