bayes-vis-paper
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'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
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 inbayes-vis.R
. -
maps.R
: R code for making maps. -
stan
directory: Contains Stan programs needed inbayes-vis.R
.