Lectures
Lecture Slides
Lecture slides are available as self-contained .html files made with RevealJS from a Quarto .qmd file. You can choose to print these to a PDF document by using the “PDF Export Mode” in the Tools menu accessed via the settings button in the lower left-hand side of the page. You are also welcome to directly download the .qmd file and supporting data/images/etc… from the Github repository. Slides are organized by week and combine Monday and Wednesday’s lectures.
Week 1: Statistical Review
Week 2: Potential Outcomes + Randomized Experiments
- Week 2 Github Repository
- Week 2
.htmlslides
Week 3: Experiments: Attrition and Generalizability
- Week 3 Github Repository
- Week 3
.htmlslides
Week 4: Experiments: Incorporating Covariates
- Week 4 Github Repository
- Week 4
.htmlslides
Week 5: Selection-on-Observables
- Week 5 Github Repository
- Week 5
.htmlslides
Week 6: Selection-on-Observables - Regression and Weighting
- Week 6 Github Repository
- Week 6
.htmlslides
Week 7: Selection-on-Observables - Matching
- Week 7 Github Repository
- Week 7
.htmlslides
Week 8: Instrumental Variables
- Week 8 Github Repository
- Week 8
.htmlslides
Week 9: Differences-in-Differences
- Week 9 Github Repository
- Week 9
.htmlslides
Week 10: Modern Differences-in-Differences
- Week 10 Github Repository
- Week 10
.htmlslides
Week 11: Panel Data Causal Inference
- Week 11 Github Repository
- Week 11
.htmlslides
Week 12: Regression Discontinuity Designs
- Week 12 Github Repository
- Week 12
.htmlslides
Week 13: Mediation and Sensitivity Analysis
- Week 13 Github Repository
- Week 13
.htmlslides