Contents

  1. Introduction

  2. About the Book

  3. Acknowledgements

  4. Accessibility

  5. OER Adoption Form

  6. Chapter 1: Research design - a refresher

    1. Muddled Max's New Study

    2. The Research Process

    3. The Experiment

  7. Chapter 2: Statistics

    1. Descriptive vs. Inferential Statistics

    2. Central Tendency, Dispersion, and Shape

    3. Inferential Statistics 101

    4. In Practice: Statistics

  8. Chapter 3: Intro to jamovi

    1. Overview of jamovi

    2. Getting Started with jamovi

    3. Describing Data

    4. Visualizing Data

  9. Chapter 4: Power, Effect Size, and Reproducible Research

    1. Power and Effect Size

    2. In Practice: Sample Size Determination

  10. Chapter 5: Two-Sample Experiments and t-Tests

    1. Designing the Two-Sample Experiment

    2. t-Tests

    3. Assumptions of the t-Test

    4. In Practice: t-Tests

    5. Alternatives to the t-Test

  11. Chapter 6: Three or More Means: The One-Way ANOVA

    1. When and Why Do We Use ANOVA?

    2. Theory of ANOVA

    3. Follow-Up Tests

    4. In Practice: One-Way ANOVA

    5. Alternatives to the One-Way ANOVA

  12. Chapter 7: Repeated Measures ANOVA

    1. Repeated Measures Design

    2. Theory of One-Way Repeated Measures ANOVA

    3. Assumptions of Repeated Measures Designs

    4. In Practice: Repeated Measures ANOVA

    5. Alternatives to the Repeated Measures ANOVA

  13. Chapter 8: Factorial Designs and Two-Way ANOVA

    1. What is a Factorial Design?

    2. Two-Way ANOVA

    3. In Practice: Two-Way ANOVA

  14. Chapter 9: Other ANOVAs - Mixed, 3-Way, ANCOVA

    1. Mixed ANOVAs

    2. Three-Way ANOVA

    3. Analysis of Covariance

  15. Chapter 10: Correlation - Associations Between Pairs of Variables

    1. Correlational Design

    2. What is r?

    3. In Practice: Pearson's Correlation Coefficient

  16. Chapter 11: Regression

    1. Introduction to Regression

    2. Fit of the Regression Model

    3. In Practice: Regression

    4. Extending the Regression Model: Multiple Regression

  17. Chapter 12: Chi-Square

    1. Chi-Square

    2. Chi-Square Goodness of Fit

    3. Chi-Square Test of Independence

    4. McNemar's Test

  18. References

  19. Glossary

  20. Version History

  21. TRU Open Education Resource Error Form