The process of statistical analysis in psychology - McBride, Dawn M. (Los Angeles SAGE, 2018)
Part I: why do we use statistics? -- 1. Why statistics? -- The Starting Place: Data and Distributions -- 3. Probability and Sampling -- 4. Central Tendency -- 5. Variability -- 6. Presenting Descriptive Statistics -- Part II: Descriptive statistics -- 7. The Normal Distribution and z Scores -- 8. Hypothesis-Testing Logic -- Part III: Basics of hypothesis testing -- Part IV: The nuts and bolts of statistical test -- 9. The t Distribution -- 10. Related/Paired Samples t Test -- 11. Independent Samples t Test -- 12. One-Way Analysis of Variance (ANOVA) -- 13. Two-Way Analysis of Variance (ANOVA) -- 14. One-Way Within-Subjects Analysis of Variance (ANOVA) -- 15. Correlation Tests and Simple Linear Regression -- 16. Chi-Square Tests.
Includes bibliographical references and index.
Keywords: Psychology -- Research -- Statistical methods