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 3: Experiments: Attrition and Generalizability
Week 4: Experiments: Incorporating Covariates
Week 5: Selection-on-Observables
Week 6: Selection-on-Observables - Regression and Weighting
Week 7: Selection-on-Observables - Matching
Week 8: Instrumental Variables
Week 9: Differences-in-Differences
Week 10: Modern Differences-in-Differences
Week 11: Panel Data Causal Inference
Week 12: Regression Discontinuity Designs
Week 13 Part 2: Sensitivity Analysis
Week 14 Part 1: Regression Standard Errors and Dependence
Week 14 Part 2: Shift-share Designs and Experiments with Interference