Models as Prediction Machines

How to Convert Confusing Coefficients into Clear Quantities

This website hosts a replication package and detailed worked examples to accompany this article:

“Rohrer, J. M., & Arel-Bundock, V. (2025, August 25). Models as Prediction Machines: How to Convert Confusing Coefficients into Clear Quantities.

You can find the preprint on PsyArXiv, alternative download link here.

Worked Examples:

0. Illustrating target quantities

1. Relationship Status and the Importance of Friends

2. Friends by Chance

Download the full replication package as ZIP here.

The material on this site is licensed under a Creative Commons Attribution 4.0 International License. This means that you can freely share and adapt the material, as long as you cite the article listed above.