Over the years I’ve built up a collection of interactive notebooks, most of which explain different concepts in statistics and probability. You can find the full list on my Observable profile. I’ve reproduced some of my favorites here.

Curve Fitting with B-Splines

Dirichlet Distribution

Gaussian Process Playground

Hamiltonian Markov Chain Monte Carlo

One-step Estimators and Pathwise Derivatives

Sampling from Multi-Modal Densities

Yes Yes No: Collider Bias