Please check the book via http://www.ats.ucla.edu/stat/spss/webbooks/reg/default.htm

SPSS Web Books
Regression with SPSSby 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 ATS SPSS 1 & SPSS 2 classes 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 or to visit our consulting services .
Book Chapters(also see short outline)

• Section 1: Regression Concepts
  • Chapter 1 - Simple and Multiple Regression
  • Chapter 2 - Regression Diagnostics
  • Chapter 3 - Regression with Categorical Predictors
• Section 2: Categorical Coding and Interactions in Depth
  • Chapter 4 - Beyond Ordinary Least Squares Regression (under development)
  • Chapter 5 - Additional coding systems for categorical variables in regression analysis
  • Chapter 6 - More on interactions of categorical variables in regression analysis (under development)
  • Chapter 7 - More on interactions of continuous and categorical variables in regression analysis (under development)
  • Chapter 8 - Interactions of continuous variables in regression analysis (under development)