Instructor: Cyrus Samii
This Repo is publicly available
Lab materials will be uploaded here 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.
- Fridays 12:30pm-2:30am EST
- Zoom Meeting
- Mondays 4:00pm-6:00pm EST
- Tuesdays 9:00am-10:00am EST
- Book a time slot (no more than two consecutive slots) [here]
- Lab 1: R and Rmarkdow Basics
- Lab 2: Regression Revisit
- Lab 3: Introduction to Causal Graph
- Lab 4: Selection on Observables
- Lab 5: Inference: finite sample and cluster
- Lab 6: Instrumental Variable
- Lab 7: Panel Data
- Lab 8: Regression Discontinuity Design
- Lab 9: Mediation Effect and Moderation Effect
- Lab 10: Multiple Testing and Missing Data
- Lab 11: Interference
- Lab 12: Machine Learning and generalization
The lab materials were created, updated, and revised by Antonella Bandiera, Ye Wang, Junlong Aaron Zhou.