Bayesian Regression: Theory & Practice

Basics: Bayesian Data Analysis, Wrangling, Plotting, and Linear Regression

The first session introduces the basics of BDA and linear regression modeling.

Here are slides for session 1.

There are two hands-on exploration and exercise sheets. The first is a crash-course (or recap) of basic wrangling and plotting in the tidyverse. Here, we will also have a first rendez-vous with the data set (mouse-tracking data) which most of our hands-on monkeying will be based on. The second sheet covers Bayesian simple linear regression (using brms).