Collaborative Statistics

Abstract

Preface. Additional Resources. Author Acknowledgements. Student Welcome Letter. 1. Sampling and Data. 2. Descriptive Statistics. 3. Probability Topics. 4. Discrete Random Variables. 5. Continuous Random Variables. 6. The Normal Distribution. 7. The Central Limit Theorem. 8. Confidence Intervals. 9. Hypothesis Testing: Single Mean and Single Proportion. 10. Hypothesis Testing: Two Means, Paired Data, Two Proportions. 11. The Chi-Square Distribution. 12. Linear Regression and Correlation. 13. F Distribution and ANOVA. 14. Appendix. 15. Tables.