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SPSS Web Books Regression with SPSS

by Xiao Chen, Phil Ender, Michael Mitchell and Christine Wells
(in alphabetical order)

The aim of these materials is to help you increase your skills in using regression analysis
with SPSS.  This web book does not
teach regression, per se, but focuses on how to perform regression analyses
using SPSS.  It is assumed
that you have had at least a one quarter/semester course in regression (linear models) or a general
statistical methods course that covers simple and multiple regression and have
access to a regression textbook that explains the theoretical background of the
materials covered in these chapters. These
materials also assume you are familiar with using SPSS, for example that you
have taken the Introduction to SPSS class or have
equivalent knowledge of SPSS.  If you are a member of the UCLA community and have questions about these
materials, we welcome you to send questions via email to
ATSstat at ucla.edu or to visit our consulting services .

Book Chapters

(also see short outline)

Accessing the Data Files

All data files used in the book are available as SPSS version 8 (.sav) files and can be downloaded as a single ZIP file spss_wb.zip.

You can store these data files in any folder on your computer.  Our
examples will assume that you have stored the files in a folder called c:spssreg
, so whenever an example refers to c:spssreg you can change that to the name of
the folder where you stored the files on your computer.

Recommended Readings

It is important to refer to the SPSS manuals to learn about
using SPSS.  We hope these chapters will introduce you to a number of new SPSS
commands, however it is important to have the manuals to show you the detail of the
syntax of the commands, examples, and technical explanations of what the commands are
doing. Fortunately, if you have SPSS you also should have access to the SPSS
manuals from within SPSS by clicking on Help then Syntax Guide. If this is not
available, you should reinstall SPSS and choose a custom
installation and be sure to check the box that allows you to install the syntax
guide.

Regression Textbooks

There may be a number of regression
concepts introduced in the chapters that are new to you.  Since the
chapters focus on how to analyze your data using SPSS (and not the underlying
concepts) you may want to have a good regression book to help explain such
concepts.  Below we list a number of regression books that we would recommend.  Each of these books is very good in their own way and
yet, each one of them is different. Different individuals prefer
different books from the list, and some of them may appeal to your learning style more than
others.   If you are interested in acquiring one of these books, we would invite you
to preview them via our Statistics Books for Loan program.
Also note that some of these have corresponding web pages at our SPSS
Textbook Examples page.

Chatterjee, S., Hadi, A., & Price, B. (2000) Regression analysis by example.
New York: Wiley. ISBN 0-471-31946-5

Fox, J. (1997) Applied regression analysis, linear models, and related methods.
Thousand Oaks, CA: Sage Publications. ISBN 0-8039-4540-X

Hamilton, L.C. (1992) Regression with graphics. Belmont, CA: Wadsworth. ISBN
0-534-15900-1

Pedhazur, E.J. (1997). Multiple regression in behavioral research, third edition.
New York: Harcourt Brace College Publishers. ISBN 0-03-072831-2

Recommended Web Pages on Regression

See the For More Information page for additional readings and
resources on regression analysis in SPSS.

How to Cite This Page

We welcome you to cite our web book as you would cite other books or journal
articles. Here is the recommended method for citing this book.

Chen, X., Ender, P., Mitchell, M. and Wells, C. (2003).
Regression with SPSS, from
https://stats.idre.ucla.edu/stat/spss/webbooks/reg/default.htm .