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Applied Longitudinal Data Analysis with brms and the tidyverse

This project is based on Singer and Willett’s classic text, Applied longitudinal data analysis: Modeling change and event occurrence. You can get the data here and a wealth of ideas on how to fit their models here. My contribution will be to show how to do so with Bürkner’s brms package and the tidyverse.

I’ll probably eventually get around to stitching this together as an online book with bookdown. There's no anticipated completion date. Maybe in a year or two. In the meantime, feel free to browse and make suggestions.

Reference

Singer, J. D., & Willett, J. B. (2003). Applied longitudinal data analysis: Modeling change and event occurrence. New York, NY, US: Oxford University Press.

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Translating ML into Bayes, one line at a time

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