jnseawright/PS406

Quantitative Causal Inference Seminar Materials

PS 406 Quantitative Causal Inference

Syllabus

Slides and Code from Seminar

• Week 1: Experiments
• Week 2: Regression and Causal Inference
• Week 3: Matching
• Week 4: Natural Experiments Part 1
• Week 5: Natural Experiments Part 2
• Week 6: Missing Data
• Week 7: Synthetic Controls, Sensitivity, Bounds
• Week 8: Difference-in-Differences Designs
• Week 9: Machine Learning and Causal Inference

Lab Assignments

• Week 1: Experiments
• Week 2: Regression and Causal Inference
• Week 3: Matching
• Week 4: Natural Experiments Part 1
• Week 5: Natural Experiments Part 2
• Week 6: Missing Data
• Week 7: Synthetic Control, Sensitivity, and Bounds
• Week 8: Difference-in-Differences Designs
• Week 9: Machine Learning and Causal Inference

Final Paper

• Research Design