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:

Chapter 04
Chapter 05
Chapter 06
Chapter 07
Chapter 08
Chapter 09
Chapter 11
Chapter 12
Chapter 13
Chapter 14
Chapter 15
Chapter 16

All data and code can be downloaded from Github: https://github.com/vincentarelbundock/rethinking2

Caveat

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.