Instructor: Cyrus Samii
TA: Giacomo Lemoli
This Repo is publicly available
These lab materials were created by Giacomo Lemoli. Some parts draw from material previously created, updated, and revised by Antonella Bandiera, Ye Wang, and Junlong Aaron Zhou.
Lab materials will be uploaded here every week prior to each lab session.
Before the first lab, please make sure you have R and (the free version of) RStudio (https://rstudio.com) on your machine.
- Thursdays, 4pm-6pm
- Room 217
By appointment: gl1759@nyu.edu
- Lab 1. Introduction: R Markdown, reproducibility, DAGs
- Lab 2. Regression, Robust inference I
- Lab 3. DAG Review, Bootstrap, Clustering
- Lab 4. Inference for causal quantities
- Lab 5. Conditioning strategies
- Lab 6. Instrumental Variables
- Lab 7. DiD
- Lab 8. Synthetic control
- Lab 9. RDD I
- Lab 10. RDD II
- Lab 11. Distributional analysis
- Lab 12. Mediation and moderation
- Lab 13. Multiple endpoints, missing data, power analysis