Common statistical tests are linear models (or: how to teach stats)

Common statistical tests are linear models (or: how to teach stats)

Common statistical tests are linear models (or: how to teach stats)

This document is summarised in the table below. It shows the linear models underlying common parametric and non-parametric tests. This needless complexity multiplies when students try to rote learn the parametric assumptions underlying each test separately rather than deducing them from the linear model.

Source: lindeloev.github.io