1. Statistics and Probability are not Intuitive 2. The Complexities of Probability 3. From Sample to Population 4. Confidence Intervals 5. Types of Variables 6. Graphing Variability 7. Quantifying Variation 8. The Gaussian Distribution 9. The Lognormal Distribution and Geometric Mean 10. Confidence Interval for a Mean 11. Error Bars 12. Comparing Groups with Confidence Intervals 13. Comparing Groups with P Values 14. Statistical Significance and Hypothesis Testing 16. How Common are Type I Errors? 18. Statistical Power and Sample Size 19. Commonly Used Statistical Tests 20. Normality Tests 21. Outliers 22. Correlation 23. Simple Linear Regression 24. Nonlinear, Multiple, and Logistic Regression 25. Common Mistakes to Avoid When Interpreting Published Statistics 26. Review |