Readings
Weekly readings are all from the course textbook: Tamhane, Ajit C., and Dorothy D. Dunlop. Statistics and Data Analysis from Elementary to Intermediate. Prentice Hall, 2000. A list of books for futher reading on a selection of course topics can be found in related resources.
| LEC # | TOPICS | READINGS |
|---|---|---|
| 1 | Introduction and Collecting Data | Chapters 1 and 3 |
| 2 | Summarizing and Exploring Data | Chapter 4 |
| 3 | Summarizing and Exploring Data | Chapter 4 |
| 4 | Review of Probability | Chapter 2 |
| 5 | Sampling Distributions | Chapter 5 |
| 6 | Basic Concepts of Inference | Chapter 6 and pp. 613-618, in preparation for Assignment 4. |
| 7 | Inference for Single Samples | Chapter 7 |
| 8 | Inference for Two Samples | Chapter 8 |
| 9 | Inference for Proportion and Count Data | Chapter 9 |
| 10 | Review and Examples | |
| 11 | Midterm Exam | |
| 12 | Simple Linear Regression and Correlation | Chapter 10 |
| 13 | Simple Linear Regression and Correlation | Chapter 10 |
| 14 | Multiple Linear Regression | Chapter 11 |
| 15 | Multiple Linear Regression Logistic Regression Regression Review and Robust Regression | Chapter 11 |
| 16 | ANOVA - single factor | Chapter 12 |
| 17 | ANOVA - single factor | Chapter 12 |
| 18 | ANOVA - multifactor | Chapter 13 |
| 19 | ANOVA - multifactor | Chapter 13 |
| 20 | Nonparametric Methods | Chapter 14 |
| 21 | Nonparametric Methods | Chapter 14 |
| 22 | Special Topics | |
| 23 | Special Topics | |
| 24 | Review and Examples | |
| 25 | Final Exam |
