SIKS Course on Causal Inference 2023
The official web page of the course is here.
Slides, exercise
For the moment, we distribute the slides and exercises from here, but we intend to put them on the official course web page soon.
- Tom Claassen: Introduction to graphical causal modeling. slides
- Sara Magliacane: Constraint-based causal discovery. slides, exercise
- Philip Boeken: Correcting for selection bias and missing response. slides
- Stéphanie van der Pas: Introduction to the potential outcomes framework. link to material (only accessible for course participants)
- Kim Luijken: Formulation of causal research questions. slides github
- Oisín Ryan: Causal policy evaluation. slides exercises github
R exercises
The R exercises can be made after installing RStudio on your computer, or alternatively,
you can try an online R notebook for which you only need a web browser.
Joris M. Mooij
