© 2008 Prentice-Hall, Inc.Regression ModelsChapter 4.docx

© 2008 Prentice-Hall, Inc.
Regression Models
Chapter 4
To accompany
Quantitative Analysis for Management, Tenth Edition, by
Render, Stair, and Hanna
Power Point slides created by Jeff Heyl
© 2009 Prentice-Hall, Inc.
© 2009 Prentice-Hall, Inc. 4 – *
Learning Objectives
Identify variables and use them in a regression model
Develop simple linear regression equations from sample data
and interpret the slope and intercept
Compute the coefficient of determination and the coefficient of
correlation and interpret their meanings
Interpret the F-test in a linear regression model
List the assumptions used in regression and use residual plots to
identify problems
After completing this chapter, students will be able to:

Learning Objectives
Develop a multiple regression model and use it to predict
Use dummy variables to model categorical data
Determine which variables should be included in a multiple
regression model
Transform a nonlinear function into a linear one for use in
regression
Understand and avoid common mistakes made in the use of
regression analysis
After completing this chapter, students will be able to:
Chapter Outline
4.1 Introduction
4.2 Scatter Diagrams
4.3 Simple Linear Regression
4.4 Measuring the Fit of the Regression Model
4.5 Using Computer Software for Regression
4.6 Assumptions of the Regression Model
Chapter Outline
4.7 Testing the Model for Significance
4.8 Multiple Regression Analysis
4.9 Binary or Dummy Variables
4.10 Model Building
4.11 Nonlinear Regression
4.12 Cautions and Pitfalls in Regression Analysis

IntroductionRegression analysis is a very valuable tool for a
managerRegression can be used toUnderstand the relationship
between variablesPredict the value of one variable based on
another variableSimple linear regression models have only two
variablesMultiple regression models have more variables
IntroductionThe variable to be predicted is called the dependent
variable Sometimes called the response variableThe value of
this variable depends on the value of the independent
variableSometimes called the explanatory or predictor variable
Independent variable
Dependent variable
Independent variable
= +
Scatter DiagramGraphing is a helpful way to investigate the
relationship between variablesA scatter diagram or scatter plot
is often used The independent variable is normally plotted on
the X axisThe dependent variable is normally plotted on the Y
axis
Triple A ConstructionTriple A Construction renovates old

homesThey have found that the dollar volume of renovation
work is dependent on the area payroll
Table 4.1TRIPLE A’S SALES
($100,000’s)LOCAL PAYROLL
($100,000,000’s) 63 84 96 54 4.52 9.55
Triple A Construction
Figure 4.1
12 –
10 –
8 –
6 –
4 –

2 –
0 –
Sales ($100,000)
Payroll ($100 million)
| | | | | | | |
0 1 2 3 4 5 6 7 8
Simple Linear Regression
where
Y = dependent variable (response)
X = independent variable (predictor or explanatory)
= intercept (value of Y when X = 0)
= slope of the regression line
e = random errorRegression models are used to test if
there is a relationship between variablesThere is some random
error that cannot be predicted
Simple Linear Regression
True values for the slope and intercept are not known so they
are estimated using sample data
where
Y = dependent variable (response)

X = independent variable (predictor or explanatory)
b0 = intercept (value of Y when X = 0)
b1 = slope of the regression line
^
Triple A ConstructionTriple A Construction is trying to predict
sales based on area payroll
Y = Sales
X = Area payrollThe line chosen in Figure 4.1 is the one that
minimizes the errors
Error = (Actual value) – (Predicted value)
Triple A ConstructionFor the simple linear regression model,
the values of the intercept and slope can be calculated using the
formulas below
Triple A ConstructionRegression calculations
Table 4.2YX(X – X)2(X – X)(Y – Y) 63(3 – 4)2 = 1(3 – 4)(6
– 7) = 1 84(4 – 4)2 = 0(4 – 4)(8 – 7) = 0 96(6 – 4)2 = 4(6
– 4)(9 – 7) = 4 54(4 – 4)2 = 0(4 – 4)(5 – 7) = 0 4.52(2 – 4)2

= 4(2 – 4)(4.5 – 7) = 5 9.55(5 – 4)2 = 1(5 – 4)(9.5 – 7) =
2.5ΣY = 42
Y = 42/6 = 7ΣX = 24
X = 24/6 = 4Σ(X – X)2 = 10Σ(X – X)(Y – Y) = 12.5

Therefore
Therefore
sales = 2 + 1.25(payroll)
If the payroll next year is $600 million
Measuring the Fit
of the Regression Model
Regression models can be developed for any variables X and
YHow do we know the model is actually helpful in predicting Y
based on X?We could just take the average error, but the
positive and negative errors would cancel each other outThree
measures of variability areSST – Total variability about the
meanSSE – Variability about the regression lineSSR – Total
variability that is explained by the model

Measuring the Fit
Sum of the squares totalSum of the squared errorSum of squares
due to regressionAn important relationship
Measuring the Fit
Table 4.3YX(Y – Y)2Y(Y – Y)2(Y – Y)263(6 – 7)2 = 12 +
1.25(3) = 5.750.06251.563 84(8 – 7)2 = 12 + 1.25(4) =
7.0010 96(9 – 7)2 = 42 + 1.25(6) = 9.500.256.2554(5 – 7)2 =
42 + 1.25(4) = 7.0040 4.52(4.5 – 7)2 = 6.252 + 1.25(2) =
4.5006.25 9.55(9.5 – 7)2 = 6.252 + 1.25(5) =
8.251.56251.563∑(Y – Y)2 = 22.5∑(Y – Y)2= 6.875∑(Y – Y)2
= 15.625Y = 7SST = 22.5SSE= 6.875SSR = 15.625

^
^
^
^
^
Measuring the Fit
Sum of the squares totalSum of the squared errorSum of squares
due to regressionAn important relationship
For Triple A Construction
SST = 22.5

SSE = 6.875
SSR = 15.625
Measuring the Fit
Figure 4.2
12 –
10 –
8 –
6 –
4 –
2 –
0 –
Sales ($100,000)
Payroll ($100 million)
| | | | | | | |
0 1 2 3 4 5 6 7 8
Y = 2 + 1.25X
^
Y – Y

Y – Y
^
Y
Y – Y
^
Coefficient of DeterminationThe proportion of the variability in
Y explained by regression equation is called the coefficient of
determinationThe coefficient of determination is r2About 69%
of the variability in Y is explained by the equation based on
payroll (X)For Triple A Construction
Correlation CoefficientThe correlation coefficient is an
expression of the strength of the linear relationshipIt will
always be between +1 and –1The correlation coefficient is rFor
Correlation Coefficient

Figure 4.3
*
*
*
*
(a) Perfect Positive
Correlation:
r = +1
X
Y
*
*
*
*
(c) No Correlation:
r = 0
X
Y
*
*
*
*
*
*
*
*
*
*
(d) Perfect Negative Correlation:

r = –1
X
Y
*
*
*
*
*
*
*
*
*
(b) Positive
Correlation:
0 < r < 1
X
Y
*
*
*
*
*
*
*
Using Computer Software for Regression
Program 4.1A

Program 4.1B
Program 4.1C
Program 4.1D
Program 4.1D
Correlation coefficient is called Multiple R in Excel
Assumptions of the Regression Model
Errors are independent
Errors are normally distributed
Errors have a mean of zero
Errors have a constant varianceIf we make certain assumptions
about the errors in a regression model, we can perform
statistical tests to determine if the model is useful A plot of the
residuals (errors) will often highlight any glaring violations of
the assumption

Residual Plots
A random plot of residuals
Figure 4.4A
Error
X

Residual Plots
Nonconstant error variance
Figure 4.4B
Error
X

Residual Plots
Nonlinear relationship
Figure 4.4C
Error
X

Estimating the VarianceErrors are assumed to have a constant
estimated using the mean squared error (MSE), s2
where
n = number of observations in the sample
k = number of independent variables

Estimating the VarianceFor Triple A ConstructionWe can
estimate the standard deviation, sThis is also called the standard
error of the estimate or the standard deviation of the regression
Testing the Model for SignificanceWhen the sample size is too
small, you can get good values for MSE and r2 even if there is
no relationship between the variablesTesting the model for
significance helps determine if the values are meaningfulWe do
this by performing a statistical hypothesis test
Testing the Model for SignificanceWe start with the general
hesis is that there is no
relationship between X and YThe alternate hypothesis is that
be rejected, we have proven there is a relationshipWe use the F
statistic for this test
Testing the Model for SignificanceThe F statistic is based on
the MSE and MSR
where
k = number of independent variables in the modelThe F

statistic is This describes an F distribution with
degrees of freedom for the numerator = df1 = k
degrees of freedom for the denominator = df2 = n – k
– 1
Testing the Model for SignificanceIf there is very little error,
the MSE would be small and the F-statistic would be large
indicating the model is usefulIf the F-statistic is large, the
significance level (p-value) will be low, indicating it is unlikely
this would have occurred by chanceSo when the F-value is
large, we can reject the null hypothesis and accept that there is
a linear relationship between X and Y and the values of the
MSE and r2 are meaningful
Steps in a Hypothesis Test
Specify null and alternative hypotheses
and 0.05
Calculate the value of the test statistic using the formula
Steps in a Hypothesis Test
Make a decision using one of the following methodsReject the
null hypothesis if the test statistic is greater than the F-value
from the table in Appendix D. Otherwise, do not reject the null

hypothesis:Reject the null hypothesis if the observed
significance level, or p-value, is less than the level of
Step 1.
(no linear relationship between X and Y)
(linear relationship exists between X and
Y)
Step 2.
Step 3.
Calculate the value of the test statistic
Step 4.
Reject the null hypothesis if the test statistic is greater
than the F-value in Appendix D
df1 = k = 1
df2 = n – k – 1 = 6 – 1 – 1 = 4
The value of F associated with a 5% level of significance
and with degrees of freedom 1 and 4 is found in Appendix D
F0.05,1,4 = 7.71
Fcalculated = 9.09
Reject H0 because 9.09 > 7.71

Figure 4.5We can conclude there is a statistically significant
relationship between X and YThe r2 value of 0.69 means about
69% of the variability in sales (Y) is explained by local payroll
(X)
F = 7.71
0.05
9.09
Analysis of Variance (ANOVA) TableWhen software is used to
develop a regression model, an ANOVA table is typically
created that shows the observed significance level (p-value) for
the calculated F value This can be compared to the level of
Table 4.4DFSSMSFSIGNIFICANCERegressionkSSRMSR =
SSR/kMSR/MSEP(F > MSR/MSE)Residualn - k - 1SSEMSE =
SSE/(n - k - 1)Totaln - 1 SST

ANOVA for Triple A ConstructionBecause this probability is
less than 0.05, we reject the null hypothesis of no linear
relationship and conclude there is a linear relationship between
X and Y
Program 4.1D (partial)
P(F > 9.0909) = 0.0394
Multiple Regression Analysis
Multiple regression models are extensions to the simple linear
model and allow the creation of models with several
independent variables
where
Y = dependent variable (response variable)
Xi = ith independent variable (predictor or explanatory
variable)
intercept (value of Y when all Xi = 0)
coefficient of the ith independent variable
k = number of independent variables
random error

Multiple Regression Analysis
To estimate these values, a sample is taken the following
equation developed
where
= predicted value of Y
b0 =
bi = sample coefficient of the ith variable (and is an
Jenny Wilson RealtyJenny Wilson wants to develop a model to
determine the suggested listing price for houses based on the
size and age of the houseShe selects a sample of houses that
have sold recently and records the data shown in Table 4.5
where
= predicted value of dependent variable (selling price)
b0 = Y intercept
X1 and X2 = value of the two independent variables
(square footage and age) respectively
b1 and b2 = slopes for X1 and X2 respectively
Jenny Wilson Realty
Table 4.5SELLING PRICE ($)SQUARE
FOOTAGEAGECONDITION 95,0001,92630Good
119,0002,06940Excellent 124,8001,72030Excellent

135,0001,39615Good 142,0001,70632Mint
145,0001,84738Mint 159,0001,95027Mint
165,0002,32330Excellent 182,0002,28526Mint
183,0003,75235Good 200,0002,30018Good
211,0002,52517Good 215,0003,80040Excellent
219,0001,74012Mint

Jenny Wilson Realty
Program 4.2
Evaluating Multiple Regression Models
Evaluation is similar to simple linear regression modelsThe p-
value for the F-test and r2 are interpreted the sameThe
hypothesis is different because there is more than one
independent variableThe F-test is investigating whether all the
coefficients are equal to 0
Evaluating Multiple Regression Models
To determine which independent variables are significant, tests
are performed for each variable The test statistic is calculated
and if the p-
the null hypothesis is rejected

Jenny Wilson RealtyThe model is statistically significantThe p-
value for the F-test is 0.002r2 = 0.6719 so the model explains
about 67% of the variation in selling price (Y)But the F-test is
for the entire model and we can’t tell if one or both of the
independent variables are significantBy calculating the p-value
of each variable, we can assess the significance of the
individual variablesSince the p-value for X1 (square footage)
and X2 (age) are both less than the significance level of 0.05,
both null hypotheses can be rejected
Binary or Dummy Variables
Binary (or dummy or indicator) variables are special variables
created for qualitative dataA dummy variable is assigned a
value of 1 if a particular condition is met and a value of 0
otherwiseThe number of dummy variables must equal one less
than the number of categories of the qualitative variable
Jenny Wilson RealtyJenny believes a better model can be
developed if she includes information about the condition of the
property
X3 = 1 if house is in excellent condition
= 0 otherwise
X4 = 1 if house is in mint condition
= 0 otherwiseTwo dummy variables are used to describe
the three categories of conditionNo variable is needed for
“good” condition since if both X3 and X4 = 0, the house must
be in good condition

Jenny Wilson Realty
Program 4.3
Jenny Wilson Realty
Program 4.3
Model explains about 90% of the variation in selling price
F-value indicates significance
Low p-values indicate each variable is significant
Model Building
The best model is a statistically significant model with a high r2
and few variablesAs more variables are added to the model, the
r2-value usually increasesFor this reason, the adjusted r2 value
is often used to determine the usefulness of an additional
variableThe adjusted r2 takes into account the number of
independent variables in the model

Model Building
As the number of variables increases, the adjusted r2 gets
smaller unless the increase due to the new variable is large
enough to offset the change in kThe formula for r2 The formula
for adjusted r2
Model Building
In general, if a new variable increases the adjusted r2, it should
probably be included in the modelIn some cases, variables
contain duplicate informationWhen two independent variables
are correlated, they are said to be collinearWhen more than two
independent variables are correlated, multicollinearity
existsWhen multicollinearity is present, hypothesis tests for the
individual coefficients are not valid but the model may still be
useful
Nonlinear RegressionIn some situations, variables are not
linearTransformations may be used to turn a nonlinear model
into a linear model
*
*
*
*
*
*
*
*
*

Linear relationship
Nonlinear relationship
*
*
*
*
*
*
*
*
*
*
*
Colonel MotorsThe engineers want to use regression analysis to
improve fuel efficiencyThey have been asked to study the
impact of weight on miles per gallon (MPG)
Table 4.6MPGWEIGHT (1,000 LBS.)MPGWEIGHT (1,000
LBS.)124.58203.18134.66232.68154.02242.65182.53331.70193.
09361.95193.11421.92

Colonel Motors
Figure 4.6A
Linear model
| | | | |
1.00 2.00 3.00 4.00 5.00
MPG
45 –
40 –
35 –
30 –
25 –
20 –
15 –
10 –
5 –
0 –
Weight (1,000 lb.)

