One day course on causal inference, MPI-EVA 9 September 2021
Intro: Foundations of causal inference Part 1: Inadequacy of ordinary statistical procedures Part 2: Causal design with structural causal models Part 3: Bayesian causal inference
There is nothing special to prepare ahead of time. Paper and pencil will be useful for the in-class exercises.
The slides are divided into three parts, due to the size of the files. You should download the files, rather than try to view them in your browser.
The code for the examples in the lecture are found in the R script.
The presentation was recorded and is available here https://www.youtube.com/watch?v=KNPYUVmY3NM