An Introduction to Statistical Concepts

1. Introduction 2. Data Visualization 3. Univariate Population Parameters and Sample Statistics 4. The Normal Distribution and Standard Scores 5. Introduction to Probability and Sample Statistics 6. Introduction to Hypothesis Testing: Inferences About a Single Mean 7. Inferences About the Difference Between Two Independent Means 8. Inferences About the Difference Between Two Dependent Means 9. Inferences About Proportions 10. Inferences About Variances 11. Bivariate Measures of Association 12. One-Factor Analysis of Variance - Fixed-Effects Model 13. Multiple Comparison Procedures 14. Factorial Analysis of Variance - Fixed-Effects Model 15. Random- and Mixed-Effects Analysis of Variance Models 16. Hierarchical and Randomized Block Analysis of Variance Models 17. Simple Linear Regression 18. Multiple Linear Regression 19. Introduction to Analysis of Covariance: The One-Factor Fixed-Effects Model with a Single Covariate 20. Logistic Regression 21. Mediation and Moderation