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

Abstract

This document is summarised in the table below. It shows the linear models underlying common parametric and “non-parametric” tests. Formulating all the tests in the same language highlights the many similarities between them.

Link to resource: https://lindeloev.github.io/tests-as-linear/

Type of resources: Reading

Education level(s): College / Upper Division (Undergraduates)

Primary user(s): Student

Subject area(s): Math & Statistics

Language(s): English