Statistical Tests as Linear Models

Jonas Kristoffer Lindeløv wrote an excellent tutorial on how to think of major statistical procedures as extensions of the simple linear model, \(y = a \cdot x + b\).

He provides R code for parametric tests and their non-parametric cousins.

Lindeløv produced this helpful graphic:

Common statistical tests as linear models, by Jonas Kristoffer Lindeløv

Common statistical tests as linear models, by Jonas Kristoffer Lindeløv

Check out his main post.

Avatar
Cory J. Cascalheira
Doctoral Researcher in Counseling Psychology

Research interests include identity, oppression, and resilience among marginalized populations, especially sexual minorities, with attention to addition and sexual well-being.

Related

comments powered by Disqus