Colonel Motors
Program 4.4A useful model with a small F-test for significance
and a good r2 value
Colonel Motors
Figure 4.6B
Nonlinear model
| | | | |
1.00 2.00 3.00 4.00 5.00
MPG
45 –
40 –
35 –
30 –
25 –
20 –
15 –
10 –

5 –
0 –
Weight (1,000 lb.)
Colonel MotorsThe nonlinear model is a quadratic modelThe
easiest way to work with this model is to develop a new
variableThis gives us a model that can be solved with linear
regression software
Colonel Motors
Program 4.5A better model with a smaller F-test for
significance and a larger adjusted r2 value
Cautions and PitfallsIf the assumptions are not met, the

statistical test may not be validCorrelation does not necessarily
mean causationMulticollinearity makes interpreting coefficients
problematic, but the model may still be goodUsing a regression
model beyond the range of X is questionable, the relationship
may not hold outside the sample data
Cautions and Pitfallst-tests for the intercept (b0) may be
ignored as this point is often outside the range of the modelA
linear relationship may not be the best relationship, even if the
F-test returns an acceptable valueA nonlinear relationship can
exist even if a linear relationship does notJust because a
relationship is statistically significant doesn't mean it has any
practical value
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1. Discuss what is, and what is not, included in calculating
GDP.
2. Why does investment spending not equal saving in the
circular flow?
3. Why does the consumer price index exaggerate the inflation
rate?
4. Discuss the limitations of national income accounting.
5. Why do total leakages and total injections have to be equal?
1. What is the difference between anticipated and unanticipated
inflation? How do they differ in their effects on economic
agents? Does inflation have no effects on the economy if it is
anticipated? Explain
2. What is meant by "quality of labor”? How does improvement
in the quality of labor affect economic growth?
3. Explain how the law of diminishing marginal returns is
related to the per-worker production function.
4. What is meant by industrial policy? Discuss the strengths and
weaknesses of an industrial policy.
5. Describe the four types of unemployment. How do the four
types differ in their effects on the economy and on the
unemployed?

Instructions: I need each question (10 questions) answered in 75
words or greater. I need the book that is being used to be quoted
within and I need the reference for the book in APA format. The
book being used is ECON MACRO 3 by William A. McEachern.
Assignment due date is Tuesday (3/12) at midnight but I need
these back Tuesday (3/12) by 4:00pm so that I have time to read
over and submit them. 4:00 EST. This does not have to be
written in any certain form. Just type the answer underneath the
question and send it that way. Thanks so much!
cleaned dataFiscal
YearFiscal
QuarterCompany
NameAssetsCost of Goods SoldLong-Term
DebtInventoriesGross fixed assets (including Property Plant and
Equipment)SalesMarket ValueAccount PayableInventory
turnoverGross Margincapital intensityTrade Credit
Ratio20101AAR
CORP1532.733334.392331.099520.001355.412404.393609.2237
130.1120.657666153717.31%40.60%32.17%20102AAR
CORP1557.227379.795330.637524.548369.348454.858974.4917
129.7890.727194224516.50%41.32%28.53%20103AAR
CORP1655.991379.242330.206523.464420.67458.0351084.5592
200.6560.723735987817.20%44.56%43.81%20104AAR
CORP1703.727399.272329.802507.274417.764487.8261049.820
6185.0960.774730338818.15%45.16%37.94%20101ACETO
CORP203.31858.181054.3334.18470.609164.03722.631.070143
008217.60%7.15%32.05%20102ACETO
CORP215.04558.656069.7764.08670.91130.212634.4320.94523
3625317.28%5.53%48.56%20103ACETO
CORP226.39482.812069.4087.05599.347153.059636.0911.1899
64363716.64%9.23%36.33%20104ACETO
CORP231.85189.1720.5574.8576.913105.765145.62839.971.23
6225002615.69%8.45%37.79%20101AMPAL-AMERICAN
ISRAEL

CORP1261.56118.452674.09825.506197.162121.696156.052515
4.7624.38207983432.67%88.55%127.17%20102AMPAL-
AMERICAN ISRAEL
CORP1217.889117.309641.62929.473192.23119.6588.6917150.
6824.26741119341.96%86.71%125.94%20103AMPAL-
AMERICAN ISRAEL
CORP1378.765120.239761.72340.389248.329123.21689.814415
2.3453.44218602392.42%86.01%123.64%20104AMPAL-
AMERICAN ISRAEL
CORP1397.675142.888586.88734.81196.361139.468129.669555
.5163.8002633014-2.45%84.94%39.81%20101ANDERSONS
INC1209.582654.748287.851374.893307.88721.998616.93685.1
571.67296847739.31%45.09%11.79%20102ANDERSONS
INC1155.445715.545281.74237.994313.496810.999600.568576.
9222.334998131811.77%56.85%9.48%20103ANDERSONS
INC1362.531645.716264.349432.448316.878706.825698.49713
1.1381.92623970468.65%42.29%18.55%20104ANDERSONS
INC1699.391062.203276.825647.189319.5151153.969670.1486
274.5961.96770395987.95%33.05%23.80%20101ARDEN
GROUP INC -CL
A121.59963.1371.22814.91339.909104.777335.951113.1243.97
250448339.74%72.80%12.53%20102ARDEN GROUP INC -CL
A119.40561.711.22814.65139.76101.96277.757112.2814.17467
A123.4860.8181.22816.36838.92100.308260.782512.4993.9213
A127.88466.5341.22818.17638.247110.02260.782512.793.8521
3061639.53%67.79%11.63%20101ARROW ELECTRONICS
INC7454.5323697.4331262.841476.648466.4664235.3663627.8
3282460.4942.572739392612.70%24.01%58.09%20102ARROW
ELECTRONICS
INC7988.014024.8311262.8651805.779475.814613.3072633.21
3028.4032.45235065412.76%20.85%65.64%20103ARROW
ELECTRONICS
INC8708.8854049.0471627.5012013.711496.5224657.8413095.
28053072.8312.12020295913.07%19.78%65.97%20104ARROW

ELECTRONICS
INC9600.5384554.7581761.2031908.953505.545238.1623926.6
5983644.9882.322277921313.05%20.94%69.59%20101AVNET
INC6707.6643839.651957.2791567.742306.3084355.0363928.3
2612293.1492.577382021211.83%16.34%52.66%20102AVNET
INC7315.2474267.154938.7561698.349302.2914834.5244563.0
5722735.0972.613003740611.74%15.11%56.57%20103AVNET
INC7157.7914159.042937.5181747.72302.5974756.7864553.79
2534.6052.413789160912.57%14.76%53.28%20104AVNET
INC7782.3824553.4651243.6811812.766302.5835213.8263660.
7662862.292.557777224812.67%14.30%54.90%20101APPLIED
INDUSTRIAL TECH
INC810.505322.29925226.02860.994437.743895.554778.8761.3
4090672726.37%21.25%18.02%20102APPLIED INDUSTRIAL
TECH
INC826.14329.3480201.87259.845446.253934.796982.3541.539
TECH
INC866.707355.7850174.3358.2486.1411051.478197.4211.8914
TECH
INC891.52370.0540173.25358.471523.0711072.960394.5292.12
9298613629.25%25.23%18.07%20101BEST BUY CO
INC1795677511093633539821078717747.619558601.31139497
528.14%38.60%54.32%20102BEST BUY CO
INC1736281831088634639151133912648.945855731.29059222
4627.83%38.15%49.15%20103BEST BUY CO
INC22352865711011006439941189016834.542298581.0550883
60827.19%28.41%82.91%20104BEST BUY CO
INC1784912042711589738231625612657.101648941.50892801
225.92%39.33%30.11%20101OFFICEMAX
INC4031.7241385.3731743.719725.715407.8251917.2541392.6
295634.851.809335617127.74%35.98%33.11%20102OFFICEM
AX
INC3995.7271199.9161742.694762.11395.8051653.1741110.28
28621.3431.612980021227.42%34.18%37.58%20103OFFICEM

AX
INC4079.3081318.2961741.337764.047395.691813.3661112.99
03639.4791.72760207527.30%34.12%35.26%20104OFFICEMA
X
INC4078.9291295.8341740.435846.463397.2891766.2131505.5
266686.1061.609221923526.63%31.94%38.85%20101CACHE
INC105.47731.8351.0319.30630.00548.5570.368210.4591.7732
9062834.43%60.85%21.54%20102CACHE
INC103.02731.6420.6320.40828.20456.57572.53937.5471.5934
93478444.07%58.02%13.34%20103CACHE
INC98.22829.6220.47619.24326.83645.52465.24438.9491.4941
36339634.93%58.24%19.66%20104CACHE
INC85.9934.5630.31915.78924.75355.8756.03288.2731.973224
480538.14%61.06%14.81%20101CARDINAL HEALTH
INC20434.723805.62103.56861.91438.624780.7971510047.13.3
9900338393.93%17.33%40.54%20102CARDINAL HEALTH
INC20821.523902.52099.279611423.224919.711648.31210543.
13.2250774144.08%15.17%42.31%20103CARDINAL HEALTH
INC21270.223264.11875.67214.91406.124342.813032.0511076
6.63.06592689734.43%16.31%44.23%20104CARDINAL
HEALTH
INC19990.223495.51896.16355.91468.824459.611978.6049494.
93.46265511243.94%18.77%38.82%20101CASEYS GENERAL
STORES
INC1446.4511128.056109.853123.2741030.5171362.0271447.6
86164.0659.088979756317.18%89.32%12.05%20102CASEYS
GENERAL STORES
INC1503.5031122.142679.159122.3481075.3641349.5191572.6
193174.2329.137145695416.85%89.78%12.91%20103CASEYS
GENERAL STORES
INC1534.2551171.668678.864134.7211171.5861374.1991612.5
38159.2529.115591533814.74%89.69%11.59%20104CASEYS
GENERAL STORES
INC1610.9551332.307678.68159.21217.3051549.4951481.8522
15.6759.065748959814.02%88.43%13.92%20101CASTLE (A
M) &

CO565.27197.94765.903161.41381.332222.996299.518988.452
1.191113598311.23%33.51%39.67%20102CASTLE (A M) &
CO569.074208.69167.062168.53578.871240.132318.858896.25
71.264993271713.09%31.88%40.09%20103CASTLE (A M) &
CO569.89212.83468.437161.7877.616244.938304.140589.2561.
288672933413.11%32.42%36.44%20104CASTLE (A M) &
CO529.352204.761.127130.91776.715235.64423.172371.7641.3
98716078413.13%36.95%30.45%20101CATO CORP -CL
A491.989149.860106.71101.469261.963702.71586.2671.330090
796942.79%48.74%32.93%20102CATO CORP -CL
A493.573141.404095.72100.869234.701686.294479.8021.39706
5652339.75%51.31%34.00%20103CATO CORP -CL
A504.796127.1370120.557100.367200.975780.380887.221.1756
86735136.74%45.43%43.40%20104CATO CORP -CL
A522.092144.8610132.0299.773227.046721.0289105.5261.1470
64063636.20%43.04%46.48%20101COAST DISTRIBUTION
SYSTEMS51.47818.9912.80425.2472.06924.10218.64654.9910.
787444020621.21%7.57%20.71%20102COAST
DISTRIBUTION
SYSTEMS54.927.72813.27529.7761.97634.64717.9166.8051.00
7869436419.97%6.22%19.64%20103COAST DISTRIBUTION
SYSTEMS49.54926.1939.44127.1731.85232.24516.58714.4180.
919875678218.77%6.38%13.70%20104COAST
DISTRIBUTION
SYSTEMS47.78215.32110.11325.9121.70717.60618.03423.375
0.577225204912.98%6.18%19.17%20101CCOM GROUP
INC24.96311.462.19511.9871.23515.8981.39657.1790.9722163
30927.92%9.34%45.16%20102CCOM GROUP
INC26.39515.782.26311.1751.23721.5011.02416.7481.3625766
34126.61%9.97%31.38%20103CCOM GROUP
INC26.42315.9791.19411.7631.15422.0031.29787.7211.393233
93527.38%8.93%35.09%20104CCOM GROUP
INC24.31814.8331.88610.7811.12720.6541.95516.5141.315915
542928.18%9.46%31.54%20101COMMERCIAL
METALS3619.7821250.81177.227663.2081381.0631402.25817
92.8204325.6041.864432170210.80%67.56%23.22%20102COM

MERCIAL
METALS3534.8481269.1481187.476662.6631319.7831322.443
1871.5844379.5621.91443662324.03%66.57%28.70%20103CO
MMERCIAL
METALS3564.51605.2331175.834652.9921253.0921765.15417
79.5109507.1962.44020354889.06%65.74%28.73%20104COM
MERCIAL
METALS3706.1531616.951197.282674.681232.2681816.24714
88.5115504.3882.435767267810.97%64.62%27.77%20101PIZZ
A INN HOLDINGS
INC7.7098.5110.6451.3592.211013.45851.7426.235164835214.
89%61.92%17.42%20102PIZZA INN HOLDINGS
INC8.418.7990.6591.6862.21410.41112.81761.985.7793103448
15.48%56.77%19.02%20103PIZZA INN HOLDINGS
INC8.7228.5930.221.5632.13910.17916.42261.7065.289627577
715.58%57.78%16.76%20104PIZZA INN HOLDINGS
INC8.4588.7130.221.4892.16710.2814.82041.7835.7096985583
15.24%59.27%17.34%20101TARGET
CORP4332310692147947249252121559342021.24361501.4821
18103731.43%77.67%39.44%20102TARGET
CORP4365510507157377728254011553137083.83262281.4030
84729932.35%76.67%40.10%20103TARGET
CORP4494910761156809550255901560536768.32677611.2456
30281331.04%72.82%49.73%20104TARGET
CORP4370514625156077596254932066138602.403566251.705
937244829.21%77.04%32.07%20101ALLIANCE ONE INTL
INC2193.086403.844765.6841044.406198.24490.956318.06821
23.6310.432253192717.74%15.95%25.18%20102ALLIANCE
ONE INTL
INC2076.493482.849742.4681008.277214.206559.249361.3986
60.4770.470456470913.66%17.52%10.81%20103ALLIANCE
ONE INTL
INC1856.35454.662762.617819.983225.711522.144369.240469.
9690.49737127112.92%21.58%13.40%20104ALLIANCE ONE
INTL
INC1808.33447.18884.371800.365237.088521.713350.081786.1

030.551955505914.29%22.85%16.50%20101DILLARDS INC -
CL
A4647.043914.261969.1321453.5512717.9771475.9911924.884
793.3930.663895657338.06%65.16%53.75%20102DILLARDS
INC -CL
A4413.68930.436956.3531328.2282697.6911414.2541529.0912
701.6950.668950337234.21%67.01%49.62%20103DILLARDS
INC -CL
A4712.091857.474909.6251708.5042649.7181367.3561585.038
31049.2310.564734721437.29%60.80%76.73%20104DILLARD
S INC -CL
A4374.1661273.892908.6291290.1472595.5141958.062382.286
4491.5360.849643389634.94%66.80%25.10%20101DOLLAR
GENERAL
CORP8977.0762048.3063399.8871604.7541360.8683111.31497
42.2272789.2741.311196121334.17%45.89%25.37%20102DOL
LAR GENERAL
CORP9179.4742115.2723350.8071738.4391377.633214.155995
1.1679941.7421.265420213634.19%44.21%29.30%20103DOLL
AR GENERAL
CORP9349.5742149.1763286.9071885.7531414.73223.4279615.
4962971.5381.186016634933.33%42.86%30.14%20104DOLLA
R GENERAL
CORP9546.2222290.7633287.071765.4331524.5753486.104949
7.3097953.6411.254804877134.29%46.34%27.36%20101ASCE
NA RETAIL GROUP
INC1145.044240.29225.708181.136278.803404.0891099.33531
12.971.281164442940.53%60.62%27.96%20102ASCENA
RETAIL GROUP
INC1638.386361.61725.351242.458482.175594.121726.635512
6.2931.707375458639.13%66.54%21.26%20103ASCENA
RETAIL GROUP
INC1623.776373.87424.985263.985479.636665.4972210.48141
52.2011.476470204943.82%64.50%22.87%20104ASCENA
RETAIL GROUP
INC1654.119419.48424.617320.345478.086710.8651939.91331

78.7221.435777728340.99%59.88%25.14%20101ALCO
STORES
INC191.43574.97832.819137.89231.46108.09464.723826.4520.
538892502530.64%18.58%24.47%20102ALCO STORES
INC199.35276.9938.161140.27437.229113.05154.129929.9790.
553554352431.90%20.97%26.52%20103ALCO STORES
INC239.25872.05762.606177.33537.364105.2349.600246.0110.
453746587831.52%17.40%43.72%20104ALCO STORES
INC212.71196.31156.955151.07940.091136.19751.021825.9690
.586521890129.29%20.97%19.07%20101EDUCATIONAL
DEVELOPMENT
CORP18.1432.320.07410.32.1156.29623.11441.5410.21496409
5463.15%17.04%24.48%20102EDUCATIONAL
DEVELOPMENT
CORP18.8962.3640.07510.1652.0895.7522.15592.2940.231028
585458.89%17.05%39.90%20103EDUCATIONAL
DEVELOPMENT
CORP20.5913.4780.0759.5192.0689.48523.84352.8010.353383
458663.33%17.85%29.53%20104EDUCATIONAL
DEVELOPMENT
CORP18.7052.123010.012.0425.71325.3892.4080.21742024686
2.84%16.94%42.15%20101FAMILY DOLLAR
STORES2760.6111164.6842501027.5141050.8411822.9064221.
7907501.031.152404553336.11%50.56%27.49%20102FAMILY
DOLLAR
STORES2850.6631349.399250935.3051053.6222090.234463.34
91584.9441.374960197635.44%52.97%27.98%20103FAMILY
DOLLAR
STORES2801.6161266.761250986.0611064.5371996.9895424.9
791539.6581.318604576136.57%51.91%27.02%20104FAMILY
DOLLAR
STORES2982.0571278.1272501028.0221111.9661956.8465582.
0839676.9751.269189998634.68%51.96%34.60%20101MACY'S
INC20636337875034921929455749792.7241370.708473154439.
40%65.38%74.22%20102MACY'S
INC20438321474934633907055377874.0338080.672807201241.

95%66.19%68.77%20103MACY'S
INC216823377698265308915562310012.4155430.60503448893
9.94%57.72%98.58%20104MACY'S
INC20631485569714758881382699800.344219800.8602055284
1.29%64.94%23.94%20101FOSTER (LB)
CO325.05867.76913.152105.93436.83582.002294.215853.2650.
661432001417.36%25.80%64.96%20102FOSTER (LB)
CO340.16297.0513.04794.16436.226119.504265.576340.1110.9
7003468318.79%27.78%33.56%20103FOSTER (LB)
CO354.133103.3692.70294.68835.453125.561296.519243.5491.
094709084417.67%27.24%34.68%20104FOSTER (LB)
CO378.716125.0342.39990.36746.336147.983420.740445.5331.
35131717615.51%33.90%30.77%20101GAP
INC79451762015342585332916494.9110521.170375290647.07
%62.76%31.60%20102GAP
INC73081837016322565331711409.311411.160454832644.62%
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INC77281989021602587365411710.1614381.049050632945.57
%54.50%39.35%20104GAP
INC70652539016202563436411330.7610491.343386243441.82
%61.27%24.04%20101GENUINE PARTS
CO5168.7621841.645002211.457477.2692602.1156707.3741118
5.1770.832279411329.23%17.75%45.55%20102GENUINE
PARTS
CO5219.362024.8765002164.548469.152847.1866217.83291286
.6810.925445012128.88%17.81%45.19%20103GENUINE
PARTS
CO5413.772097.5295002182.413478.4362950.567024.48571371
.7180.965055357128.91%17.98%46.49%20104GENUINE
PARTS
CO5465.0441990.62502224.717484.132807.7288093.03221374.
930.903354337229.10%17.87%48.97%20101GRAINGER (W
W)
INC3810.775930.763425852.521939.4381672.3547881.5155314
.0391.068491562444.34%52.43%18.78%20102GRAINGER (W
W)

INC3731.9281000.558412.711867.303934.6551783.6967056.97
2347.5051.163558596743.91%51.87%19.48%20103GRAINGER
(W W)
INC3789.2371072.366427.495935.219942.3541899.4128225.85
57402.5681.189850664843.54%50.19%21.19%20104GRAINGE
R (W W)
INC3904.3771023.109420.446991.577963.6721826.6969581.79
56344.2951.061979576543.99%49.29%18.85%20101HAVERTY
FURNITURE364.4270.4666.71893.651172.62156.25353.290316
.5010.75384055854.90%64.83%10.56%20102HAVERTY
FURNITURE367.70166.5776.60989.002170.608145.259268.532
418.0070.728999797454.17%65.72%12.40%20103HAVERTY
FURNITURE374.1672.3988.72788.184172.547157.305238.7869
21.1790.81719774753.98%66.18%13.46%20104HAVERTY
FURNITURE370.23975.2648.57491.938175.511162.234283.401
818.0880.835700247653.61%65.62%11.15%20101HAWKINS
INC161.64554.494025.84448.48874.665246.892215.1082.31048
7375727.02%65.23%20.23%20102HAWKINS
INC170.98350.955024.77148.94370.399363.373814.1672.01343
4752527.62%66.40%20.12%20103HAWKINS
INC171.73455.213024.41449.68270.62455.499614.5132.245115
380721.82%67.05%20.55%20104HAWKINS
INC185.00567.629029.21762.39581.957423.411623.352.522011
523217.48%68.11%28.49%20101HOME DEPOT
INC4361911069767611479254041686359397.7870511.0217381
27134.36%68.88%41.81%20102HOME DEPOT
INC4253512828772710759251901941047497.6659191.1537008
72433.91%70.07%30.49%20103HOME DEPOT
INC4174110913875210993250501659850737.857141.00340198
634.25%69.50%34.43%20104HOME DEPOT
INC401259883870710625250601512659677.7147170.91433065
0434.66%70.23%31.18%20101HUTTIG BUILDING
PRODUCTS
INC146.983.44251.920.2103.519.53335.91.719587628919.42%2
8.02%34.69%20102HUTTIG BUILDING PRODUCTS
INC164.1108.252.561.519.7133.931.214743.51.908289241619.1

9%24.26%32.49%20103HUTTIG BUILDING PRODUCTS
INC147.9103.351.153.719.2127.220.563232.91.793402777818.7
9%26.34%25.86%20104HUTTIG BUILDING PRODUCTS
INC126.18441.946.217.9103.121.671326.11.681681681718.53%
27.93%25.32%20101ANIXTER INTL
INC2678.4974.3705943.185.21272.61588.1213602.21.04656533
6523.44%8.29%47.32%20102ANIXTER INTL
INC2778.4975.2686.6957.684.61270.51447.9314663.61.026148
261223.24%8.12%52.23%20103ANIXTER INTL
INC2827.11027.3650.7981.285.41344.91841.7069675.11.05972
7666623.62%8.01%50.20%20104ANIXTER INTL
INC2933.31056.3688.81002.784.61386.52050.1128648.71.0648
72221423.82%7.78%46.79%20101SEARS HOLDINGS
CORP2541772161391931675911004613897.15537340.8008434
60428.17%44.90%37.17%20102SEARS HOLDINGS
CORP248337635137894307485104587859.736730.8145737757
26.99%44.25%35.12%20103SEARS HOLDINGS
CORP260457121257011226744896787917.846160.6894848954
26.42%39.88%47.70%20104SEARS HOLDINGS
CORP242689476266391237365131448215.3331010.931347977
827.91%44.67%23.59%20101KAMAN
CORP784.41199.53981.75301.67281.223276.772647.583983.64
0.679935597627.90%21.21%30.22%20102KAMAN
CORP836.319228.84895.7306.76583.481317.087573.814995.31
0.752248794927.83%21.39%30.06%20103KAMAN
CORP860.111257.972100.55308.01686.917359.545680.9358101
.250.839232181928.25%22.01%28.16%20104KAMAN
CORP895.757251.863140.443316.89989.719365.109756.575895
.4160.806071225731.02%22.06%26.13%20101KROGER
CO228811915569974772139762473814227.239633.9600992351
22.57%74.55%16.02%20102KROGER
CO232761455172774650140031876013428.1238513.088728507
722.44%75.07%20.53%20103KROGER
CO23755145507261525614106186671390441792.93761356752
2.05%72.85%22.39%20104KROGER
CO23505155487304496614147198851326842273.04206613192

1.81%74.02%21.26%20101LIMITED BRANDS
INC65921140.2782523109816771931.5368707.7224851.068176
112440.97%60.43%25.11%20102LIMITED BRANDS
INC67221368.0232532108316412242.518281.725591.25449151
7739.00%60.24%24.93%20103LIMITED BRANDS
INC68911172.082519145616331983.3719434.196870.92326112
6440.90%52.87%34.64%20104LIMITED BRANDS
INC64511908.1082507103216103455.869386.045451.53384887
4644.79%60.94%15.77%20101LOWE'S COMPANIES
INC37414803055319899223791238839134.1670620.884945999
635.18%69.33%57.01%20102LOWE'S COMPANIES
INC34633935455338653222741436129513.0248881.008408796
934.87%72.02%34.04%20103LOWE'S COMPANIES
INC34341752555398543221801158629747.9649590.875203535
735.05%72.19%42.80%20104LOWE'S COMPANIES
INC33699675465378321220891048033579.243510.8009962049
35.55%72.64%41.52%20101MCKESSON
CORP2739925989227894298642745017528.76132962.7545310
0165.32%8.39%48.44%20102MCKESSON
CORP2679225978227987638602753415630.34128342.8559806
5085.65%8.94%46.61%20103MCKESSON
CORP3039626672230595479342824717876.52135812.9133806
6635.58%8.91%48.08%20104MCKESSON
CORP3088626958358792259912885319920.6140902.87215001
076.57%9.70%48.83%20101CVS CAREMARK
CORP612841865684541027580442376050123.7640431.809680
861421.48%43.91%17.02%20102CVS CAREMARK
CORP615241834694541038982482371839757.9238671.775648
470822.65%44.26%16.30%20103CVS CAREMARK
CORP617131832686531058583562371142736.2641621.747496
900922.71%44.12%17.55%20104CVS CAREMARK
CORP621691876286521069583222458947391.5140261.763345
864723.70%43.76%16.37%20101ENVIROSTAR
INC10.372.75803.0650.2053.6287.31540.9720.909030982223.9
8%6.27%26.79%20102ENVIROSTAR
INC9.5334.58502.3630.1896.1228.22910.6611.689388356725.1

1%7.41%10.80%20103ENVIROSTAR
INC9.592.90502.3030.1814.0958.51110.7521.245177882629.06
%7.29%18.36%20104ENVIROSTAR
INC9.7314.34601.8230.1755.787.94840.8132.106640814324.81
%8.76%14.07%20101NASH FINCH
CO1026.011087.873306.384325.036211.391179.693422.408524
7.6953.56399810647.78%39.41%21.00%20102NASH FINCH
CO1003.4561060.28290.58312.935211.1431154.617423.344923
4.1033.32391284248.17%40.29%20.28%20103NASH FINCH
CO1092.141388.926318.771341.405238.7421510.881517.62672
81.574.24527309968.07%41.15%18.64%20104NASH FINCH
CO1050.6751054.112311.186333.146240.0661146.788514.7111
230.0823.12537376718.08%41.88%20.06%20101NEWPARK
RESOURCES605.788126.807110.666105.359220.298160.79846
7.14561.6131.148333288121.14%67.65%38.32%20102NEWPA
RK
RESOURCES643.458138.712104.588116.47215.336181.352543
.786176.1831.250620973823.51%64.90%42.01%20103NEWPA
RK
RESOURCES633.783138.1486.549117.629212.382179.278759.
393668.5841.180184451922.95%64.36%38.26%20104NEWPAR
K
RESOURCES737.342146.251172.987123.028212.655194.52655
6.716266.3161.215431090724.82%63.35%34.09%20101NORDS
TROM
INC6956116427561067226220879047.1379081.184732824444.2
3%67.95%43.51%20102NORDSTROM
INC7296148227941055227925157449.410501.39679547641.07
%68.36%41.75%20103NORDSTROM
INC7382124928061307230021828418.28610541.057578323542.
76%63.76%48.30%20104NORDSTROM
INC746216752775977231829168977.248461.466725043842.56
%70.35%29.01%20101OMNICARE
INC7323.7061139.6451995.086369.847209.0681492.3713400.4
297223.4383.087113516623.64%36.11%14.97%20102OMNICA
RE

INC7405.3481152.7172187.378361.182205.1021491.4252800.4
394219.473.153683369622.71%36.22%14.72%20103OMNICAR
E
INC7348.0441171.4582206.073388.927207.7061516.2072776.7
903217.7523.123434060922.74%34.81%14.36%20104OMNICA
RE
INC7363.4131184.5242106.758418.968208.2981530.6672961.0
58233.7652.932371162122.61%33.21%15.27%20101OWENS &
MINOR
INC1749.351772.669208.152669.99686.9641969.671954.22515
42.1632.607086628610.00%11.49%27.53%20102OWENS &
MINOR
INC1804.7441820.953207.902712.07892.5652019.8931800.994
8578.6272.63510202789.85%11.50%28.65%20103OWENS &
MINOR
INC1841.3391859.925208.576733.29693.7142063.8791806.043
1586.2852.57362454299.88%11.33%28.41%20104OWENS &
MINOR
INC1822.0391862.336209.096720.116101.5452070.1661866.83
32531.7352.56270899110.04%12.36%25.69%20101PARK
OHIO HOLDINGS
CORP515.257158.195318.798173.2973.375191.701102.93186.6
0.890221324317.48%29.75%45.17%20102PARK OHIO
HOLDINGS
CORP504.021160.736305.697169.11570.229198.303169.024983
.6920.938864794618.94%29.34%42.20%20103PARK OHIO
HOLDINGS
CORP547.949164.338310.242193.02171.853202.986157.139597
.4760.907603773219.04%27.13%48.02%20104PARK OHIO
HOLDINGS
CORP552.532179.024302.457192.54268.783220.532247.532695
.6950.928636824618.82%26.32%43.39%20101PENNEY (J C)
CO12081229929993214530739296892.87113030.737095222841
.49%62.28%33.16%20102PENNEY (J C)
CO12509238630993490529839385812.6814100.711813842539.
41%60.29%35.80%20103PENNEY (J C)

CO12952255430994267528541897374.0717660.658501998239.
03%55.33%42.16%20104PENNEY (J C)
CO13042356030993213523157037590.96911330.951871657837
.58%61.95%19.87%20101PEP BOYS-MANNY MOE &
JACK1529.641354.224305.931561.351699.439510.033657.4366
218.4720.632278090730.55%55.48%42.83%20102PEP BOYS-
MANNY MOE &
JACK1520.285351.912305.661558.932694.262504.855503.8464
196.6760.62825553930.29%55.40%38.96%20103PEP BOYS-
MANNY MOE &
JACK1531351.904305.392568.592691.833496.364613.9004207.
8380.624206668829.10%54.89%41.87%20104PEP BOYS-
MANNY MOE &
JACK1556.672334.098295.122564.402700.981477.389733.0349
210.440.589761287430.02%55.40%44.08%20101PIER 1
IMPORTS
INC/DE653.055191.8629.5303.19356.518306.259929.855974.96
90.622232600237.35%15.71%24.48%20102PIER 1 IMPORTS
INC/DE668.286195.4189.5352.03657.024309.869714.633385.38
0.596487640236.94%13.94%27.55%20103PIER 1 IMPORTS
INC/DE684.376209.699.5338.43759.171353.7591144.506461.44
50.607380737640.73%14.88%17.37%20104PIER 1 IMPORTS
INC/DE743.577244.1139.5311.7764.773426.5831184.238757.42
10.750877797442.77%17.20%13.46%20101AGILYSYS
INC338.76927.8290.48225.85726.54946.787153.943687.791.38
0989008340.52%50.66%187.64%20102AGILYSYS
INC359.7232.1790.50522.55527.13449.941149.5715103.7251.3
29381145235.57%54.61%207.70%20103AGILYSYS
INC418.35439.8560.8922.52826.43158.997129.7828149.1241.7
6811658532.44%53.99%252.77%20104AGILYSYS
INC312.39827.1781.46120.63226.54346.956132.15293.4861.25
9406858242.12%56.26%199.09%20101PUBLIX SUPER
MARKETS
INC9817.7654560.77997.9421345.4844372.166548.66519790.2
51148.973.340303805930.36%76.47%17.55%20102PUBLIX
SUPER MARKETS

INC9465.8674306.814107.211276.2874368.8486261.83112219.
022994.7363.28542347931.22%77.39%15.89%20103PUBLIX
SUPER MARKETS
INC9819.8534234.54586.6711266.2484370.5236086.07612180.
582998.7883.330962995630.42%77.54%16.41%20104PUBLIX
SUPER MARKETS
INC10159.0874501.96476.4821359.0284352.9366431.48212105
.01951156.1813.429707200330.00%76.21%17.98%20101AUTO
NATION
INC5501.12328.211031512.417282836.63070.9422167.51.5942
7534517.92%53.33%5.90%20102AUTONATION
INC5518.12575.11359.41580.91741.93104.32910.687178.41.66
4953286117.05%52.42%5.75%20103AUTONATION
INC5730.72728.51372.61739.81780.73273.93440.349184.21.64
3328213916.66%50.58%5.63%20104AUTONATION
INC5974.22701.71340.6186718383246.24183.86481641.498114
672316.77%49.61%5.05%20101RICHARDSON ELECTRONICS
LTD246.90825.224085.56416.20737.51129.324861.1690.30705
9296132.75%15.92%163.07%20102RICHARDSON
ELECTRONICS
LTD264.09428.695026.4915.75240.98160.082418.750.5121592
LTD279.8327.813027.965.52139.653198.19817.8141.02157903
LTD314.05429.058030.8535.21640.724202.883317.8140.98814
8878628.65%14.46%43.74%20101RITE AID
CORP8044.1224555.1326235.5053175.9362235.2246394.33610
20.83431275.9071.420243258328.76%41.31%19.95%20102RIT
E AID
CORP7817.1834396.5796159.913257.582184.6076161.752776.8
9631310.91.366773316528.65%40.14%21.27%20103RITE AID
CORP7815.9684436.2156214.8463330.8052138.546202.353836.
63561292.351.346677524228.48%39.10%20.84%20104RITE
AID
CORP7555.854628.9316156.823158.1452039.3836456.4661166.
28911307.8721.426711871728.31%39.24%20.26%20101ROSS

STORES
INC2882.6071366.238150908.065933.6541934.7786837.32748.
7791.534613490229.39%50.69%38.70%20102ROSS STORES
INC2850.8631355.468150915.704945.3351911.766343.2656745
.4611.486447022629.10%50.80%38.99%20103ROSS STORES
INC2962.5891325.5511501048.13966.1911874.327024.8242767
.7411.349962369529.28%47.97%40.96%20104ROSS STORES
INC3116.2041521.7851501086.917983.7762145.2427697.70767
67.4551.425528337329.06%47.51%35.77%20101HARRIS
TEETER
SUPERMARKETS1835.151700.864383.227312.4121072.14610
40.5121254.3118196.6582.251110115432.64%77.44%18.90%20
102HARRIS TEETER
SUPERMARKETS1845.469717.912325.913319.3661062.45110
71.4381543.5258212.1542.272671729633.00%76.89%19.80%20
103HARRIS TEETER
SUPERMARKETS1821.057740.869304.014315.6041046.68310
98.5721513.9545212.3022.33355591632.56%76.83%19.33%201
04HARRIS TEETER
SUPERMARKETS1889.886805.609296.131320.5061067.80711
89.9281695.8867228.7482.53292355132.30%76.91%19.22%201
01SAFEWAY
INC14957.46408.543692705.210180.39327.19650.6521967.92.4
58142344831.29%79.01%21.10%20102SAFEWAY
INC15098.26532.24309.22632.910089.99519.57502.2562170.82
.447387647331.38%79.31%22.80%20103SAFEWAY
INC148566487.54750.52570.499649399.67888.4482024.62.493
609824530.98%79.49%21.54%20104SAFEWAY
INC15148.18851.943002623.49910.212803.88276.322533.43.40
864107230.87%79.07%19.79%20101SUPERVALU
INC161238948672023296902115662855.6427133.83129950762
2.64%74.77%23.46%20102SUPERVALU
INC14537672466442320682886732060.6428662.892665089322.
47%74.64%33.05%20103SUPERVALU
INC14453680869012613667986731916.4828362.760186499121.
50%71.88%32.70%20104SUPERVALU

INC13758664463482270660486601829.5621072.721277902923.
28%74.42%24.33%20101TRINITY PLACE HOLDINGS
INC274.38767.7029.81691.617127.594121.445103.447753.6840
.77885085544.25%58.21%44.20%20102TRINITY PLACE
HOLDINGS
INC290.06464.9525.95199.429128.443102.073119.918459.3820
.679940956636.37%56.37%58.18%20103TRINITY PLACE
HOLDINGS
INC304.02969.39442.977103.093129.489120.739101.858450.43
90.685298387342.53%55.67%41.78%20104TRINITY PLACE
HOLDINGS
INC270.77469.29530.19276.595126.334100.87696.223741.7010
.771281332131.31%62.26%41.34%20101SYSCO
CORP10429.7057240.1612468.7831747.7733014.3419081.4261
4694.15291960.3544.26087447820.28%63.30%21.59%20102SY
SCO
CORP10276.9667078.092468.691790.3273072.7218868.499165
42.54761906.7454.0010683720.19%63.19%21.50%20103SYSC
O
CORP10468.2277166.9362468.5171751.2393176.228945.09317
443.4092038.9224.047325956919.88%64.46%22.79%20104SYS
CO
CORP10313.7018260.8462472.6621771.5393203.82310348.477
16810.75941953.0924.689961161320.17%64.39%18.87%20101
RADIOSHACK
CORP2356.5523.2630.7688.7271.7991.72837.3494185.60.7698
07989447.24%28.29%18.72%20102RADIOSHACK
CORP2395.7503.2324.1646.2263.4962.32446.3199185.40.7539
14150947.71%28.96%19.27%20103RADIOSHACK
CORP2242.5547.1327.9759.1264.410022427.9086278.20.77862
3781445.40%25.83%27.76%20104RADIOSHACK
CORP2175.4770.9331.8723.7274.31309.81955.7428272.41.039
789587341.14%27.48%20.80%20101TRANSCAT
INC34.12814.7742.9317.0464.01320.62854.6757.5592.2813465
10228.38%36.29%36.64%20102TRANSCAT
INC35.22915.4330.0197.2974.09520.9254.09488.0772.1519905

1826.23%35.95%38.61%20103TRANSCAT
INC37.4517.2321.6747.3864.17623.88163.4559.2522.34720424
9827.84%36.12%38.74%20104TRANSCAT
INC41.3618.1565.2537.5715.25325.75760.62948.2412.4277595
77529.51%40.96%32.00%20101TRANSNET
CORP5.7184.44900.4130.1155.8651.2062.02113.201780415424
.14%21.78%34.46%20102TRANSNET
CORP5.4274.39100.1390.0975.7751.25421.55715.90942028992
3.97%41.10%26.96%20103TRANSNET
CORP4.9644.06100.1720.0814.8931.25421.66726.11575562717
.00%32.02%34.07%20104TRANSNET
CORP5.2644.25500.2480.0564.410.72351.99920.26190476193.
51%18.42%45.33%20101UNITED STATIONERS
INC1877.597978.185441.8610.095130.6691154.3091421.10984
33.8061.6290200515.26%17.64%37.58%20102UNITED
STATIONERS
INC1861.2881032.337453.4639.192129.2041220.7591272.8005
443.8571.652681889715.43%16.81%36.36%20103UNITED
STATIONERS
INC1880.9851066.634441.8617.439129.4311270.7011239.5592
424.8831.697608924216.06%17.33%33.44%20104UNITED
STATIONERS
INC1908.663987.686435684.091135.3011186.4681473.6281421
.5661.517730670816.75%16.51%35.53%20101UNIVERSAL
CORP/VA2457.399425.856418.5471218.61327.112538.916958.
4704240.4280.408740404320.98%21.16%44.61%20102UNIVER
SAL
CORP/VA2494.438520.221326.4661141.776329.856664.188958
.4717214.4790.440793158421.68%22.41%32.29%20103UNIVE
RSAL
CORP/VA2318.846523.206322.486990.719321.042688.208959.
2583195.4090.490698454223.98%24.47%28.39%20104UNIVER
SAL
CORP/VA2227.867550.257320.193791.069316.703680.2151011
.9131217.1680.617645870319.11%28.59%31.93%20101VILLA
GE SUPER MARKET -CL

A329.913222.21632.59535.582161.988302.784400.867.3286.36
2207429726.61%81.99%22.24%20102VILLAGE SUPER
MARKET -CL
A347.893229.15332.38935.694165.818315.309347.7580.7376.4
30018519627.32%82.29%25.61%20103VILLAGE SUPER
MARKET -CL
A339.473218.57932.30236.296166.77300.992360.378770.1876.
072482289227.38%82.13%23.32%20104VILLAGE SUPER
MARKET -CL
A357.129248.95241.83136.256175.286342.74366.465459.1766.
862719153227.36%82.86%17.27%20101WAL-MART STORES
INC17437172754357803550310292899811200399.04313722.11
9161702827.11%74.35%31.43%20102WAL-MART STORES
INC176944755543870234793103814103726187099.45339532.1
49595994127.16%74.90%32.73%20103WAL-MART STORES
INC186890739324389941059106542101952194091.11362081.9
49375098927.48%72.18%35.51%20104WAL-MART STORES
INC180663850654384236318107878116360197142.12335572.1
98715380526.89%74.81%28.84%20101WALGREEN
CO265481154123667474108651636438313.416950431.6183131
17929.47%59.25%30.82%20102WALGREEN
CO263341183623477200108911698734479.83846111.61319340
3330.32%60.20%27.14%20103WALGREEN
CO267071218323597110111541719931180.623145841.7027253
66929.16%61.07%26.65%20104WALGREEN
CO262751181424767378111841687025229.702445851.6308669
24429.97%60.25%27.18%20101WATSCO
INC1210.92384.54947.65458.23431.133509.7551844.1174176.6
050.885739227424.56%6.36%34.65%20102WATSCO
INC1417.568661.1920.574522.54531.361864.8051877.476344.8
421.348295589523.54%5.66%39.88%20103WATSCO
INC1316.924614.72422.664456.76830.999812.7871802.306823
5.6231.255418849724.37%6.36%28.99%20104WATSCO
INC1237.227500.1210.016391.92531.221657.2482051.3377182.
1851.178565158423.91%7.38%27.72%20101WEIS MARKETS
INC924.008472.9110216.51510.264664.256978.0113119.2762.1

