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• 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