Gov2002 - Causal Inference
Course syllabus
Potential outcomes and directed acyclic graphs
Section slidesInteractive DAGs app
R code for DAGs app
Randomization Inference and Propensity Score Subclassification
Section slidesR code
Data to accompany R code
Matching, Weighting, and Regression
R codeData to accompany R code
Fixed Effects and Diff-in-Diff
R codeNotes about fixed effects and diff-in-diff
Instrumental Variables and Regression Discontinuity
R codeSection notes
Interactive instrumental variables app
R code for IV app