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<htmllang="en"><head><metacharset="UTF-8"/><metaname="viewport" content="width=device-width, initial-scale=1.0"/><title>Home · PosteriorStats.jl</title><metaname="title" content="Home · PosteriorStats.jl"/><metaproperty="og:title" content="Home · PosteriorStats.jl"/><metaproperty="twitter:title" content="Home · PosteriorStats.jl"/><metaname="description" content="Documentation for PosteriorStats.jl."/><metaproperty="og:description" content="Documentation for PosteriorStats.jl."/><metaproperty="twitter:description" content="Documentation for PosteriorStats.jl."/><scriptdata-outdated-warnersrc="assets/warner.js"></script><linkhref="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><linkhref="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><linkhref="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><linkhref="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><linkhref="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><linkhref="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="."</script><scriptsrc="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="assets/documenter.js"></script><scriptsrc="search_index.js"></script><scriptsrc="siteinfo.js"></script><scriptsrc="../versions.js"></script><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/catppuccin-mocha.css" data-theme-name="catppuccin-mocha"/><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/catppuccin-macchiato.css" data-theme-name="catppuccin-macchiato"/><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/catppuccin-frappe.css" data-theme-name="catppuccin-frappe"/><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/catppuccin-latte.css" data-theme-name="catppuccin-latte"/><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><scriptsrc="assets/themeswap.js"></script><linkhref="assets/citations.css" rel="stylesheet" type="text/css"/></head><body><divid="documenter"><navclass="docs-sidebar"><divclass="docs-package-name"><spanclass="docs-autofit"><ahref>PosteriorStats.jl</a></span></div><buttonclass="docs-search-query input is-rounded is-small is-clickable my-2 mx-auto py-1 px-2" id="documenter-search-query">Search docs (Ctrl + /)</button><ulclass="docs-menu"><liclass="is-active"><aclass="tocitem" href>Home</a><ulclass="internal"><li><aclass="tocitem" href="#Extending-this-package"><span>Extending this package</span></a></li></ul></li><li><aclass="tocitem" href="api/">API</a></li><li><aclass="tocitem" href="references/">References</a></li></ul><divclass="docs-version-selector field has-addons"><divclass="control"><spanclass="docs-label button is-static is-size-7">Version</span></div><divclass="docs-selector control is-expanded"><divclass="select is-fullwidth is-size-7"><selectid="documenter-version-selector"></select></div></div></div></nav><divclass="docs-main"><headerclass="docs-navbar"><aclass="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><navclass="breadcrumb"><ulclass="is-hidden-mobile"><liclass="is-active"><ahref>Home</a></li></ul><ulclass="is-hidden-tablet"><liclass="is-active"><ahref>Home</a></li></ul></nav><divclass="docs-right"><aclass="docs-navbar-link" href="https://github.com/arviz-devs/PosteriorStats.jl" title="View the repository on GitHub"><spanclass="docs-icon fa-brands"></span><spanclass="docs-label is-hidden-touch">GitHub</span></a><aclass="docs-navbar-link" href="https://github.com/arviz-devs/PosteriorStats.jl/blob/main/docs/src/index.md" title="Edit source on GitHub"><spanclass="docs-icon fa-solid"></span></a><aclass="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><aclass="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><articleclass="content" id="documenter-page"><h1id="PosteriorStats"><aclass="docs-heading-anchor" href="#PosteriorStats">PosteriorStats</a><aid="PosteriorStats-1"></a><aclass="docs-heading-anchor-permalink" href="#PosteriorStats" title="Permalink"></a></h1><p>PosteriorStats implements widely-used and well-characterized statistical analyses for the Bayesian workflow. These functions generally estimate properties of posterior and/or posterior predictive distributions. The default implementations defined here operate on Monte Carlo samples.</p><p>See the <ahref="api/#API">API</a> for details.</p><h2id="Extending-this-package"><aclass="docs-heading-anchor" href="#Extending-this-package">Extending this package</a><aid="Extending-this-package-1"></a><aclass="docs-heading-anchor-permalink" href="#Extending-this-package" title="Permalink"></a></h2><p>The methods defined here are intended to be extended by two types of packages.</p><ul><li>packages that implement data types for storing Monte Carlo samples</li><li>packages that implement other representations for posterior distributions than Monte Carlo draws</li></ul></article><navclass="docs-footer"><aclass="docs-footer-nextpage" href="api/">API »</a><divclass="flexbox-break"></div><pclass="footer-message">Powered by <ahref="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <ahref="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><divclass="modal" id="documenter-settings"><divclass="modal-background"></div><divclass="modal-card"><headerclass="modal-card-head"><pclass="modal-card-title">Settings</p><buttonclass="delete"></button></header><sectionclass="modal-card-body"><p><labelclass="label">Theme</label><divclass="select"><selectid="documenter-themepicker"><optionvalue="auto">Automatic (OS)</option><optionvalue="documenter-light">documenter-light</option><optionvalue="documenter-dark">documenter-dark</option><optionvalue="catppuccin-latte">catppuccin-latte</option><optionvalue="catppuccin-frappe">catppuccin-frappe</option><optionvalue="catppuccin-macchiato">catppuccin-macchiato</option><optionvalue="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <ahref="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.16.1 on <spanclass="colophon-date" title="Thursday 19 February 2026 15:41">Thursday 19 February 2026</span>. 