ECTS : 3
Description du contenu de l'enseignement :
Slides will be provided to the students.
1. Potential oucomes
2. Randomized experiments
3. Matching
4. Instrumental variables
5. Regression discontinuity
6. Difference in difference
7. Synthetic control
Compétence à acquérir :
Discover the different tools that can be used to evaluate a public policy. Understanding the main assumptions and data that are necessary, but also understand the type of parameters that are estimated.
Mode de contrôle des connaissances :
Examen écrit.
Bibliographie, lectures recommandées :
Cunningham, S. (2021). Causal inference: The mixtape. Yale university press.
Huntington-Klein, N. (2021). The effect: An introduction to research design and causality. Chapman and Hall/CRC.