Tutorial Bayesian statistics with brms
This tutorial starts with a theoretical overview of bayesian statistics and the MCMC algorithm. Next, we fit, check, and analyse Bayesian models with the brms package.
In the fall of 2023, a tutorial on Bayesian statistics with the brms packages was organised at INBO.
Before you start the tutorial, please follow the instructions in this R script to install brms properly.
For more advanced use cases, we added an example of how to directly use stan via the rstan package.
All course material can be found in Dutch and English on the following pages:
- The English tutorial with all course material to test the examples yourself.
- The Dutch tutorial with all course material to test the examples yourself.
- General files useful for both tutorials.