Due to a recent discussion with colleagues on whether and when to use #LinearMixedModels (#LMM), I wrote a blog post comparing LMM to other approaches using simulated data. I thought, it may also be useful for others working with hierarchical data structures in #neuroscience and beyond.

🌍 https://www.fabriziomusacchio.com/blog/2026-01-31-linear_mixed_models/

#Python #Statistics #DataScience #MixedModels #Statsmodels #ANOVA #ANCOVA #GLMM #regression

One reason I switched to #juliaLang: I have seen speedups of 100x for fitting #LinearMixedModels #statistics

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Anouncing our beautiful lab website: https://www.s-ccs.de

Besides who we are, lab-philosphy, papers - we offer plenty of open #teaching materials (CC-BY)!

Slides, Vectorgraphics, Syllabi, Demos and more - for topics from #Bayesian stats, #EEG, #eyetracking #LinearMixedModels #PhilosphyOfScience #vision
@cogsci @eeg
@eyetracking ----

Created by the amazing Moritz Trieu and improved by Nithyasree Pushpalatha.

Of course open license, written with #Franklin.jl in #julialang