Table of contents : Discovering Statistics Using IBM SPSS Statistics (Front Cover) Discovering Statistics Using IBM SPSS Statistics Copyright Contents Extended Contents Preface How to use this Book Thank You Dedication Symbols Used in this Book A Brief Maths Overview Chapter 1: Why is my Evil Lecturer Forcing me to Learn Statistics? Chapter 2: The SPINE of Statistics Chapter 3: The Phoenix of Statistics Chapter 4: The IBM SPSS Statistics Environment Chapter 5: Visualizing Data Chapter 6: The Beast of Bias Chapter 7: Non-Parametric Models Chapter 8: Correlation Chapter 9: The Linear Model (Regression) Chapter 10: Categorical Predictors: Comparing Two Means Chapter 11: Moderation and Mediation Chapter 12: GLM 1: Comparing Several Independent Means Chapter 13: GLM 2: Comparing Means Adjusted for Other Predictors (Analysis of Covariance) Chapter 14: GLM 3: Factorial Designs Chapter 15: GLM 4: Repeated-Measures Designs Chapter 16: GLM 5: Mixed Designs Chapter 17: Multivariate Analysis of Variance (MANOVA) Chapter 18: Exploratory Factor Analysis Chapter 19: Categorical Outcomes: Chi-Square and Loglinear Analysis Chapter 20: Categorical Outcomes: Logistic Eegression Chapter 21: Multilevel Linear Models Epilogue Appendix Glossary References Index