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 |