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.
Introduction to Causal Inference
Slides
Videos
Two videos explain the foundations of causal inference based on directed acyclic graphs (DAGs)
Matching
Slides
Videos
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Instrumental Variables
Slides
Videos
The following five videos cover instrumental variables and appliations: