Title and Frontmatter -- Preface to the Third Edition -- Preface to the Second Edition -- Preface to the First Edition -- Contents -- Part 1: The Nature of Data and Statistics -- 1. The Basics -- 2. Looking at the Data -- 3. Describing the Data with Numbers -- 4. The Normal Distribution -- 5. Probability -- 6. Elements of Statistical Inference -- C.R.A.P. Detectors -- Part 2: Analysis of Variance -- 7. Comparing Two Groups -- 8. More than Two Groups -- 9. Factorial ANOVA -- 10. Two Repeated Observations -- 11. Repeated-Measures ANOVA -- 12. Multivariate ANOVA (MANOVA) -- C.R.A.P. Detectors -- Part 3: Regression and Correlation -- 13. Simple Regression and Correlation -- 14. Multiple Regression -- 15. Logistic Regression -- 16. Advanced Topics in Regression and ANOVA -- 17. Measuring Change -- 18. Analysis of Longitudinal Data: Hierarchical Linear Modeling -- 19. Principal Components and Factor Analysis -- 20. Path Analysis and Structural Equation Modeling -- C.R.A.P. Detectors -- Part 4: Nonparametric Statistics -- 21. Tests of Significance for Categorical Frequency Data -- 22. Measures of Association for Categorical Data -- 23. Tests of Significance for Ranked Data -- 24. Measures of Association for Ranked Data -- 25. Survival Analysis -- C.R.A.P. Detectors -- Part 5: Reprise -- 26. Equivalence and Non-Inferiority Testing -- 27. Screwups, Oddballs, and Other Vagaries of Science -- 28. Putting It All Together -- 29. Getting Started with SPSS -- Test Yourself (Being a Compendium of Questions and Answers) -- Answers to Chapter Exercises -- References and Further Reading -- An Unabashed Glossary of Statistical Terms -- Appendix -- Index.