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<htmllang="en"><head><metacharset="UTF-8"/><metaname="viewport" content="width=device-width, initial-scale=1.0"/><title>Home · PosteriorStats.jl</title><metaname="title" content="Home · PosteriorStats.jl"/><metaproperty="og:title" content="Home · PosteriorStats.jl"/><metaproperty="twitter:title" content="Home · PosteriorStats.jl"/><metaname="description" content="Documentation for PosteriorStats.jl."/><metaproperty="og:description" content="Documentation for PosteriorStats.jl."/><metaproperty="twitter:description" content="Documentation for PosteriorStats.jl."/><scriptdata-outdated-warnersrc="assets/warner.js"></script><linkhref="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><linkhref="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><linkhref="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><linkhref="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><linkhref="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><linkhref="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="."</script><scriptsrc="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="assets/documenter.js"></script><scriptsrc="search_index.js"></script><scriptsrc="siteinfo.js"></script><scriptsrc="../versions.js"></script><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/catppuccin-mocha.css" data-theme-name="catppuccin-mocha"/><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/catppuccin-macchiato.css" data-theme-name="catppuccin-macchiato"/><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/catppuccin-frappe.css" data-theme-name="catppuccin-frappe"/><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/catppuccin-latte.css" data-theme-name="catppuccin-latte"/><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><linkclass="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><scriptsrc="assets/themeswap.js"></script><linkhref="assets/citations.css" rel="stylesheet" type="text/css"/></head><body><divid="documenter"><navclass="docs-sidebar"><divclass="docs-package-name"><spanclass="docs-autofit"><ahref>PosteriorStats.jl</a></span></div><buttonclass="docs-search-query input is-rounded is-small is-clickable my-2 mx-auto py-1 px-2" id="documenter-search-query">Search docs (Ctrl + /)</button><ulclass="docs-menu"><liclass="is-active"><aclass="tocitem" href>Home</a><ulclass="internal"><li><aclass="tocitem" href="#Extending-this-package"><span>Extending this package</span></a></li></ul></li><li><aclass="tocitem" href="api/">API</a></li><li><aclass="tocitem" href="references/">References</a></li></ul><divclass="docs-version-selector field has-addons"><divclass="control"><spanclass="docs-label button is-static is-size-7">Version</span></div><divclass="docs-selector control is-expanded"><divclass="select is-fullwidth is-size-7"><selectid="documenter-version-selector"></select></div></div></div></nav><divclass="docs-main"><headerclass="docs-navbar"><aclass="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><navclass="breadcrumb"><ulclass="is-hidden-mobile"><liclass="is-active"><ahref>Home</a></li></ul><ulclass="is-hidden-tablet"><liclass="is-active"><ahref>Home</a></li></ul></nav><divclass="docs-right"><aclass="docs-navbar-link" href="https://github.com/arviz-devs/PosteriorStats.jl" title="View the repository on GitHub"><spanclass="docs-icon fa-brands"></span><spanclass="docs-label is-hidden-touch">GitHub</span></a><aclass="docs-navbar-link" href="https://github.com/arviz-devs/PosteriorStats.jl/blob/main/docs/src/index.md" title="Edit source on GitHub"><spanclass="docs-icon fa-solid"></span></a><aclass="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><aclass="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><articleclass="content" id="documenter-page"><h1id="PosteriorStats"><aclass="docs-heading-anchor" href="#PosteriorStats">PosteriorStats</a><aid="PosteriorStats-1"></a><aclass="docs-heading-anchor-permalink" href="#PosteriorStats" title="Permalink"></a></h1><p>PosteriorStats implements widely-used and well-characterized statistical analyses for the Bayesian workflow. These functions generally estimate properties of posterior and/or posterior predictive distributions. The default implementations defined here operate on Monte Carlo samples.</p><p>See the <ahref="api/#API">API</a> for details.</p><h2id="Extending-this-package"><aclass="docs-heading-anchor" href="#Extending-this-package">Extending this package</a><aid="Extending-this-package-1"></a><aclass="docs-heading-anchor-permalink" href="#Extending-this-package" title="Permalink"></a></h2><p>The methods defined here are intended to be extended by two types of packages.</p><ul><li>packages that implement data types for storing Monte Carlo samples</li><li>packages that implement other representations for posterior distributions than Monte Carlo draws</li></ul></article><navclass="docs-footer"><aclass="docs-footer-nextpage" href="api/">API »</a><divclass="flexbox-break"></div><pclass="footer-message">Powered by <ahref="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <ahref="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><divclass="modal" id="documenter-settings"><divclass="modal-background"></div><divclass="modal-card"><headerclass="modal-card-head"><pclass="modal-card-title">Settings</p><buttonclass="delete"></button></header><sectionclass="modal-card-body"><p><labelclass="label">Theme</label><divclass="select"><selectid="documenter-themepicker"><optionvalue="auto">Automatic (OS)</option><optionvalue="documenter-light">documenter-light</option><optionvalue="documenter-dark">documenter-dark</option><optionvalue="catppuccin-latte">catppuccin-latte</option><optionvalue="catppuccin-frappe">catppuccin-frappe</option><optionvalue="catppuccin-macchiato">catppuccin-macchiato</option><optionvalue="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <ahref="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.17.0 on <spanclass="colophon-date" title="Saturday 7 March 2026 22:06">Saturday 7 March 2026</span>. 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