Visualization in Bayesian workflow

This repository contains all materials for the paper Visualization in Bayesian workflow:

Gabry, J. , Simpson, D. , Vehtari, A. , Betancourt, M. and Gelman, A. (2019),
Visualization in Bayesian workflow. J. R. Stat. Soc. A, 182: 389-402. doi:10.1111/rssa.12378

• Published JRSS version: https://rss.onlinelibrary.wiley.com/doi/full/10.1111/rssa.12378
• arXiv preprint: https://arxiv.org/pdf/1709.01449.pdf (includes Supplementary Materials in appendix)
• bayesplot R package: https://mc-stan.org/bayesplot, https://github.com/stan-dev/bayesplot

Repository contents

• bayes-vis.pdf: Latest draft of the paper as PDF.
• bayes-vis.tex: Main tex file for the paper.
• bayes-vis.R: R code for fitting the models and making plots.
• bayes-vis.RData: Contains data needed in bayes-vis.R.
• maps.R: R code for making maps.
• stan directory: Contains Stan programs needed in bayes-vis.R.