Statistical Rethinking 2 with Stan and the tidyverse


Vincent Arel-Bundock


August 2, 2020

I’ve been trying to replicate (nearly) all the models in Richard McElreath’s Statistical Rethinking (2nd ed.) book using Stan, R, rstan, tidybayes, and ggplot2. This is work in progress.

Rendered Rmarkdown notebooks can be viewed here:

All data and code can be downloaded from Github:


I make no claim to expertise. This project was started as a way to learn Stan and Bayesian statistics. If you find bad code or inacurate content, please send me an email or file an issue on Github.