Doing Quantitative Research in Education with SPSS, Second Edition, an accessible and authoritative introduction, is essential for education students and researchers needing to use quantitative methods for the first time.
Using datasets from real-life educational research and avoiding the use of mathematical formulae, the author guides students through the essential techniques that they will need to know, explaining each procedure using the latest version of SPSS. The datasets can also be downloaded from the book's website, enabling students to practice the techniques for themselves.
This revised and updated second edition now also includes more advanced methods such as log linear analysis, logistic regression, and canonical correlation.
Written specifically for those with no prior experience of quantitative research, this book is ideal for education students and researchers in this field.
Chapter 9: Multivariate Analysis: Using Regression Models to Look at the Relationship Between Several Predictors and One Dependent Variable
Multivariate Analysis: Using Regression Models to Look at the Relationship Between Several Predictors and One Dependent Variable
In the previous chapters we have looked at bivariate analysis, the relationship between two variables. In this chapter we will start to look at multivariate analyses, the relationship between more than two variables.
Why might we want to do that? ...