Topics Covered:

1. Identification with Randomized and Conditionally Randomized Treatment Assignment
2. Estimation, CIs, and Testing with Randomized and Conditionally Randomized Treatment Assignment
3. Random Variables and Functions of Random Variables (Expectation, Variance, ...)
4. Joint and Conditional Distributions

Lecture:
Lecture video (2 hrs)
Lecture slides
Lecture slides (printable) 

Section (for both R and Stata):
Section video (1 hr)
section10.pdf