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Solomon Kurz
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README.md

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# *Statistical Rethinking* with brms, ggplot2, and the tidyverse
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# *Statistical rethinking* with brms, ggplot2, and the tidyverse
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[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.3693202.svg)](https://doi.org/10.5281/zenodo.3693202)
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I love McElreath's [*Statistical Rethinking* text](http://xcelab.net/rm/statistical-rethinking/). However, I've come to prefer using Bürkner’s [brms package](https://github.com/paul-buerkner/brms) when doing Bayesian regression in R. [It's just spectacular](https://andrewgelman.com/2017/01/10/r-packages-interfacing-stan-brms/). I also prefer plotting with Wickham's [ggplot2](https://cran.r-project.org/package=ggplot2), and using [tidyverse](https://www.tidyverse.org)-style syntax (which you might learn about [here](https://style.tidyverse.org) or [here](https://r4ds.had.co.nz/transform.html)).
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I love McElreath's [*Statistical rethinking* text](http://xcelab.net/rm/statistical-rethinking/). However, I've come to prefer using Bürkner’s [brms package](https://github.com/paul-buerkner/brms) when doing Bayesian regression in R. [It's just spectacular](https://andrewgelman.com/2017/01/10/r-packages-interfacing-stan-brms/). I also prefer plotting with Wickham's [ggplot2](https://cran.r-project.org/package=ggplot2), and using [tidyverse](https://www.tidyverse.org)-style syntax (which you might learn about [here](https://style.tidyverse.org) or [here](https://r4ds.had.co.nz/transform.html)).
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So, this project is an attempt to reexpress the code in McElreath's textbook. His models are re-fit in brms, plots are reproduced or reimagined with ggplot2, and the general data wrangling code now predominantly follows the tidyverse style.
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The current version, 1.1.0, is avaliable in HTML only. However, version 1.0.1 is still avaliable as a [PDF version](https://github.com/ASKurz/Statistical_Rethinking_with_brms_ggplot2_and_the_tidyverse/blob/master/recoding_Statistical_Rethinking_1.0.1_PDF_version.pdf).
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The current version, 1.2.0, is available in HTML only. However, version 1.0.1 is still available as a [PDF version](https://github.com/ASKurz/Statistical_Rethinking_with_brms_ggplot2_and_the_tidyverse/blob/master/recoding_Statistical_Rethinking_1.0.1_PDF_version.pdf).
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This repository contains the code and text behind the [*Statistical Rethinking* with brms, ggplot2, and the tidyverse](https://bookdown.org/content/3890)
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This repository contains the code and text behind the [*Statistical rethinking* with brms, ggplot2, and the tidyverse](https://bookdown.org/content/3890)
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project.
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The project was stitched together using Yihui Xie's [bookdown package](https://github.com/rstudio/bookdown).

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