https://github.com/jgabry/bayes-vis-paper

'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
https://github.com/jgabry/bayes-vis-paper

bayesian-data-analysis journal-article r stan statistical-graphics statistical-workflow

Last synced: about 2 months ago
JSON representation

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

• Host: GitHub
• URL: https://github.com/jgabry/bayes-vis-paper
• Owner: jgabry
• Created: 2018-02-23T19:20:48.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2020-10-22T23:54:30.000Z (about 4 years ago)
• Last Synced: 2024-10-31T14:36:44.716Z (2 months ago)
• Topics: bayesian-data-analysis, journal-article, r, stan, statistical-graphics, statistical-workflow
• Language: TeX
• Homepage: https://rss.onlinelibrary.wiley.com/doi/full/10.1111/rssa.12378
• Size: 21.2 MB
• Stars: 64
• Watchers: 7
• Forks: 15
• Open Issues: 0
• Metadata Files:
  • Readme: README.html

Awesome Lists containing this project

README

        


code{white-space: pre;}

  pre:not([class]) {

    background-color: white;

  }

if (window.hljs && document.readyState && document.readyState === "complete") {

   window.setTimeout(function() {

      hljs.initHighlighting();

   }, 0);

}

h1 {

  font-size: 34px;

}

h1.title {

  font-size: 38px;

}

h2 {

  font-size: 30px;

}

h3 {

  font-size: 24px;

}

h4 {

  font-size: 18px;

}

h5 {

  font-size: 16px;

}

h6 {

  font-size: 12px;

}

.table th:not([align]) {

  text-align: left;

}

.main-container {

  max-width: 940px;

  margin-left: auto;

  margin-right: auto;

}

code {

  color: inherit;

  background-color: rgba(0, 0, 0, 0.04);

}

img {

  max-width:100%;

  height: auto;

}

.tabbed-pane {

  padding-top: 12px;

}

button.code-folding-btn:focus {

  outline: none;

}



$(document).ready(function () {

  window.buildTabsets("TOC");

});







Visualization in Bayesian workflow

Materials for the paper Visualization in Bayesian workflow



Authors: Jonah Gabry, Daniel Simpson, Aki Vehtari, Michael Betancourt, Andrew Gelman

arXiv preprint available at https://arxiv.org/pdf/1709.01449.pdf





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.









// add bootstrap table styles to pandoc tables

function bootstrapStylePandocTables() {

  $('tr.header').parent('thead').parent('table').addClass('table table-condensed');

}

$(document).ready(function () {

  bootstrapStylePandocTables();

});

  (function () {

    var script = document.createElement("script");

    script.type = "text/javascript";

    script.src  = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";

    document.getElementsByTagName("head")[0].appendChild(script);

  })();