Vincent is 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
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.