Ebook: Discovering statistics using SPSS

1. Why is my evil lecturer forcing me to learn statistics? -- 2. Everything you ever wanted to know about statistics (well, sort of) -- 3. SPSS environment -- 4. Exploring data with graphs -- 5. Exploring assumptions -- 6. Correlation -- 7. Regression -- 8. Logistic regression -- 9. Comparing two means -- 10. Comparing several means: ANOVA (GLM 1) -- 11. Analysis of covariance, ANCOVA (GLM 2) -- 12. Factorial ANOVA (GLM 3) -- 13. Repeated-measures designs (GLM 4) -- 14. Mixed design ANOVA (GLM 5) -- 15. Non-parametric tests -- 16. Multivariate analysis of variance (MANOVA) -- 17. Exploratory factor analysis -- 18. Categorical data -- 19. Multilevel linear models.;Andy Field draws on his experience of teaching advanced statistics to extend existing SPSS Windows texts to a higher level. He covers ANOVA, MANOVA, logistic regression, comparing means tests and factor analysis.