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Index
Cover
Half Title
Acknowledgements
Title Page
Copyright Page
Contents
Extended Contents
Preface
How to use this book
Thank You
Symbols used in this book
Some maths revision
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
Epilogue
Appendix
Glossary
References
Index
Publisher Note
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