Approaching Multivariate Analysis, 2nd Edition A Practical Introduction

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Contents

Approaching Multivariate Analysis provides an introduction to a range of advanced statistical techniques that are used in psychology, in an accessible, non-mathematical way.

• Preface
1. Multivariate Techniques in Context
2. Analysis of Variance (ANOVA)
3. Multivariate Analysis of Variance (MANOVA)
4. Multiple Regression
5. Analysis of covariance (ANCOVA)
6. Partial Correlation, Mediation and Moderation
7. Path Analysis
8. Factor Analysis
9. Discriminant Analysis and Logistic Regression
10. Cluster Analysis 11. Multidimensional Scaling
11. Loglinear Models
12. Poisson Regression
13. Survival Analysis
14. Longitudinal Data.
• Appendix: SPSS and SAS Syntax.

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