Here are the class materials for STAT 131 - Introduction to Probability Theory - Summer 2024. To be updated.
Textbook: Joe Blitzstein and Jessica Hwang (2014). Introduction to Probability. Second Edition. Chapman & Hall.
A free online version of the book is available at http://probabilitybook.net.
| Lecture | Notes | Topics |
|---|---|---|
| 1 | html| pdf | Probability and Counting |
| 2 | html| pdf | Conditional Probability |
| 3 | html| pdf | Random Variables and their Distributions |
| 4 | html| pdf | Expectation |
| 5 | html| pdf | Continuous random variables |
| 6 | html| pdf | Moments, Joint distributions |
| 7 | html| pdf | Covariance, correlation,and transformations |
| 8 | html| pdf | Conditional expectations and limit theorems |