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| <html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Getting Started · StatsBase.jl</title><script data-outdated-warner src="assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.045/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="assets/documenter.js"></script><script src="siteinfo.js"></script><script src="../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="assets/themeswap.js"></script></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href><img src="assets/logo.png" alt="StatsBase.jl logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href>StatsBase.jl</a></span></div><form class="docs-search" action="search/"><input class="docs-search-query" id="documenter-search-query" name="q" type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li class="is-active"><a class="tocitem" href>Getting Started</a><ul class="internal"><li><a class="tocitem" href="#Installation"><span>Installation</span></a></li><li><a class="tocitem" href="#Available-Features"><span>Available Features</span></a></li></ul></li><li><a class="tocitem" href="weights/">Weight Vectors</a></li><li><a class="tocitem" href="scalarstats/">Scalar Statistics</a></li><li><a class="tocitem" href="robust/">Robust Statistics</a></li><li><a class="tocitem" href="deviation/">Computing Deviations</a></li><li><a class="tocitem" href="cov/">Scatter Matrix and Covariance</a></li><li><a class="tocitem" href="counts/">Counting Functions</a></li><li><a class="tocitem" href="ranking/">Rankings and Rank Correlations</a></li><li><a class="tocitem" href="sampling/">Sampling from Population</a></li><li><a class="tocitem" href="empirical/">Empirical Estimation</a></li><li><a class="tocitem" href="signalcorr/">Correlation Analysis of Signals</a></li><li><a class="tocitem" href="multivariate/">Multivariate Summary Statistics</a></li><li><a class="tocitem" href="misc/">Miscellaneous Functions</a></li><li><a class="tocitem" href="statmodels/">Abstraction for Statistical Models</a></li><li><a class="tocitem" href="transformations/">Data Transformations</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li class="is-active"><a href>Getting Started</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Getting Started</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/JuliaStats/StatsBase.jl/blob/master/docs/src/index.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h1 id="Getting-Started"><a class="docs-heading-anchor" href="#Getting-Started">Getting Started</a><a id="Getting-Started-1"></a><a class="docs-heading-anchor-permalink" href="#Getting-Started" title="Permalink"></a></h1><p><em>StatsBase.jl</em> is a Julia package that provides basic support for statistics. Particularly, it implements a variety of statistics-related functions, such as scalar statistics, high-order moment computation, counting, ranking, covariances, sampling, and empirical density estimation.</p><h2 id="Installation"><a class="docs-heading-anchor" href="#Installation">Installation</a><a id="Installation-1"></a><a class="docs-heading-anchor-permalink" href="#Installation" title="Permalink"></a></h2><p>To install StatsBase through the Julia REPL, you can type <code>] add StatsBase</code> or:</p><pre><code class="language-julia hljs">using Pkg | ||
| Pkg.add("StatsBase")</code></pre><p>To load the package, use the command:</p><pre><code class="nohighlight hljs">using StatsBase</code></pre><h2 id="Available-Features"><a class="docs-heading-anchor" href="#Available-Features">Available Features</a><a id="Available-Features-1"></a><a class="docs-heading-anchor-permalink" href="#Available-Features" title="Permalink"></a></h2><ul><li><a href="weights/#Weight-Vectors">Weight Vectors</a></li><li class="no-marker"><ul><li><a href="weights/#Implementations">Implementations</a></li><li><a href="weights/#Methods">Methods</a></li></ul></li><li><a href="scalarstats/#Scalar-Statistics">Scalar Statistics</a></li><li class="no-marker"><ul><li><a href="scalarstats/#Weighted-sum-and-mean">Weighted sum and mean</a></li><li><a href="scalarstats/#Means">Means</a></li><li><a href="scalarstats/#Moments-and-cumulants">Moments and cumulants</a></li><li><a href="scalarstats/#Measurements-of-Variation">Measurements of Variation</a></li><li><a href="scalarstats/#Z-scores">Z-scores</a></li><li><a href="scalarstats/#Entropy-and-Related-Functions">Entropy and Related Functions</a></li><li><a href="scalarstats/#Quantile-and-Related-Functions">Quantile and Related Functions</a></li><li><a href="scalarstats/#Mode-and-Modes">Mode and Modes</a></li><li><a href="scalarstats/#Summary-Statistics">Summary Statistics</a></li><li><a href="scalarstats/#Reliability-Measures">Reliability Measures</a></li></ul></li><li><a href="robust/#Robust-Statistics">Robust Statistics</a></li><li><a href="deviation/#Computing-Deviations">Computing Deviations</a></li><li><a href="cov/#Scatter-Matrix-and-Covariance">Scatter Matrix and Covariance</a></li><li><a href="counts/#Counting-Functions">Counting Functions</a></li><li class="no-marker"><ul><li><a href="counts/#Counting-over-an-Integer-Range">Counting over an Integer Range</a></li><li><a href="counts/#Counting-over-arbitrary-distinct-values">Counting over arbitrary distinct values</a></li></ul></li><li><a href="ranking/#Rankings-and-Rank-Correlations">Rankings and Rank Correlations</a></li><li><a href="sampling/#Sampling-from-Population">Sampling from Population</a></li><li class="no-marker"><ul><li><a href="sampling/#Sampling-API">Sampling API</a></li><li><a href="sampling/#Algorithms">Algorithms</a></li></ul></li><li><a href="empirical/#Empirical-Estimation">Empirical