Chapter 3 — Causal Inference Beyond Regression

Advanced Business Analytics

Prof. Xuhu Wan

What’s in this chapter

4 sections, each ~15-20 minutes:

1. Causation vs Correlation and RCTs
2. Confounding and Propensity Score Matching
3. Instrumental Variables and Regression Discontinuity
4. Difference-in-Differences and Sensitivity Analysis