Visualizing Multilevel Models

An In Development Tutorial

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dataviz
multilevel
Stata
Author

Andy Grogan-Kaylor

Published

October 21, 2024

I have developed a book draft on multilevel modeling, entitled Multilevel Thinking. The book draft discusses multilevel modeling in the context of cross cultural, or international, research.

I have been thinking more about one of the ideas in that book draft: multilevel models as the exploration of variation and diversity.

With those ideas in mind, I have developed a tutorial on visualizing multilevel models.

I’ve been working on an alternative version in Slide Show Format. Use the right arrow and left arrow to scroll through the presentation. Use b to make text bigger, and s to make text smaller. Press c for a table of contents.

Small Multiples

Small Multiples