51918548428.81%70.21%17.96%20102WEIS MARKETS
INC940.871457.2610219.822506.153653.676885.2132114.4442.
095931538430.05%69.72%17.51%20103WEIS MARKETS
INC963.196450.0650230.053503.32639.9671052.5579123.3512.
000844679129.67%68.63%19.27%20104WEIS MARKETS
INC992.081477.9490231.021525.062662.4791084.8367134.278
2.073198662327.85%69.45%20.27%20101WEYCO GROUP
INC207.6636.926031.96926.60161.039266.76385.9391.0210142
12239.50%45.42%9.73%20102WEYCO GROUP
INC205.75829.384037.26626.01148.723258.62136.5910.848819
238839.69%41.11%13.53%20103WEYCO GROUP
INC216.0634.305047.8426.02557.136273.63767.5140.80617112
7839.96%35.23%13.15%20104WEYCO GROUP
INC223.43535.619056.11125.67562.333278.132910.360.685303
652742.86%31.39%16.62%20101WILLIAMS-SONOMA
INC1996.76408.0778.642502.387800.963717.6373108.4128177.
9380.84268944843.14%61.45%24.79%20102WILLIAMS-
SONOMA
INC1995.493453.9477.197518.623771.635775.5542844.160918
4.1350.88921166341.47%59.80%23.74%20103WILLIAMS-
SONOMA
INC2035.172469.6127.165586.256750.239815.5163412.510120
2.8880.850069555142.42%56.13%24.88%20104WILLIAMS-
SONOMA
INC2131.762654.0337.13513.381730.5561195.4513377.393622
7.9631.189543458445.29%58.73%19.07%20101FOOT LOCKER
INC2960888137114637812812396.42673590.81355932230.68%
24.80%28.02%20102FOOT LOCKER
INC2913791137121937610962115.40583450.668921775927.83
%23.57%31.48%20103FOOT LOCKER
INC2912892137120238712802467.04722860.736885584530.31
%24.35%22.34%20104FOOT LOCKER
INC2896962137105938613922761.51322230.850950906730.89
%26.71%16.02%20101ZALE
CORP1382.158169.377465.5902.344229.32329.21151.5492358.
4620.206230240948.55%20.26%108.89%20102ZALE

CORP1202.439292.537367.6737.812197.573582.25269.9933252
.7670.356718507349.76%21.12%43.41%20103ZALE
CORP1147.891177.105299.3693.127189.71359.843104.6688289
.1030.247536757350.78%21.49%80.34%20104ZALE
CORP1160.381163.153284.684703.115173.35934556.5083157.1
890.2337030452.71%19.78%45.56%20101TJX COMPANIES
INC7754.513535.061789.5382615.0792267.0315016.5418905.7
4691684.9561.373533457829.53%46.44%33.59%20102TJX
COMPANIES
INC7686.7093605.592788.8782884.6022350.385068.0816635.4
4471847.5471.311200413328.86%44.90%36.45%20103TJX
COMPANIES
INC8182.1483892.566788.2043272.962481.9685525.84718163.
35381974.2721.264320521729.56%43.13%35.73%20104TJX
COMPANIES
INC7971.7634549.19787.5172765.4642460.7826331.72618465.
84521683.9291.50674745628.15%47.09%26.60%20101TUESD
AY MORNING
CORP377.94898.5595.3280.71671.961165.867178.2019102.246
0.390840378840.58%20.40%61.64%20102TUESDAY
MORNING
CORP383.542176.1450241.24572.466289.615108.112384.1250.
674935483739.18%23.10%29.05%20103TUESDAY MORNING
CORP371.44103.5810257.99672.447172282.96883.3950.414953
939.78%21.92%48.49%20104TUESDAY MORNING
CORP350.536120.4020239.19472.823200.783171.657862.9160.
484329934240.03%23.34%31.34%20101DGSE COMPANIES
INC30.04614.7911.5416.6284.73417.34822.12750.650.8600337
26814.75%22.16%3.75%20102DGSE COMPANIES
INC28.01717.6793.01515.544.76120.74531.17380.5441.099166
873914.78%23.45%2.62%20103DGSE COMPANIES
INC28.17615.2122.73916.0284.81418.10936.59540.7140.96376
0770416.00%23.10%3.94%20104DGSE COMPANIES
INC30.2622.4813.31717.0464.46726.36642.74011.7911.359436
415314.73%20.76%6.79%20101TECH DATA
CORP5607.1575317.097340.2771776.35785.4495621.0552209.6

9322598.5023.05491185765.41%4.59%46.23%20102TECH
DATA
CORP5496.135175.631342.6121782.82283.5355473.9611868.33
972613.4352.9083285785.45%4.48%47.74%20103TECH DATA
CORP6414.0125827.963392.3572165.47392.066163.7622002.66
633202.8362.95214162065.45%4.08%51.96%20104TECH
DATA
CORP6488.2926724.70960.0762205.39494.3157117.1952191.72
93223.9623.07705953995.51%4.10%45.30%20101FREDS
INC588.787334.6984.135319.269137.618471.647545.946597.21
31.091478298329.04%30.12%20.61%20102FREDS
INC585.025323.5314.114314.802138.662449.467425.079889.85
81.020488241928.02%30.58%19.99%20103FREDS
INC632.863305.2613.998360.3139.122435.008470.5025128.320
.904340381229.83%27.86%29.50%20104FREDS
INC595.528351.2473.969313.384139.931485.633527.812481.00
21.042764857127.67%30.87%16.68%20101TRANS WORLD
ENTMT
CORP321.46104.6986.545251.27931.398156.53973.150474.746
0.404358816433.12%11.11%47.75%20102TRANS WORLD
ENTMT
CORP294.59989.7696.208237.14129.074135.80257.979169.233
0.367589369833.90%10.92%50.98%20103TRANS WORLD
ENTMT
CORP330.7984.5735.864270.826.763128.78857.1935115.3120.
333003242534.33%8.99%89.54%20104TRANS WORLD
ENTMT
CORP348.724152.8535.511234.16421.478231.28754.9938130.0
070.605401573233.91%8.40%56.21%20101WORLD FUEL
SERVICES
CORP1846.8923814.7849.647121.92346.8223918.0211582.5226
884.9630.67582302712.63%27.75%22.59%20102WORLD FUEL
SERVICES
CORP1943.4434285.5014.728140.69347.844397.2751543.79329
47.21432.63701373872.54%25.37%21.54%20103WORLD FUEL
SERVICES

CORP2269.0154870.4988.348219.90852.5164987.0741787.3292
980.17127.01322514362.34%19.28%19.65%20104WORLD
FUEL SERVICES
CORP2566.455699.11724.566211.52664.1065828.7772516.8083
1131.22826.41941525242.22%23.26%19.41%20101SED
INTERNATIONAL HLDGS
INC103.543121.202041.9190.723127.9387.347248.3833.013063
85255.27%1.70%37.82%20102SED INTERNATIONAL HLDGS
INC115.987133.23045.7020.815140.42510.087162.863.0410518
0275.12%1.75%44.76%20103SED INTERNATIONAL HLDGS
INC118.026132.746050.3660.923140.15211.872257.5632.76358
412795.28%1.80%41.07%20104SED INTERNATIONAL
HLDGS
INC114.422126.032047.9480.926133.14813.11761.9552.563866
79415.34%1.89%46.53%20101AIRGAS
INC4814.829481.3041711.63344.6442424.8941052.6565196.25
02204.0681.418510031654.28%87.56%19.39%20102AIRGAS
INC4848.112482.3831666.918337.4482428.4371061.6635698.4
229212.4131.414422101454.56%87.80%20.01%20103AIRGAS
INC4846.584464.4471617.15359.1862434.2171034.4645253.07
34182.7721.333403193155.10%87.14%17.67%20104AIRGAS
INC4935.881511.0911842.994362.5022455.7581102.6845286.7
663227.6921.41637660653.65%87.14%20.65%20101INGLES
MARKETS INC -CL
A1496.834636.099782.21282.5681070.209843.233370.8666124.
8942.295093737824.56%79.11%14.81%20102INGLES
MARKETS INC -CL
A1513.347631.402773.623282.1451066.126839.33367.8292138.
6182.236187231424.77%79.07%16.52%20103INGLES
MARKETS INC -CL
A1505.083640.325734.203283.6241080.982858.417368.303613
2.3922.263556327825.41%79.22%15.42%20104INGLES
MARKETS INC -CL
A1529.3641.78725.314286.4311089.391858.251406.4799142.38
92.251642385425.22%79.18%16.59%20101CASH AMERICA
INTL

INC1222.324220.356313.79497.87192.592313.0621165.054871.
4082.081835101629.61%66.31%22.81%20102CASH AMERICA
INTL
INC1300.487217.283374.044100.215196.559292.0811005.9616
75.0582.193835979525.61%66.23%25.70%20103CASH
AMERICA INTL
INC1363.55230.743405.233120.244203.409319.3651021.12594.
5432.093296259227.75%62.85%29.60%20104CASH AMERICA
INTL
INC1427.186268.112432.271124.399222.32368.8311091.28152
6.512.191863245627.31%64.12%7.19%20101JENNIFER
CONVERTIBLES
INC22.94212.8650.0848.2322.26417.8777.921816.9421.486595
793928.04%21.57%94.77%20102JENNIFER CONVERTIBLES
INC25.23914.6120.0739.8812.50819.6556.560319.8341.613426
INC21.64514.010.0648.7132.39718.7815.723622.7131.5069377
INC23.3554.1460.0588.6032.2396.2690.14661.590.4788634789
33.87%20.65%25.36%20101VOXX INTERNATIONAL
CORP477.607101.09511.128111.06421.408130.313187.019535.
9550.945780962822.42%16.16%27.59%20102VOXX
INTERNATIONAL
CORP482.6999.77811.079126.34520.682129.298144.931737.75
40.840557855922.83%14.07%29.20%20103VOXX
INTERNATIONAL
CORP500.016126.87810.792133.35120.229163.167157.467838.
2760.977127102522.24%13.17%23.46%20104VOXX
INTERNATIONAL
CORP501.097102.11911.243113.6219.563138.894191.052727.3
410.826971587826.48%14.69%19.68%20101SAKS
INC2196.441379.707496.993702.132938.292667.4381569.0481
48.0710.561976070943.11%57.20%22.18%20102SAKS
INC2146.595371.874497.616670.933920.49593.1451321.16961
16.9240.541669913737.30%57.84%19.71%20103SAKS
INC2219.973378.176357.617830.628902.191658.8311792.3814

190.6330.50371047242.60%52.06%28.94%20104SAKS
INC2143.1538.73359.25671.383890.364866.3311909.176388.37
80.717344946237.81%57.01%10.20%20101CASUAL MALE
RETAIL GRP
INC189.8351.4161.48498.69339.37594.984195.060327.8190.54
5036306845.87%28.52%29.29%20102CASUAL MALE RETAIL
GRP
INC187.08752.1420.26594.24139.02397.251165.076627.4970.5
GRP
INC204.4148.8020.133109.59140.0889.936210.612831.8350.47
GRP
INC182.61360.855092.88939.051111.471200.692817.5520.6010
96404645.41%29.60%15.75%20101HANCOCK FABRICS
INC150.13834.87530.78693.00341.763.10342.819423.2710.378
052878644.73%30.96%36.88%20102HANCOCK FABRICS
INC162.30931.03842.091104.59841.94460.45535.940623.530.3
14148207848.66%28.62%38.92%20103HANCOCK FABRICS
INC163.82340.71538.142106.32842.04773.45426.468628.4620.
386059565944.57%28.34%38.75%20104HANCOCK FABRICS
INC140.92345.47531.85687.80439.33578.45328.697217.8420.4
68495662742.04%30.94%22.74%20101AMERICA'S CAR-
MART
INC261.97946.4336.59320.69223.40182.602256.61545.212.261
769648643.79%53.07%6.31%20102AMERICA'S CAR-MART
INC269.20347.2696.36222.88823.98882.611289.47625.6192.16
INC276.89548.154025.67924.91582.775265.63596.3671.982992
INC276.40954.12947.53923.59525.53293.871256.96667.7422.1
97061330542.34%51.97%8.25%20101TIFFANY &
CO3418.707233.445464.171473.73673.786633.5866167.043816
4.6650.160908606863.15%31.38%25.99%20102TIFFANY &
CO3446.561243.518467.8551553.117661.387668.765321.35021
65.7570.16090539163.59%29.87%24.79%20103TIFFANY &

CO3514.787245.959593.0281654.552668.179681.7296684.7842
16.2930.153356845763.92%28.77%31.73%20104TIFFANY &
CO3735.669391.21588.4941625.302665.5881101.2157380.7089
1.3130.238553301564.47%29.05%8.29%20101FERRELLGAS
PARTNERS -
LP1508.359303.991064.714158.168678.88352.071380.66679.23
92.111217601513.66%81.10%22.51%20102FERRELLGAS
PARTNERS -
LP1595.545633.7381080.074143.976671.125777.8521510.5375
124.2114.19494016118.53%82.34%15.97%20103FERRELLGAS
PARTNERS -
LP1482.916513.0081104.059139.54665.068615.291603.872570.
543.618899815216.62%82.66%11.46%20104FERRELLGAS
PARTNERS -
LP1442.351324.451111.088166.911652.768353.8481666.44234
8.6582.11746739288.31%79.64%13.75%20101FASTENAL
CO1370.275244.5550507.243332.103520.7727075.213765.7780
.48157432553.04%39.57%12.63%20102FASTENAL
CO1441.855263.3910522.214344.465571.1837399.561971.4350
.511708599853.89%39.75%12.51%20103FASTENAL
CO1469.337281.0580546.063343.848603.757841.854973.6050.
526189368553.45%38.64%12.19%20104FASTENAL
CO1468.283264.8760557.369363.419573.7668832.591260.4740
.480094831453.84%39.47%10.54%20101HERBALIFE
LTD1186.749317.814244.008146.44172.702618.6332762.58855
.7172.173815500648.63%54.11%9.01%20102HERBALIFE
LTD1197.178344.2240.28152.035167.32688.8062721.55548.31
82.3063908250.03%52.39%7.01%20103HERBALIFE
LTD1248.356339.974205.894183.144169.308688.4313572.7250
.0682.028611577750.62%48.04%7.27%20104HERBALIFE
LTD1232.22375.735175.046182.467177.427738.3564026.99343
.7842.055381265949.11%49.30%5.93%20101OFFICE DEPOT
INC4634.8012105.537661.1041142.4781236.7723071.972198.5
139973.4221.75797849831.46%51.98%31.69%20102OFFICE
DEPOT
INC4511.3211881.908656.9951176.0181230.3512699.4751114.

