Short Courses

Interactive simulations for building statistical intuition

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Foundations of Statistical Inference

Distributions, sampling, the CLT, regression, hypothesis testing, and experimental design — with interactive simulations throughout.

Distributions Sampling CLT Regression & CEF Power & MDE Frisch-Waugh-Lovell

Applied Causal Inference

From potential outcomes to modern treatment effect estimators — see selection bias, parallel trends, and reweighting in action.

Potential Outcomes Difference-in-Differences IPW Entropy Balancing

Introduction to Bayesian Thinking

Priors, posteriors, shrinkage, and the Bayesian-frequentist divide — built from first principles with no measure theory.

Bayes' Theorem Priors & Posteriors Shrinkage Bayesian vs Frequentist