Linear Mixed Models and EEG

I recently gave a workshop @ cuttingGarden / cuttingEEG Frankfurt on Linear Mixed Models and EEG.

You can find all workshop materials here. They are pluto-notebooks for slides and exercise, and a prerendered HTML. A recording is in the works.

Some highlights:

MixedModels.jl is 100x faster than lme4

Intuition behind MixedModels / Item Effects

Mass-univariate random effects over time

Likelihoodratio-test against time