8744984.9151.623386885330.29%51.13%36.49%20103OFFICE
DEPOT
INC4668.9422018.434657.1641183.8541219.1512899.7171274.
50821045.1211.710630068130.39%50.73%36.04%20104OFFIC
E DEPOT
INC4569.4372061.759659.821233.6571157.0132961.9321496.5
7761080.2761.705687378530.39%48.40%36.47%20101MERISE
L
INC40.6128.1520.6831.7826.93315.0063.10253.7694.67431192
6645.68%79.55%25.12%20102MERISEL
INC42.1048.7410.6162.0146.27916.7491.80383.8394.60537407
847.81%75.71%22.92%20103MERISEL
INC42.55110.3970.5772.3195.34818.3021.12554.8984.7989845
37343.19%69.75%26.76%20104MERISEL
INC46.82410.7340.5031.8535.71121.8891.65954.445.14573346
1250.96%75.50%20.28%20101VASOMEDICAL
INC4.970.601.9070.311.27624.25960.9020.302190883952.98%1
3.98%70.69%20102VASOMEDICAL
INC11.5051.40401.6030.3553.80121.79290.7180.863.06%18.13
%18.89%20103VASOMEDICAL
INC19.9491.70201.7260.335.85134.6630.6751.022529288170.9
1%16.05%11.54%20104VASOMEDICAL
INC18.5551.6101.7860.3665.44559.71030.7470.91685649270.4
3%17.01%13.72%20101SIGNET JEWELERS
LTD2911.4487.4229.11122375.2805.42738.5425104.20.424730
948539.48%25.06%12.94%20102SIGNET JEWELERS
LTD2938.6459.4229.11126.2362.1719.72550.7531114.70.40868
2501636.17%24.33%15.94%20103SIGNET JEWELERS
LTD3147.6424.401297.4363.3641.83014.926179.30.350222809
33.87%21.88%27.94%20104SIGNET JEWELERS
LTD3089.8725.501184.2351.51270.53661.3087125.90.5847034
17242.90%22.89%9.91%20101STAPLES
INC13546.4534328.7282029.4742292.5042093.986057.7951717
8.39722056.3841.901211181428.54%47.74%33.95%20102STAP
LES
INC13234.0043963.8642004.8432514.0092082.1995534.241486

4.23882176.7461.649372008428.38%45.30%39.33%20103STAP
LES
INC13880.7624626.2422054.7582432.2732104.356537.6761484
6.99982289.3511.870593710629.24%46.39%35.02%20104STAP
LES
INC13911.6674582.952014.4072359.1732147.7716415.4021608
3.5692208.3861.912971574828.56%47.65%34.42%20101ANN
INC932.466168.4683.007199.62348.055476.1811275.764790.20
80.913697489764.62%63.55%18.94%20102ANN
INC947.782192.7532.804181.132336.598483.4721035.649393.3
751.012485817560.13%65.01%19.31%20103ANN
INC964.537192.9242.497231.953333.772505.2811350.724390.9
640.934064417761.82%59.00%18.00%20104ANN
INC926.82226.5333.589193.625332.489515.2611224.319997.33
1.064589804956.04%63.20%18.89%20101QKL STORES
INC140.36167.08017.8128.99681.606191.261925.1163.1566316
08717.80%61.95%30.78%20102QKL STORES
INC139.02554.505019.01618.76566.1124.664422.8882.9601368
59817.54%49.67%34.63%20103QKL STORES
INC150.82153.575023.520.96264.869143.235929.4032.5202276
7917.41%47.15%45.33%20104QKL STORES
INC169.61970.389044.46724.79285.824105.591238.9452.07126
988117.98%35.80%45.38%20101WET SEAL
INC367.53688.645035.0880.777137.762481.220733.7042.75984
9935435.65%69.72%24.47%20102WET SEAL
INC374.4389.165039.28587.029131.541343.877837.6352.39803
6710832.22%68.90%28.61%20103WET SEAL
INC373.80497.563040.68791.824146.401350.37843.4782.43992
8975133.36%69.30%29.70%20104WET SEAL
INC368.532109.101033.33688.72165.49347.485732.0262.94775
9480234.07%72.69%19.35%20101AUTOZONE
INC5385.823746.7542739.52262.8232368.8461589.2447308.77
052187.3470.334094203553.01%51.14%137.63%20102AUTOZ
ONE
INC5424.992707.9562774.72261.5282383.1431506.2258144.01
032144.9950.312953614853.00%51.31%142.41%20103AUTOZ

ONE
INC5452.77856.052698.52288.3642425.0431821.999095.05022
235.7660.376294646153.02%51.45%122.71%20104AUTOZON
E
INC5571.5941148.032948.6332304.5792519.9462445.1599462.
54652433.050.49991040653.05%52.23%99.50%20101FIRST
CASH FINANCIAL
SVCS275.67866.3554.67831.43551.09194.66650.50422.582.014
664804529.90%61.91%2.73%20102FIRST CASH FINANCIAL
SVCS283.59366.9354.00834.87151.43395.013656.81223.3212.0
1897264229.55%59.60%3.50%20103FIRST CASH FINANCIAL
SVCS303.06972.7911.50544.01855.653106.083840.96383.6051.
845403034631.38%55.84%3.40%20104FIRST CASH
FINANCIAL
SVCS342.44685.8721.38647.40658.425127.506965.71042.6791.
878543927232.65%55.21%2.10%20101DSW
INC920.363290.307130.332286.657206.317449.537530.526213
2.5781.057698368335.42%41.85%29.49%20102DSW
INC946.831277.881130.919309.143203.746415.12475.1201141.
2160.932799597233.06%39.73%34.02%20103DSW
INC999.743318.6120332.446208.804489.269666.4536139.9330.
993196579134.88%38.58%28.60%20104DSW
INC1041.477321.6330309.013212.342468.45758.1319150.2761.
002817015631.34%40.73%32.08%20101INSIGNIA SYSTEMS
INC15.8912.87400.4821.0465.883101.27981.8716.59931113665
INC17.963.89900.4031.0418.32681.45062.3458.81129943553.1
7%72.09%28.16%20103INSIGNIA SYSTEMS
INC20.1733.95400.5291.0468.517109.78513.0318.48497854085
INC24.6013.7700.4140.9757.281104.01972.3357.995758218548
.22%70.19%32.07%20101CALLOWAY'S NURSERY
INC27.8153.9999.4044.30417.5078.2772.57158.1811.47728112
351.69%80.27%98.84%20102CALLOWAY'S NURSERY
INC26.38610.4469.4322.14117.7520.4562.9197.2513.24158262

INC23.4253.1179.3113.17117.5995.6193.7535.3721.173569277
INC22.7944.83711.7562.09717.4499.4153.7535.1951.83637053
9148.62%89.27%55.18%20101VALUEVISION MEDIA INC -
CL
A180.53679.24042.6927.339124.977100.67643.2511.826500858
636.60%39.04%34.61%20102VALUEVISION MEDIA INC -CL
A181.35379.021047.15627.443126.17759.561350.6951.7590321
CL
A186.85585.234051.99726.651132.28376.742651.6181.7192419
CL
A238.359119.2492539.825.775178.836233.870658.312.5981023
34533.32%39.31%32.61%20101ADDVANTAGE
TECHNOLOGIES
GP49.7446.88913.52731.9257.46510.2219.94572.5340.2116696
36832.59%18.95%24.79%20102ADDVANTAGE
TECHNOLOGIES
GP50.968.43613.06131.4277.39912.05523.22983.1490.2663215
05230.02%19.06%26.12%20103ADDVANTAGE
TECHNOLOGIES
GP51.1439.08912.51228.5467.30513.29828.60612.1780.303103
06331.65%20.38%16.38%20104ADDVANTAGE
TECHNOLOGIES
GP52.268.43812.05727.4117.22411.73429.92482.7520.3015887
19928.09%20.86%23.45%20101EZCORP INC -CL
A526.80462.5722.563.51552.378184.751838.190439.6920.9813
67044166.13%45.20%21.48%20102EZCORP INC -CL
A546.27862.1622056.40354.044176.5841012.757838.5921.0367
41773564.80%48.93%21.85%20103EZCORP INC -CL
A571.38358.98517.561.02759.045173.542912.993944.1941.004
598484266.01%49.17%25.47%20104EZCORP INC -CL
A606.41267.4051571.50262.293198.168986.4899.1351.0172113
27365.99%46.56%4.61%20101BON-TON STORES
INC1695.327414.341021.688676.085736.762675.211325.57118

9.7360.620509118838.64%52.15%28.10%20102BON-TON
STORES
INC1671.153377.151990.996675.636724.634622.62182.242321
9.8110.558030836239.43%51.75%35.30%20103BON-TON
STORES
INC1914.686432.8521096.166920.6717.943716.937218.843234
8.5330.542340856939.62%43.82%48.61%20104BON-TON
STORES
INC1656.239635.839917.73682.324703.4321031.717212.49421
75.2490.793348904938.37%50.76%16.99%20101APPLIANCE
RECYCLING CTR
AMER33.61518.9142.6413.6097.54427.26715.10584.421.24458
7747630.63%35.66%16.21%20102APPLIANCE RECYCLING
CTR
AMER35.39919.1342.46914.2938.60328.2114.97394.1521.3715
CTR
AMER40.75218.142.44416.5739.77227.33817.08325.4951.1754
CTR
AMER39.86417.6732.50116.59311.74725.34718.67624.4681.06
5729964430.28%41.45%17.63%20101WHOLE FOODS
MARKET
INC3871.6231649.241733.667323.41897.0972639.1584676.299
7187.295.202636584737.51%85.44%7.10%20102WHOLE
FOODS MARKET
INC4022.211300.538728.566316.541895.4652106.0616197.881
4207.4414.064562302738.25%85.69%9.85%20103WHOLE
FOODS MARKET
INC3888.6651338.569513.196333.5541888.312163.1816191.80
2203.2944.118078308738.12%84.99%9.40%20104WHOLE
FOODS MARKET
INC3986.541306.456508.288323.4871886.132097.3946384.144
6213.2123.976786836737.71%85.36%10.17%20101GLACIER
WATER
SERVICES70.22815.717116.5783.03841.8123.03592.03851.226

5.134596537131.77%93.23%5.32%20102GLACIER WATER
SERVICES70.30216.414116.9362.95941.52625.44981.571.2765
.474070368535.50%93.35%5.01%20103GLACIER WATER
SERVICES71.82617.977115.3582.89842.46628.26677.24681.86
46.138637527736.40%93.61%6.59%20104GLACIER WATER
SERVICES73.84515.596118.7823.44345.26923.30666.642.6514
.919097934133.08%92.93%11.37%20101CHRISTOPHER &
BANKS
CORP264.94772.857034.54392.884126.235328.20287.4431.995
016361142.28%72.89%5.90%20102CHRISTOPHER & BANKS
CORP260.81165.536040.10988.466101.339230.835411.8411.75
5773455535.33%68.80%11.68%20103CHRISTOPHER &
BANKS
CORP245.50377.548045.97383.955120.947189.99857.8031.801
723937635.88%64.62%6.45%20104CHRISTOPHER & BANKS
CORP234.16376.772039.21176.64799.609217.766515.1491.802
498121722.93%66.16%15.21%20101STEIN MART
INC418.825209.1590237.52473.139300.998412.562882.7830.91
8070707930.51%23.54%27.50%20102STEIN MART
INC408.499202.5820218.37275.074275.955335.480374.9970.88
8720234426.59%25.58%27.18%20103STEIN MART
INC479.015195.530280.98677.313267.887408.0894137.5730.78
3125533227.01%21.58%51.35%20104STEIN MART
INC436.444244.6030232.29579.964336.67347.850595.5450.953
095867627.35%25.61%28.38%20101BUCKLE
INC508.594114.856084.741158.533214.7971690.546733.3071.3
28367875646.53%65.17%15.51%20102BUCKLE
INC509.177106.3790108.68168.048188.6391289.092138.6141.0
99973632643.61%60.73%20.47%20103BUCKLE
INC543.578129.7990111.235171.335243.3461355.652235.8911.
180446990946.66%60.63%14.75%20104BUCKLE
INC494.844149.894088.593169.234303.0561684.82633.4891.50
023019850.54%65.64%11.05%20101KOHL'S
CORP134662498175430177109403516936.9214120.841077441
138.09%70.21%34.99%20102KOHL'S
CORP137062450176629307310410014688.5213450.823944846

140.24%71.39%32.80%20103KOHL'S
CORP147342595168140307274421815826.9821250.745689655
238.48%64.35%50.38%20104KOHL'S
CORP147793816351230368692603814776.9811381.080101896
436.80%74.11%18.85%20101BED BATH & BEYOND
INC5361.0261148.01501846.141103.3671923.05111840.564867
8.6850.636752626240.30%37.41%35.29%20102BED BATH &
BEYOND
INC5440.0121261.81201903.0961105.2972136.739320.2227771
.7520.673103533640.95%36.74%36.12%20103BED BATH &
BEYOND
INC5560.1471297.24702171.7831124.7042193.75511141.97778
56.6460.6367045540.87%34.12%39.05%20104BED BATH &
BEYOND
INC5646.1931428.501968.9071116.2972504.96712117.7179709
.550.689981621442.97%36.18%28.33%20101FINISH LINE INC
-CL
A616.821181.9970197.75132.041282.398893.222666.5330.9365
74345735.55%40.04%23.56%20102FINISH LINE INC -CL
A647.183194.4770217.04128.712301.07693.871297.1590.93771
A676.092172.5320262.16130.091260.935939.3027114.9180.720
A664.845239.1080193.505126.51384.599914.694572.781.04949
0305437.83%39.53%18.92%20101JEWETT-CAMERON
TRADING
CO19.5955.29606.8051.8747.37515.90020.2430.769767441928.
19%21.59%3.29%20102JEWETT-CAMERON TRADING
CO19.8425.91405.3821.9567.67515.06310.140.970542381222.9
CO21.6259.61305.8871.93612.48816.7370.7571.706096370623.
CO21.65911.21406.2661.92614.03415.83720.4651.8454702543
20.09%23.51%3.31%20101CENTRAL GARDEN & PET
CO1121.977174.236404.007327.403162.336269.236654.374411
7.6350.569178275735.29%33.15%43.69%20102CENTRAL

GARDEN & PET
CO1195.705273.515400.171330.57162.296441.936602.211147.
6980.831386698238.11%32.93%33.42%20103CENTRAL
GARDEN & PET
CO1183.707295.466400.138306.118162.352465.486578.408711
9.8690.928134345236.53%34.66%25.75%20104CENTRAL
GARDEN & PET
CO1130.884236.396400.106285.964165.281346.99638.0859112
.6110.798524528731.87%36.63%32.45%20101PATTERSON
COMPANIES
INC2447.952563.178525336.382178.721849.7873308.32180.47
21.801861121433.73%34.70%21.24%20102PATTERSON
COMPANIES
INC2550.047571.769525306.675182.83857.4143395.42164.342
1.778284040133.31%37.35%19.17%20103PATTERSON
COMPANIES
INC2503.585537.86525323.27185.572824.654063.074172.2271.
707641143334.78%36.47%20.88%20104PATTERSON
COMPANIES
INC2564.968574.025525336.094189.583883.8194203.381210.0
331.7411475335.05%36.06%23.76%20101BOOKS-A-MILLION
INC281.96481.7946.36210.25253.331116.968117.008891.6420.
397287753630.07%20.23%78.35%20102BOOKS-A-MILLION
INC279.45380.3730203.14353.948115.668101.347295.3950.388
843599930.51%20.98%82.47%20103BOOKS-A-MILLION
INC304.8773.8070230.47553.85102.69498.6409114.4150.34042
4059928.13%18.94%111.41%20104BOOKS-A-MILLION
INC274.802104.2260196.81454.71150.79588.024391.6170.4878
47803230.88%21.75%60.76%20101SPORT CHALET
INC138.3557.147099.39632.45779.68729.053825.2350.5811283
53228.29%24.62%31.67%20102SPORT CHALET
INC131.61563.755093.70829.98988.76328.165527.0710.660317
756228.17%24.24%30.50%20103SPORT CHALET
INC156.08669.4640108.07429.08695.82841.398645.4950.68850
5416727.51%21.21%47.48%20104SPORT CHALET
INC127.1269.765093.58826.8398.20528.995521.6060.69190030

