R_visualization.Rmd

---
title: "Regression and Other Stories - R and visualization"
author: "Andrew Gelman, Jennifer Hill, Aki Vehtari"
date: "Page updated: `r format.Date(file.mtime('index.Rmd'),'%Y-%m-%d')`"
---

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## R programming and visualization with R

- For R programming basics see [Appendix A of Regression and Other Stories](Regression_and_Other_Stories_Appendix_A.pdf).
- For learning more about R programming we recommend
    - [Garrett Grolemund, Hands-On Programming with R](https://rstudio-education.github.io/hopr/)
- For learning more about basic and advanced plotting using R we recommend
    - [Kieran Healy, Data Visualization - A practical introduction](https://socviz.co/)
    - [Antony Unwin, Graphical Data Analysis with R](http://www.gradaanwr.net/)
- Further ideas for visualization
    - [ggdist: Visualizations of distributions and uncertainty](https://mjskay.github.io/ggdist/)
    - [tidybayes: Bayesian analysis + tidy data + geoms](http://mjskay.github.io/tidybayes/)
    - [Claus O. Wilke, Fundamentals of Data Visualization](https://serialmentor.com/dataviz/)