Statistics Using R

Preface; Acknowledgments; 1. Introduction; 2. Examining Univariate Distributions; 3. Measures of Location, Spread, And Skewness; 4. Re-Expressing Variables; 5. Exploring Relationships Between Two Variables; 6. Simple Linear Regression;7. Probability Fundamentals; 8. Theoretical Probability Models; 9. The Role of Sampling in Inferential Statistics; 10. Inferences Involving the Mean of a Single Population When Σ Is Known; 11. Inferences Involving the Mean When Σ Is Not Known: One- And Two-Sample Designs; 12. Research Design: Introduction and Overview; 13. One-Way Analysis Of Variance; 14. Two-Way Analysis Of Variance; 15. Correlation And Simple Regression as Inferential Techniques; 16. An Introduction to Multiple Regression; 17. Two-Way Interactions in Multiple Regression; 18. Nonparametric Methods; Appendix A. Data Set Descriptions; Appendix B. .R Files and Datasets in R Format; Appendix C. Statistical Tables; Appendix D. References; Appendix E. Solutions to End of Chapter Exercises; Index.