Online resources

Useful websites related to the material:

Statistical Rethinking

Richard McElreath’s site for Statistical Rethinking:

https://xcelab.net/rm/statistical-rethinking/

Stan

Stan user’s guide:

https://mc-stan.org/docs/stan-users-guide/index.html

Stan case studies:

https://mc-stan.org/users/documentation/case-studies.html

Understand the contents of a stanfit object:

https://cran.r-project.org/web/packages/rstan/vignettes/stanfit-objects.html

Troubleshooting:

https://www.alexpghayes.com/post/2018-12-24_some-things-ive-learned-about-stan/

Multi-level models:

https://discourse.mc-stan.org/t/the-simplest-varying-intercepts-slopes-model-there-is/14305

https://willhipson.netlify.app/post/stan-random-slopes/varying_effects_stan/

https://mlisi.xyz/post/bayesian-multilevel-models-r-stan/