Notes For Future Flo – Florian Pargent

If you have two measures of the same confounder, it might be better to only control for the measurement-invariant one.

measurement invariance

causal inference

Response to ‘The 100% CI’ blog post: ‘If you have two measures of the same confounder, you can just include both of them in your regression model.’

Nov 24, 2025

Florian Pargent

Computing predictions for multilevel models with the marginaleffects package

marginaleffects

brms

lme4

multilevel model

estimand

How to compute predictions and making inferences for different estimands in Generalized Linear Mixed Models, using the lme4, brms, and marginaleffects R packages.

May 28, 2024

Florian Pargent

P-value distribution under H0

p-value

statistical literacy

teaching

Some basic visualizations to build intuition on why the p-value is uniformly distributed if the null hypothesis is true.

May 19, 2024

Florian Pargent

Categories

If you have two measures of the same confounder, it might be better to only control for the measurement-invariant one.

Computing predictions for multilevel models with the marginaleffects package

P-value distribution under H0