Part I. Basic Concepts.- 1. Introduction to Statistics.- 2. Frequency Distributions.- 3. Measures of Central Tendency and Variability.- 4. Standard Scores, the Normal Distribution, and Probability.- 5. Sampling and Confidence Intervals.- Part II. One- and Two-Sample Difference Tests.- 6. Introduction to Hypothesis Testing.- 7. The Single-Sample t Test.- 8. Independent-Samples t Test.- 9. The Paired-Samples t Test.- Part III. Analysis of Variance.- 10. Between-Subjects, One-Way Analysis of Variance.- 11. One-Way, Repeated-Measures ANOVA.- 12. Between-Subjects, Two-Way Analysis of Variance.- Part IV. Correlation, Regression, and Nonparametric Statistical Tests.- 13 The Pearson Correlation Coefficient.- 14. Simple and Multiple Linear Regression.- 15. Nonparametric Statistical Tests. Chi-Square.- 16. Selecting the Right Statistical Test.
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