Estimation</a></li><li class="no-marker"><ul><li><a href="empirical/#Histograms">Histograms</a></li><li><a href="empirical/#Empirical-Cumulative-Distribution-Function">Empirical Cumulative Distribution Function</a></li></ul></li><li><a href="signalcorr/#Correlation-Analysis-of-Signals">Correlation Analysis of Signals</a></li><li class="no-marker"><ul><li><a href="signalcorr/#Autocovariance-and-Autocorrelation">Autocovariance and Autocorrelation</a></li><li><a href="signalcorr/#Cross-covariance-and-Cross-correlation">Cross-covariance and Cross-correlation</a></li><li><a href="signalcorr/#Partial-Autocorrelation-Function">Partial Autocorrelation Function</a></li></ul></li><li><a href="misc/#Miscellaneous-Functions">Miscellaneous Functions</a></li><li><a href="statmodels/#Abstraction-for-Statistical-Models">Abstraction for Statistical Models</a></li><li><a href="transformations/#Data-Transformations">Data Transformations</a></li><li class="no-marker"><ul><li><a href="transformations/#Standardization-a.k.a-Z-score-Normalization">Standardization a.k.a Z-score Normalization</a></li><li><a href="transformations/#Unit-Range-Normalization">Unit Range Normalization</a></li><li><a href="transformations/#Methods">Methods</a></li><li><a href="transformations/#Types">Types</a></li></ul></li></ul></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="weights/">Weight Vectors »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Monday 25 September 2023 23:12">Monday 25 September 2023</span>. Using Julia version 1.11.0-DEV.550.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html> | ||
| Pkg.add("StatsBase")</code></pre><p>To load the package, use the command:</p><pre><code class="nohighlight hljs">using StatsBase</code></pre><h2 id="Available-Features"><a class="docs-heading-anchor" href="#Available-Features">Available Features</a><a id="Available-Features-1"></a><a class="docs-heading-anchor-permalink" href="#Available-Features" title="Permalink"></a></h2><ul><li><a href="weights/#Weight-Vectors">Weight Vectors</a></li><li class="no-marker"><ul><li><a href="weights/#Implementations">Implementations</a></li><li><a href="weights/#Methods">Methods</a></li></ul></li><li><a href="scalarstats/#Scalar-Statistics">Scalar Statistics</a></li><li class="no-marker"><ul><li><a href="scalarstats/#Weighted-sum-and-mean">Weighted sum and mean</a></li><li><a href="scalarstats/#Means">Means</a></li><li><a href="scalarstats/#Moments-and-cumulants">Moments and cumulants</a></li><li><a href="scalarstats/#Measurements-of-Variation">Measurements of Variation</a></li><li><a href="scalarstats/#Z-scores">Z-scores</a></li><li><a href="scalarstats/#Entropy-and-Related-Functions">Entropy and Related Functions</a></li><li><a href="scalarstats/#Quantile-and-Related-Functions">Quantile and Related Functions</a></li><li><a href="scalarstats/#Mode-and-Modes">Mode and Modes</a></li><li><a href="scalarstats/#Summary-Statistics">Summary Statistics</a></li><li><a href="scalarstats/#Reliability-Measures">Reliability Measures</a></li></ul></li><li><a href="robust/#Robust-Statistics">Robust Statistics</a></li><li><a href="deviation/#Computing-Deviations">Computing Deviations</a></li><li><a href="cov/#Scatter-Matrix-and-Covariance">Scatter Matrix and Covariance</a></li><li><a href="counts/#Counting-Functions">Counting Functions</a></li><li class="no-marker"><ul><li><a href="counts/#Counting-over-an-Integer-Range">Counting over an Integer Range</a></li><li><a href="counts/#Counting-over-arbitrary-distinct-values">Counting over arbitrary distinct values</a></li></ul></li><li><a href="ranking/#Rankings-and-Rank-Correlations">Rankings and Rank Correlations</a></li><li><a href="sampling/#Sampling-from-Population">Sampling from Population</a></li><li class="no-marker"><ul><li><a href="sampling/#Sampling-API">Sampling API</a></li><li><a href="sampling/#Algorithms">Algorithms</a></li></ul></li><li><a href="empirical/#Empirical-Estimation">Empirical Estimation</a></li><li class="no-marker"><ul><li><a href="empirical/#Histograms">Histograms</a></li><li><a href="empirical/#Empirical-Cumulative-Distribution-Function">Empirical Cumulative Distribution Function</a></li></ul></li><li><a href="signalcorr/#Correlation-Analysis-of-Signals">Correlation Analysis of Signals</a></li><li class="no-marker"><ul><li><a href="signalcorr/#Autocovariance-and-Autocorrelation">Autocovariance and Autocorrelation</a></li><li><a href="signalcorr/#Cross-covariance-and-Cross-correlation">Cross-covariance and Cross-correlation</a></li><li><a href="signalcorr/#Partial-Autocorrelation-Function">Partial Autocorrelation Function</a></li></ul></li><li><a href="misc/#Miscellaneous-Functions">Miscellaneous Functions</a></li><li><a href="statmodels/#Abstraction-for-Statistical-Models">Abstraction for Statistical Models</a></li><li><a href="transformations/#Data-Transformations">Data Transformations</a></li><li class="no-marker"><ul><li><a href="transformations/#Standardization-a.k.a-Z-score-Normalization">Standardization a.k.a Z-score Normalization</a></li><li><a href="transformations/#Unit-Range-Normalization">Unit Range Normalization</a></li><li><a href="transformations/#Methods">Methods</a></li><li><a href="transformations/#Types">Types</a></li></ul></li></ul></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="weights/">Weight Vectors »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 0.27.25 on <span class="colophon-date" title="Sunday 1 October 2023 18:07">Sunday 1 October 2023</span>. Using Julia version 1.11.0-DEV.585.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html> |
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