Preface xv // How to Use This Book xxi // Thank You xxv // Symbols Used in This Book xxviii // Some Maths Revision xxx // 1 Why Is My Evil Lecturer Forcing Me to Learn Statistics? 1 // 2 The Spine of Statistics 47 // 3 The Phoenix of Statistics 95 // 4 The IBM SPSS Statistics Environment 135 // 5 Exploring Data With Graphs 177 // 6 The Beast of Bias 225 // 7 Non-Parametric Models 281 // 8 Correlation 333 // 9 The Linear Model (Regression) 369 // 10 Comparing Two Means 437 // 11 Moderation, Mediation and Multicategory Predictors 481 // 12 GLM 1: Comparing Several Independent Means 519 // 13 GLM 2: Comparing Means Adjusted for Other Predictors (Analysis of Covariance) 573 // 14 GLM 3: Factorial Designs 607 // 15 GLM 4: Repeated-Measures Designs 649 // 16 GLM 5: Mixed Designs 703 // 17 Multivariate Analysis of Variance (Manova) 735 // 18 Exploratory Factor Analysis 777 // 19 Categorical Outcomes: Chi-Square and Loglinear Analysis 835 // 20 Categorical Outcomes: Logistic Regression 877 // 21 Multilevel Linear Models 935 // Epilogue 991 // Appendix 995 // Glossary 1007 // References 1043 // Index 1057