Applied Causal Inference
This short course builds intuition for causal inference methods through interactive simulations. Each page pairs plain-language explanation with a hands-on demo you can run in the browser.
Prerequisite: Foundations of Statistical Inference
Topics
- Potential Outcomes & ATE — The framework behind all causal questions
- Difference-in-Differences — Parallel trends, treatment effects & event studies
- Inverse Probability Weighting — Reweighting to balance treated and control
- Entropy Balancing — Exact moment balancing without a propensity score model