# Readings, lectures, and videos

Each class session has a set of required readings that you should complete ** before** lecture.

Here is a list of all the lecture slides the course:

- Introduction
- Probability
- Conditional Probability
- Random Variables
- Expectation
- Continuous Random Variables
- Multivariate Distributions
- Conditional Expectation
- Sampling and Estimation
- Asymptotics
- Hypothesis Tests
- Linear Regression
- Algebra of Least Squares
- Statistics of Least Squares
- Panel and Clustered Data