Materials

Materials for Gov 2003: Causal Inference with Applications

Lecture Notes

0. Introduction: PDF | Handout PDF
1. Potential Outcomes: PDF | Handout PDF
2. Randomized Experiments and Randomization Inference: PDF | Handout PDF
3. Inference for the ATE: PDF | Handout
4. Regression and Experiments: PDF | Handout
5. Observational Studies: PDF | Handout
6. Instrumental Variables: PDF | Handout
7. Matching and Weighting: PDF | Handout
8. Regression Discontinuity Design: PDF | Handout
9. Panel Data: PDF | Handout
10. Causal Mechanisms: PDF | Handout

Section Notes

1. Potential Outcomes: PDF | Annotated PDF
2. Randomized Experiments and Randomization Inference: PDF | Annotated PDF
3. Inference for the ATE: PDF | Annotated PDF
4. Regression and Experiments: PDF | Annotated PDF
5. Observational Studies: PDF | Annotated PDF | PDF II | Annotated PDF II
6. Instrumental Variables: PDF | Annotated PDF
7. Matching and Weighting: PDF | Annotated PDF
8. Regression Discontinuity Designs: PDF | Annotated PDF
9. Panel Data: PDF | Annotated PDF