stat131

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