8428.96%22.28%22.00%20101DESTINATION MATERNITY
CORP188.23262.07747.69974.16162.642133.771117.66714.725
0.811289068453.59%45.79%11.01%20102DESTINATION
MATERNITY
CORP193.32159.74247.42877.06460.949131.13160.426314.856
0.790107455854.44%44.16%11.33%20103DESTINATION
MATERNITY
CORP200.59462.38342.17571.8759.417142.034160.629714.664
0.837726778356.08%45.26%10.32%20104DESTINATION
MATERNITY
CORP205.15455.96439.32780.73558.702124.257208.910319.47
50.733449100654.96%42.10%15.67%20101SHOE CARNIVAL
INC326.622126.6760200.15760.879189.457364.475853.7220.63
718879633.14%23.32%28.36%20102SHOE CARNIVAL
INC349.844115.3410238.14761.503165.394277.481179.0160.52
6305942930.26%20.52%47.77%20103SHOE CARNIVAL
INC344.543139.4960228.23362.608204.443302.142658.6680.59
8207470331.77%21.53%28.70%20104SHOE CARNIVAL
INC345.145122.4020212.92962.391179.895326.675355.2190.55
4907267631.96%22.66%30.70%20101CHICOS FAS
INC1394.449176.6460160.448511.844481.5882661.0217101.57
1.181720876163.32%76.13%21.09%20102CHICOS FAS
INC1386.986182.8910146.899527.477465.3711678.851101.584
1.190127120260.70%78.22%21.83%20103CHICOS FAS
INC1409.909184.3730179.11527.9483.0221726.3012100.651.13
1091472961.83%74.67%20.84%20104CHICOS FAS
INC1416.021198.3560159.814517.377474.9731942.6571106.66
51.170504301858.24%76.40%22.46%20101O'REILLY
AUTOMOTIVE
INC4837.865621.785596.711903.1081784.3011280.0675751.05
82794.6760.325855285951.43%48.39%62.08%20102O'REILLY
AUTOMOTIVE
INC4916.519668.606479.2331932.4791830.7451381.2416595.1
452854.6590.348632947251.59%48.65%61.88%20103O'REILL
Y AUTOMOTIVE
INC5023.419691.678326.5541997.7181891.561425.8877411.82

4943.1470.351981338351.49%48.64%66.14%20104O'REILLY
AUTOMOTIVE
INC5047.827633.022357.2732023.4881930.0951310.338520.79
09895.7360.314841865851.69%48.82%68.36%20101PETSMAR
T
INC2398.449931.123533.893596.661176.1441395.1533912.974
7198.281.60531667233.26%66.34%14.21%20102PETSMART
INC2443.845935.671534.928622.4831158.5091390.543681.225
9198.0931.534965135332.71%65.05%14.25%20103PETSMART
INC2489.353941.176528.27687.8251150.2861388.074397.9876
201.5641.436572164732.20%62.58%14.52%20104PETSMART
INC2470.22995.37521.552615.8411132.4351520.0344647.3981
136.2761.527032230634.52%64.77%8.97%20101TANDY
LEATHER FACTORY
INC44.9175.3773.45917.5399.55914.58939.75271.6140.312570
847363.14%35.28%11.06%20102TANDY LEATHER
FACTORY
INC45.7945.43.40918.119.45714.3542.45161.7020.3029537995
62.37%34.31%11.86%20103TANDY LEATHER FACTORY
INC40.1445.2153.35820.8249.95813.64145.63922.5670.267889
248561.77%32.35%18.82%20104TANDY LEATHER
FACTORY
INC40.5966.6783.30820.23610.28517.31347.93631.2480.32528
0077961.43%33.70%7.21%20101SPARTAN STORES
INC756.33450.548175.714127.545245.568577.237310.415121.8
643.677057361721.95%65.82%21.11%20102SPARTAN
STORES
INC773.97466.858170.188128.623246.391602.056328.077131.9
333.644936135722.46%65.70%21.91%20103SPARTAN
STORES
INC763.498617.493170.886134.588238.285782.3383.6124122.3
774.691999954421.07%63.91%15.64%20104SPARTAN
STORES
INC751.396441.65170.711103.814241.448571.471334.535100.9
193.705086366722.72%69.93%17.66%20101BARNES &
NOBLE

INC4059.8541044.1425301787.683779.8661395.842723.570412
67.7860.661311029225.20%30.37%90.83%20102BARNES &
NOBLE
INC4019.2661454.027526.91761.118756.4451904.147851.9276
1318.7440.819446906223.64%30.05%69.26%20103BARNES &
NOBLE
INC3996.621710.107454.41615.874732.3712323.779896.34831
244.3631.012798964326.41%31.19%53.55%20104BARNES &
NOBLE
INC3596.466997.436463.11375.362704.6511374.797627.03459
49.010.666905586927.45%33.88%69.03%20101COSTCO
WHOLESALE
CORP234781489721356223111151729926319.960863172.5622
63501913.89%64.11%36.52%20102COSTCO WHOLESALE
CORP233661621121345365111051874226849.907655982.7978
CORP238991531421325546110581778025663.493859752.8070
CORP238152077823085638113142412524493.31559473.71566
5236113.87%66.74%24.65%20101URBAN OUTFITTERS
INC1708.178254.8280221.984548.575479.9616361.7626100.43
91.248807931146.91%71.19%20.93%20102URBAN
OUTFITTERS
INC1727.067292.6740243.203559.945552.1595406.09692.1511.
258306874446.99%69.72%16.69%20103URBAN OUTFITTERS
INC1721.971311.7940289.256582.786573.5925046.9429114.96
71.171147449945.64%66.83%20.04%20104URBAN
OUTFITTERS
INC1794.321377.0810229.561586.346668.395560.447782.9041.
453618520643.58%71.86%12.40%20101SCHNITZER STEEL
INDS -CL
A1295.875335.761144.798242.969431.067394.2821238.918959.
8291.57109100114.84%63.95%15.17%20102SCHNITZER
STEEL INDS -CL
A1268.928480.323100.143203.564429.545564.3281268.115269.
5392.151343797714.89%67.85%12.32%20103SCHNITZER

STEEL INDS -CL
A1350.158582.89399.371291.273438.354703.541390.261390.97
22.355899013217.15%60.08%12.93%20104SCHNITZER
STEEL INDS -CL
A1343.418557.27899.24268.103460.81639.091213.10591.8791.
992498784412.80%63.22%14.38%20101WEST MARINE
INC341.00480.5580242.80955.051109.559243.148551.7680.366
639359226.47%18.48%47.25%20102WEST MARINE
INC332.89147.1090240.12955.223233.39244.840.6650.6092252
00836.97%18.70%17.42%20103WEST MARINE
INC329.43119.2510208.93854.665172.544229.311232.930.5311
05603430.89%20.74%19.08%20104WEST MARINE
INC308.88685.3170201.58856.483107.309239.372529.4030.415
647242820.49%21.89%27.40%20101NAVARRE
CORP165.22484.2141.16924.8211.29298.79279.284465.6143.2
96563062714.76%31.27%66.42%20102NAVARRE
CORP181.957103.0980.05527.69410.548120.47694.595874.512
3.926495791614.42%27.58%61.85%20103NAVARRE
CORP199.015129.3720.04228.4699.758147.32578.238492.644.
607018855812.19%25.53%62.88%20104NAVARRE
CORP173.866108.5460.05524.9139.299124.30469.498280.3794
.066764077812.68%27.18%64.66%20101TRACTOR SUPPLY
CO1340.543479.9861.324755.617365.838710.9172107.4472394
.9550.707492117932.48%32.62%55.56%20102TRACTOR
SUPPLY
CO1363.243705.5271.238702.405372.5421065.6562213.759728
9.5380.967786494333.79%34.66%27.17%20103TRACTOR
SUPPLY
CO1428.058553.4261.151758.683385.223829.1142887.1687348
.610.757553275433.25%33.68%42.05%20104TRACTOR
SUPPLY
CO1463.474695.7321.316736.52395.7891032.6493528.9082247
.3880.930618785532.63%34.95%23.96%20101OLYMPIC
STEEL
INC381.799132.53623.42129.274112.556167.901355.3371.141.
100171414121.06%46.54%42.37%20102OLYMPIC STEEL

INC392.913169.4113159.82113.468212.756250.258287.2441.17
200633720.37%41.52%41.01%20103OLYMPIC STEEL
INC415.368171.7350.05181.348114.613209.185250.476176.254
1.006718097817.91%38.73%36.45%20104OLYMPIC STEEL
INC429.438176.72255.235200.606118.234215.201312.124481.6
450.925357503817.88%37.08%37.94%20101SCANSOURCE
INC781.187436.00830.429269.69520.191488.423752.4341250.4
421.792339124110.73%6.97%51.28%20102SCANSOURCE
INC824.878490.80730.429308.99620.531548.112709.953276.30
11.696266228410.45%6.23%50.41%20103SCANSOURCE
INC786.797440.66130.429312.53222.677496.102766.8719225.6
951.417992431611.18%6.77%45.49%20104SCANSOURCE
INC859.75524.47630.429346.6123.528582.342665.7058287.864
1.59139001919.94%6.36%49.43%20101AMERN EAGLE
OUTFITTERS
INC1975.19390.7660326.417677.88648.4623452.8917143.4771.
197069558939.74%67.50%22.13%20102AMERN EAGLE
OUTFITTERS
INC1849.703411.7940349.091657.131651.5022407.0851144.92
91.219212799836.79%65.31%22.25%20103AMERN EAGLE
OUTFITTERS
INC1909.124439.1980409.509652.361751.5073134.8417196.50
41.157917215941.56%61.44%26.15%20104AMERN EAGLE
OUTFITTERS
INC1879.998554.8420301.208643.12916.0882810.5324167.723
1.561358459139.43%68.10%18.31%20101PSS WORLD
MEDICAL
INC872.727331.009189.746217.5103.737478.8561200.9605125.
1551.5169599330.88%32.29%26.14%20102PSS WORLD
MEDICAL
INC877.688339.065191.667220.846101.269496.1891174.40341
37.4311.54701993431.67%31.44%27.70%20103PSS WORLD
MEDICAL
INC922.547352.191193.645240.211101.958510.0861249.89314
9.6981.527754702830.95%29.80%29.35%20104PSS WORLD
MEDICAL

INC951.672376.753195.662213.211102.401549.6581503.82191
28.0571.661820555731.46%32.45%23.30%20101EURO GROUP
OF COMPANIES
INC0.5331.1932.0970.0920.0710.0414.77791.0123.5611940299
-2882.50%43.56%2530.00%20102EURO GROUP OF
COMPANIES
INC0.5170.1422.1440.0920.0540.0195.76311.0121.5434782609
-647.37%36.99%5326.32%20103EURO GROUP OF
COMPANIES
INC0.5460.1792.2770.080.0360.09711.52611.0082.0813953488
-84.54%31.03%1039.18%20104EURO GROUP OF
COMPANIES
INC0.5410.0843.3860.0780.0180.021.26771.0091.0632911392-
320.00%18.75%5045.00%20101RELIANCE STEEL &
ALUMINUM
CO4571.7011083.19931.428845.275982.5051454.0753648.1399
299.2941.384100332925.51%53.75%20.58%20102RELIANCE
STEEL & ALUMINUM
CO4618.521211.038923.446896.66982.8881620.5852684.46292
91.7041.390451423325.27%52.29%18.00%20103RELIANCE
STEEL & ALUMINUM
CO4817.5231264.917944.231921.225985.361653.7983094.0265
326.3591.391635884623.51%51.68%19.73%20104RELIANCE
STEEL & ALUMINUM
CO4668.8931198.302857.789860.2151025.3051584.3373814.05
29244.9881.345318394124.37%54.38%15.46%20101TESSCO
TECHNOLOGIES
INC166.175108.5893.19452.8920.906141.953123.496576.9172.
218773625423.50%28.33%54.18%20102TESSCO
TECHNOLOGIES
INC184.718127.1713.09557.57721.394165.026113.657990.0252
.302425158622.94%27.09%54.55%20103TESSCO
TECHNOLOGIES
INC179.308132.9960.249.84921.761167.94120.454482.1312.47
6048628820.81%30.39%48.90%20104TESSCO
TECHNOLOGIES

INC161.16198.7362.95945.7121.148130.385.847562.9132.0664
9295224.22%31.63%48.28%20101NUTRISYSTEM
INC185.7872.139040.5525.076158.83559.298539.0431.5587174
00254.58%38.21%24.58%20102NUTRISYSTEM
INC176.55261.792023.89333.868141.634698.867141.9481.9177
25742156.37%58.63%29.62%20103NUTRISYSTEM
INC134.3452.6542016.7333.538121.189540.605526.6722.59232
4545256.55%66.72%22.01%20104NUTRISYSTEM
INC149.95338.2213028.74734.32487.862590.94326.4351.68089
3638556.50%54.42%30.09%20101PANTRY
INC2113.0551314.5221226.637125.1771014.0351507.798308.0
038145.70410.52876840712.82%89.01%9.66%20102PANTRY
INC1895.7121265.2341225.65136.2141006.191468.842283.610
4154.3359.680777073413.86%88.08%10.51%20103PANTRY
INC1914.3051426.9851209.859133.4531002.1511667.824320.6
356160.62110.583312010714.44%88.25%9.63%20104PANTRY
INC1896.451488.8721203.332130.9491005.1521723.298548.16
5144.35811.262184098513.60%88.47%8.38%20101INSIGHT
ENTERPRISES
INC1494.738879.83382.127121.831144.8691034.621663.74796
13.0017.117036809314.96%54.32%59.25%20102INSIGHT
ENTERPRISES
INC1621.0481083.83182.904124.01143.2221266.913608.84747
16.258.817333154414.45%53.59%56.54%20103INSIGHT
ENTERPRISES
INC1477.1991005.057166.37152.981142.9731169.197725.8763
478.9977.256965027714.04%48.31%40.97%20104INSIGHT
ENTERPRISES
INC1803.2831165.71691.619157.411141.3991339.199609.6377
46.5767.5112502912.95%47.32%55.75%20101DOLLAR TREE
INC2142.7836.8250707.7719.41352.65149.056258.61.20619819
8238.13%50.41%19.12%20102DOLLAR TREE
INC2257.3855250751.6724.11377.95646.368288.61.171794696
137.95%49.07%20.94%20103DOLLAR TREE
INC2362.1881.7250934.9741.41426.66444.536303.21.04559739
138.20%44.23%21.25%20104DOLLAR TREE

