Discovering Statistics Using IBM SPSS Statistics: North American Edition, 5 edition

Book Description With an exciting new look, math diagnostic tool, and a research roadmap to navigate projects, this new edition of Andy Field’s award-winning text offers a unique combination of humor and step-by-step instruction to make learning statistics compelling and accessible to even the most anxious of students. The Fifth Edition takes students from initial theory to regression, factor analysis, and multilevel modeling, fully incorporating IBM SPSS Statistics© version 25 and fascinating examples throughout.
-

Content

1. Why is my evil lecturer forcing me to learn statistics?
2. The SPINE of statistics
3. The phoenix of statistics
4. The IBM SPSS Statistics environment
5. Exploring data with graphs
6. The beast of bias
7. Non-parametric models
8. Correlation
9. The Linear Model (Regression)
10. Comparing two means
11. Moderation, mediation and multicategory predictors
12. GLM 1: Comparing several independent means
13. GLM 2: Comparing means adjusted for other predictors (analysis of covariance)
14. GLM 3: Factorial designs
15. GLM 4: Repeated-measures designs
16. GLM 5: Mixed designs
17. Multivariate analysis of variance (MANOVA)
18. Exploratory factor analysis
19. Categorical outcomes: chi-square and loglinear analysis
20. Categorical outcomes: logistic regression
21. Multilevel linear models