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
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
maps.R: R code for making maps.
standirectory: Contains Stan programs needed in