INC2380.51035.3250803.1741.11725.36241.2685261.41.191369
390139.99%47.99%15.15%20101AMERISOURCEBERGEN
CORP13556.27118770.8741375.2565361.851641.90919335.859
7399.31788225.5573.63260214092.92%10.69%42.54%20102A
MERISOURCEBERGEN
CORP13822.28818685.3731358.5054980.895665.80119300.627
8143.26478434.9343.61323250133.19%11.79%43.70%20103A
MERISOURCEBERGEN
CORP14003.78519029.7081359.6815096.601688.18419602.128
927.56038452.1123.7766738882.92%11.90%43.12%20104AME
RISOURCEBERGEN
CORP14434.84319119.3331343.1585210.098711.71219715.373
8508.79398833.2853.71007885263.02%12.02%44.80%20101PC
M
INC265.978249.9965.20942.82117.851289.85462.308885.5054.
488862952813.75%29.42%29.50%20102PCM
INC314.307274.5264.9952.88721.689316.98348.904103.255.73
6740920313.39%29.08%32.57%20103PCM
INC302.587290.5914.5456.15321.39336.09977.408595.25.3299
88994913.54%27.58%28.32%20104PCM
INC334.091373.7492.66663.58321.851425.37891.9679124.8516
.242884345612.14%25.58%29.35%20101TAITRON
COMPONENTS -CL
A21.4091.131112.0645.0961.658.38420.7060.092815231231.45
%29.70%42.79%20102TAITRON COMPONENTS -CL
A22.2331.171012.085.0721.7766.59261.0860.097001325434.07
%29.57%61.15%20103TAITRON COMPONENTS -CL
A22.1191.35012.4095.022.0355.81640.9880.110253583233.66%
28.80%48.55%20104TAITRON COMPONENTS -CL
A21.8671.113012.4144.9771.7288.75320.8710.089674898335.5
9%28.62%50.41%20101SYSTEMAX
INC790.257786.6550.991366.96764.772915.237796.6406315.39
12.147300639314.05%15.00%34.46%20102SYSTEMAX
INC797.544689.6460.793380.48762.622805.875552.7224316.95
41.845320247114.42%14.13%39.33%20103SYSTEMAX
INC858.344743.7791.073429.36570.65862.705450.4058338.995

1.836826975813.79%14.13%39.29%20104SYSTEMAX
INC894.1865.8257.386370.37573.7651006.172518.2455377.032
.165266211513.95%16.61%37.47%20101WAYSIDE
TECHNOLOGY GROUP
INC52.37936.31201.230.44440.35844.100526.19933.055985434
710.03%26.52%64.92%20102WAYSIDE TECHNOLOGY
GROUP
INC57.6143.68401.3160.41248.44243.499730.92934.315789473
GROUP
INC59.13247.7830.1591.1860.59652.99447.857831.16238.1958
GROUP
INC68.68358.6240.1381.1640.54564.93653.724838.99849.8927
6595749.72%31.89%60.06%20101AMCON DISTRIBUTING
CO87.036145.11331.33532.94811.642162.34137.944213.9154.3
CO91.524136.75831.41935.32611.864153.69934.32116.4544.00
CO102.013160.03433.91641.30911.781179.16332.744818.6484.
176525086410.68%22.19%10.41%20104AMCON
DISTRIBUTING
CO92.067161.12524.04335.00611.855179.53535.609616.6564.2
22629889310.25%25.30%9.28%20101AMERICAN POWER
GROUP
CORP10.2190.5820.5261.3610.9360.4415.8770.30.4343283582-
32.27%40.75%68.18%20102AMERICAN POWER GROUP
CORP8.1920.2170.5511.1871.0060.24812.25180.4690.1703296
CORP7.3960.240.5071.4290.990.3116.05980.6360.1834862385
CORP6.9271.1321.1351.2350.9751.57715.28470.9180.8498498
49828.22%44.12%58.21%20101POOL
CORP827.862190.851242.15382.3832.206269.8331119.299251.
590.517275866429.27%7.77%93.24%20102POOL
CORP879.871454.196242.131331.53732.162647.4671086.09222

21.3741.272405615829.85%8.84%34.19%20103POOL
CORP765.049321.381219.2306.60931.328455.02997.2181127.9
951.007233454429.37%9.27%28.13%20104POOL
CORP728.545165.22198.7347.43930.685241.4261110.7487169.
70.505222858331.56%8.12%70.29%20101SCHEIN (HENRY)
INC4262.6311222.705522.882806.115249.721760.315378.6891
483.2991.546441756730.54%23.65%27.46%20102SCHEIN
(HENRY)
INC4417.6651277.985523.421797.603248.2331849.4015024.11
86504.2481.59377770930.90%23.74%27.27%20103SCHEIN
(HENRY)
INC4604.4591330.889383.495849.541254.0041893.5115410.80
03532.2741.615995929929.71%23.02%28.11%20104SCHEIN
(HENRY)
INC4547.4711423.121395.309870.206252.5732023.5685644.13
52590.0291.655035304629.67%22.50%29.16%20101MSC
INDUSTRIAL DIRECT -CL
A1184.072202.54118.822243.283132.328384.8172898.58558.43
20.826812700547.37%35.23%15.18%20102MSC INDUSTRIAL
DIRECT -CL
A1197.066210.0690.091242.812135.352395.4822879.477264.75
10.864312531546.88%35.79%16.37%20103MSC INDUSTRIAL
DIRECT -CL
A1161.02239.2040.047266.066139.697450.3813292.474975.470
.940123172946.89%34.43%16.76%20104MSC INDUSTRIAL
DIRECT -CL
A1153.323247.2390285.985143.609461.3612797.970981.220.89
5710722446.41%33.43%17.60%20101STAR GAS PARTNERS
-
LP654.416260.187133.05972.02337.727348.819293.447325.217
3.864383368425.41%34.38%7.23%20102STAR GAS
PARTNERS -
LP609.155404.2382.82760.237.324551.732304.13917.1366.114
367394526.73%38.27%3.11%20103STAR GAS PARTNERS -
LP580.022133.41182.79762.85143.971176.761297.674615.7882
.168385466224.52%41.16%8.93%20104STAR GAS PARTNERS

-
LP582.508106.21982.7766.73444.712135.464317.949716.6261.
639371840921.59%40.12%12.27%20101AMERIGAS
PARTNERS -
LP1812.644389.574784.146119.85637.325656.5952243.973221
7.2383.749689590540.67%84.17%33.09%20102AMERIGAS
PARTNERS -
LP1805.307540.152784.369115.806636.949886.1012288.12711
55.4954.584241436739.04%84.62%17.55%20103AMERIGAS
PARTNERS -
LP1659.346236.493770.70395.885634.882396.6132361.201101.
7092.234322668440.37%86.88%25.64%20104AMERIGAS
PARTNERS -
LP1696.219230.557771.279114.122642.778381.0332558.15811
32.9272.195707762139.49%84.92%34.89%20101INDUSTRIAL
SERVICES AMER
INC75.55867.02229.31719.85326.56574.16970.741314.362.896
36992229.64%57.23%19.36%20102INDUSTRIAL SERVICES
AMER
INC85.65684.19428.7925.81526.61392.81572.502322.7483.687
22081119.29%50.76%24.51%20103INDUSTRIAL SERVICES
AMER
INC107.28568.23147.54130.87326.44776.55104.353314.7072.4
07246683610.87%46.14%19.21%20104INDUSTRIAL
SERVICES AMER
INC106.16292.38743.62334.31227.55499.47283.537411.4062.8
3460918927.12%44.54%11.47%20101SUBURBAN PROPANE
PRTNRS -
LP994.645224.853349.44986.027354.744301.4321661.31260.34
92.879316195525.41%80.48%20.02%20102SUBURBAN
PROPANE PRTNRS -
LP1030.212326.967347.84566.384351.348469.1631675.922146.
1864.290595823130.31%84.11%9.84%20103SUBURBAN
PROPANE PRTNRS -
LP986.443175.261347.89954.823350.153198.071653.235631.03
72.89192868411.52%86.46%15.67%20104SUBURBAN

PROPANE PRTNRS -
LP970.26160.937347.95361.047350.42168.0291922.358739.886
2.77788901354.22%85.16%23.74%20101RUSH ENTERPRISES
INC1007.31241.225174.154294.269355.636299.288481.986130.
1420.855068199919.40%54.72%10.07%20102RUSH
ENTERPRISES
INC1102.533260.66208.583308.891410.098329.839480.270138.
6860.864314609720.97%57.04%11.73%20103RUSH
ENTERPRISES
INC1144.724327.644223.329335.995414.754405.841556.05293
7.5331.016129982719.27%55.25%9.25%20104RUSH
ENTERPRISES
INC1167.933383.508224.081321.933445.919462.959741.12063
7.9331.165805376917.16%58.07%8.19%20101BIOSCRIP
INC714.563294.666316.6960.40622.514335.068423.581983.718
5.277820565612.06%27.15%24.99%20102BIOSCRIP
INC718.706336.183315.92854.08822.982412.03279.658874.193
5.87249986918.41%29.82%18.01%20103BIOSCRIP
INC743.881363.366314.75266.32222.723441.153277.030189.38
6.035478780817.63%25.52%20.26%20104BIOSCRIP
INC663.986375.435225.11766.50923.919450.372283.042483.85
15.652822006916.64%26.45%18.62%20101ABERCROMBIE &
FITCH -CL
A2738.596199.65170.603316.4471209.345687.8043856.854814
8.4390.636751864270.97%79.26%21.58%20102ABERCROMBI
E & FITCH -CL
A2856.863204.78475.967480.1281204.349745.7983259.807220
5.0250.514161252972.54%71.50%27.49%20103ABERCROMBI
E & FITCH -CL
A2922.777265.99581.67511.8211220.103885.7793763.5795202.
0440.536307814269.97%70.45%22.81%20104ABERCROMBIE
& FITCH -CL
A2947.902357.01368.566385.8571149.5831149.3964398.07091
37.2350.795414391468.94%74.87%11.94%20101EMPIRE
RESOURCES
INC163.19111.8251.735108.3674.167120.12615.110123.1581.0

0096672846.91%3.70%19.28%20102EMPIRE RESOURCES
INC171.004107.0211.698105.0744.137114.82229.874321.481.0
INC174.149116.3571.66117.1474.106124.95233.766221.3461.0
INC190.12499.2081.621132.1964.078105.11348.146831.4820.7
9575524485.62%2.99%29.95%20101PENSKE AUTOMOTIVE
GROUP
INC3916.1752024.135862.7851384.231720.5752424.1871328.6
876213.5411.504506342616.50%34.23%8.81%20102PENSKE
AUTOMOTIVE GROUP
INC3838.6632188.655844.2921364.718707.8322603.811046.73
31209.5351.592357661115.94%34.15%8.05%20103PENSKE
AUTOMOTIVE GROUP
INC3975.5972218.104837.9761437.939731.8132630.0841215.5
88210.9991.582857980815.66%33.73%8.02%20104PENSKE
AUTOMOTIVE GROUP
INC4069.8322253.376769.2851524.226739.8472670.3041604.3
82261.9861.521438542415.61%32.68%9.81%20101STAGE
STORES
INC823.132235.8334.844349.195335.382340.042590.1903128.9
30.719481965730.65%48.99%37.92%20102STAGE STORES
INC812.166226.33931.491338.899327.87345.019420.926115.01
20.657872325634.40%49.17%33.33%20103STAGE STORES
INC854.132240.75428.449420.078326.056331.85487.9047184.1
710.634417116727.45%43.70%55.50%20104STAGE STORES
INC796.084288.42625.002325.501317.954453.679564.78995.36
50.773696684136.43%49.41%21.02%20101INGRAM MICRO
INC7721.9117638.528251.9642579.494221.2258095.9542902.6
6473832.6473.00765623585.65%7.90%47.34%20102INGRAM
MICRO
INC7692.4687702.805254.3172645.951223.5348156.3282380.0
7553997.9432.94819101535.56%7.79%49.02%20103INGRAM
MICRO
INC8478.8337984.718535.8662875.714228.5618453.8352643.6
6494133.2822.89214141025.55%7.36%48.89%20104INGRAM

MICRO
INC9084.0329318.205531.1272914.525247.3959882.8673030.4
4214593.6943.21859080435.71%7.82%46.48%20101UNITED
NATURAL FOODS
INC1125.941713.51752.601412.6245.797884.7681038.5141205.
7561.831383283919.36%37.33%23.26%20102UNITED
NATURAL FOODS
INC1101.848724.90551.344393.596245.8898.2171170.9351172.
3231.798334400119.30%38.44%19.19%20103UNITED
NATURAL FOODS
INC1167.53796.42449.692438.752254.603985.6941328.760319
8.6231.913680335619.20%36.72%20.15%20104UNITED
NATURAL FOODS
INC1250.799797.87948.433439.702279.255988.461468.300619
2.3311.816552716519.28%38.84%19.46%20101EPLUS
INC386.234151.18546.96613.44824.45189.017142.3192.48513.
28281497120.02%64.52%48.93%20102EPLUS
INC390.804189.07441.3211.44722.752232.892176.426389.2211
5.189716810618.81%66.53%38.31%20103EPLUS
INC402.433185.00434.78221.65526.084229.979200.207297.842
11.177814029419.56%54.64%42.54%20104EPLUS
INC389.57625.83713.59.06223.80666.502226.690685.9161.682
260637461.15%72.43%129.19%20101NU SKIN ENTERPRISES
-CL
A770.8157.545114.653114.47380.308364.1241824.5728.9790.5
228179284.20%41.23%7.96%20102NU SKIN ENTERPRISES -
CL
A772.56760.219113.258113.81988.979388.3621550.64628.3850
.527561193684.49%43.88%7.31%20103NU SKIN
ENTERPRISES -CL
A819.7161.188107.3118.28395.416383.5531785.628.7630.5272
509584.05%44.65%7.50%20104NU SKIN ENTERPRISES -CL
A892.22463.863133.013114.475133.722401.221879.14625.480.
548750204184.08%53.88%6.35%20101GENESIS ENERGY -
LP1147.976436.713378.447.928279.766466.531771.5311120.75
59.91042980986.39%85.37%25.88%20102GENESIS ENERGY

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© 2008 Prentice-Hall, Inc.Regression ModelsChapter 4.docx