Econ Lab

Interactive notes for econometrics and causal inference

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Open-access teaching notes with browser-based simulations for graduate econometrics and applied causal inference. Every page runs simulations live in your browser; no installs needed.

Foundations of Statistical Inference

Probability, regression, MLE/GMM, Bayesian estimation, and the statistical foundations of modern ML.

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Applied Causal Inference

Potential outcomes, identification strategies, modern treatment-effect estimators, and Bayesian + ML approaches to causal questions.

View all 19 modules →

Introduction to Bayesian Thinking

Coming Soon!

Notes are drafted with AI assistance and reviewed for clarity against primary sources. Found something wrong, unclear, or missing? Leave feedback.