Workshop: Mixed-effects models in R

Expected schedule

We meet on 25-27th January 2023
On 25th and 27th January we meet via zoom
On 27th January we meet in-person
We will meet between 10:00 and 15:00 CET in two sessions:

• 10:00 - 11:50 - morning session
• 13:10 - 15:00 - afternoon session.

Contents of the course

Day 1:

• Recap of linear model, diagnostics and inference
• Intro to linear mixed-effects model
• Random intercept and random slope models

Day 2:

• Model diagnostics for mixed-effects models
• Model inference, hypothesis testing
• More complex random structures: temporal autocorrelation, non-Gaussian family
• a teaser on multivariate stats

Day 3:

• Working on your own data / the data supplied by me
• Clarifying the remaining questions