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Statistical Rethinking with brms, ggplot2, and the tidyverse
Date created: 2017-03-05 06:42 PM | Last Updated: 2022-09-08 03:47 PM
Category: Project
Description: Reexpress McElreath’s "Statistical Rethinking" (2015) by fitting the models in brms, plotting with ggplot2, and data wrangling with tidyverse-style syntax.
This is a love letter
I love McElreath’s Statistical Rethinking text. It's the entry-level textbook for applied researchers I spent years looking for. McElreath's freely-available lectures on the book are really great, too.
However, I prefer using Bürkner’s brms package when doing Bayeian regression in R. It's just spectacular. I also prefer plotting with Wickham's ggplot2, and coding with functio…
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Components
brms, ggplot2 and tidyverse code, by chapter
This is the main event.
Fit lines, coefficient plots, and other ggplot2 fun
brms grab bag
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