Course materials

We will post the relevant materials for each week here. You can access more details about each week on the sidebar or on the Schedule page.

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

  1. Introduction
  2. Probability
  3. Conditional Probability | Board notes (1/27) | Board Notes (2/1)
  4. Random Variables | Board notes (2/3)
  5. Expectation | Board Notes (M 2/8) | Board Notes (W 2/10)
  6. Continuous Random Variables | Board Notes (W 2/18)
  7. Multivariate Distributions | Board Notes (M 2/22) | Board Notes (W 2/24)
  8. Normal Distribution | Board Notes (W 3/3) | Board Notes (M 3/8)
  9. Sampling and Estimation | Board Notes (W 3/10)
  10. Asymptotics | Board Notes (W 3/10) | Board Notes (M 3/15) | Board Notes (W 3/17)
  11. Hypothesis Tests | Board Notes (W 3/17) | Board Notes (M 3/22)
  12. Confidence Intervals | Board Notes (W 3/24)
  13. Conditional Expectation | Board Notes (M 3/29) | Board Notes (M 4/5)
  14. Linear Model | Board Notes (M 4/5) | Board Notes (W 4/7)
  15. Algebra of Least Squares
  16. Least Squares Properties
  17. Clustering and Panel Data