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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

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.

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'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)

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