Course Materials
On this page you will find the lecture slides and videos as well as links to papers with textbook-like applications of each technique. You can find more resources on learning R and learning econometrics and causal inference under Resources.
0 Housekeeping
Slides
1 Foundations of Causal Inference: DAGs
Slides
Videos
These two videos explain the foundations of causal inference based on directed acyclic graphs (DAGs)
2 Regression Recap
Slides
3 The Potential Outcomes Framework and Randomised Experiments
Slides
4 Matching
Slides A, Slides B
5 Instrumental Variables
Slides
Videos
The following five videos cover instrumental variables and applications: