Applied Bayesian Analyses in R (ABAR/Turku 2025)

brms
Bayesian Modelling
ggdist
visualization
This workshop was given at the Turku University in June 2025 as part of the Invest Flagship Program.
Published

June 16, 2025

June 2025 I had the honor to give another updated iteration of the ABAR workshop for the researchers at Turku University, as part of the Invest Flagship Program (https://invest.utu.fi/). All materials are bundled together at one single place:

https://abar-turku-2025.netlify.app/

There you will find the slides, datasets, and links to relevant background reading. R-code is also available via github.

In this iteration of the workshop I gave more attention to thinking about priors within the context of Bayesian Mixed Effect Modeling. Also, you can find a separate Integrated exercises with solutions as well. This document might read as a tutorial on its own.