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<!DOCTYPE html>
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<meta charset="utf-8">
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<h2 id="diversitystats-diversity-indices-with-statistical-inference"><code>DiversityStats</code>:
Diversity Indices with Statistical Inference</h2>
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<h6 id="version--0109000-license-gpl-2gpl-3">Version : <a href="https://aravind-j.github.io/DiversityStats/">0.1.0.9000</a>;
License: <a href="https://www.r-project.org/Licenses/">GPL-2|GPL-3</a></h6>
<h5 id="aravind-j-roy-suman-and-singh-anju-m"><em>Aravind, J., Roy,
Suman and Singh, Anju M.</em></h5>
<p>Division of Germplasm Conservation, ICAR-National Bureau of Plant
Genetic Resources, New Delhi.</p>
<hr />
<p><a href="https://cran.r-project.org/"><img role="img" aria-label="minimal R version" src="data:image/svg+xml;charset=utf-8;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSI5MSIgaGVpZ2h0PSIyMCIgcm9sZT0iaW1nIiBhcmlhLWxhYmVsPSJSJmd0Oz06IDMuNS4wIj48dGl0bGU+UiZndDs9OiAzLjUuMDwvdGl0bGU+PGZpbHRlciBpZD0iYmx1ciI+PGZlR2F1c3NpYW5CbHVyIHN0ZERldmlhdGlvbj0iMTYiLz48L2ZpbHRlcj48bGluZWFyR3JhZGllbnQgaWQ9InMiIHgyPSIwIiB5Mj0iMTAwJSI+PHN0b3Agb2Zmc2V0PSIwIiBzdG9wLWNvbG9yPSIjYmJiIiBzdG9wLW9wYWNpdHk9Ii4xIi8+PHN0b3Agb2Zmc2V0PSIxIiBzdG9wLW9wYWNpdHk9Ii4xIi8+PC9saW5lYXJHcmFkaWVudD48Y2xpcFBhdGggaWQ9InIiPjxyZWN0IHdpZHRoPSI5MSIgaGVpZ2h0PSIyMCIgcng9IjMiLz48L2NsaXBQYXRoPjxnIGNsaXAtcGF0aD0idXJsKCNyKSI+PHJlY3Qgd2lkdGg9IjUyIiBoZWlnaHQ9IjIwIiBmaWxsPSIjNTU1Ii8+PHJlY3QgeD0iNTIiIHdpZHRoPSIzOSIgaGVpZ2h0PSIyMCIgZmlsbD0iIzY2NjZmZiIvPjxyZWN0IHdpZHRoPSI5MSIgaGVpZ2h0PSIyMCIgZmlsbD0idXJsKCNzKSIvPjwvZz48ZyBmaWxsPSIjZmZmIiB0ZXh0LWFuY2hvcj0ibWlkZGxlIiBmb250LWZhbWlseT0iVmVyZGFuYSxHZW5ldmEsRGVqYVZ1IFNhbnMsc2Fucy1zZXJpZiIgdGV4dC1yZW5kZXJpbmc9Imdlb21ldHJpY1ByZWNpc2lvbiIgZm9udC1zaXplPSIxMTAiPjxpbWFnZSB4PSI1IiB5PSIzIiB3aWR0aD0iMTQiIGhlaWdodD0iMTQiIGhyZWY9ImRhdGE6aW1hZ2Uvc3ZnK3htbDtiYXNlNjQsUEhOMlp5Qm1hV3hzUFNKM2FHbDBaWE50YjJ0bElpQnliMnhsUFNKcGJXY2lJSFpwWlhkQ2IzZzlJakFnTUNBeU5DQXlOQ0lnZUcxc2JuTTlJbWgwZEhBNkx5OTNkM2N1ZHpNdWIzSm5Mekl3TURBdmMzWm5JajQ4ZEdsMGJHVStVand2ZEdsMGJHVStQSEJoZEdnZ1pEMGlUVEV5SURJdU56UTJZeTAyTGpZeU55QXdMVEV5SURNdU5UazVMVEV5SURndU1ETTNJREFnTXk0NE9UY2dOQzR4TkRRZ055NHhORFFnT1M0Mk5DQTNMamc0VmpFMkxqSTJZeTB5TGpreU5DMHVPVEUxTFRRdU9USTFMVEl1TnpVMUxUUXVPVEkxTFRRdU9EYzNJREF0TXk0d016VWdOQzR3T0RRdE5TNDBPVFFnT1M0eE1pMDFMalE1TkNBMUxqQXpPQ0F3SURndU56VTNJREV1TmpneklEZ3VOelUzSURVdU5EazBJREFnTVM0NU56WXRMams1T1NBekxqTTNPUzB5TGpZMk1pQTBMakkzTWk0d09TNHdOall1TVRjMExqRXlPQzR5TlRndU1qRTJMakUyT1M0eE5Ea3VNalV1TXpZekxqTTNNaTQxTkRRZ01pNHhNamd0TVM0ME5TQXpMalEwTFRNdU5ETTNJRE11TkRRdE5TNDJNekVnTUMwMExqUTBMVFV1TXpjekxUZ3VNRE00TFRFeUxUZ3VNRE00ZW0wdE1pNHhNVEVnTkM0NU9YWXhNeTQxTVRac05DNHdPVE10TGpBd01pMHVNREF5TFRVdU1qa3hhREV1TVdNdU1qSTFJREFnTGpNeU1TNHdOall1TlRRNUxqSTFMakkzTWk0eU1pNDNNVFV1T1RneUxqY3hOUzQ1T0RKc01pNHhOalFnTkM0d05qTWdOQzQyTWpjdExqQXdNaTB5TGpnMk5DMDBMamd5Tm5NdExqQTROaTB1TVRrekxTNHlOalV0TGpNNE0yRXlMakl5SURJdU1qSWdNQ0F3TUMwdU5UZ3lMUzQwTVRaakxTNDBNakl0TGpJeE5DMHhMakUwT1MwdU5ETTBMVEV1TVRRNUxTNDBNelJ6TXk0MU56Z3RMakkyTkNBekxqVTNPQzB6TGpneU5tTXdMVE11TlRZeUxUTXVOelEwTFRNdU5qTXRNeTQzTkRRdE15NDJNM3B0TkM0eE1qY2dNaTQ1TTJ3eUxqUTNPQzR3TURKek1TNHhORGt0TGpBMk1pQXhMakUwT1NBeExqRXlOMk13SURFdU1UWTFMVEV1TVRRNUlERXVNVGN0TVM0eE5Ea2dNUzR4TjJndE1pNDBOemg2YlRFdU56VTBJRFl1TVRFNVl5MHVORGswTGpBME9TMHhMakF4TWk0d056a3RNUzQxTkM0d09EaDJNUzQ0TURkaE1UWXVOakl5SURFMkxqWXlNaUF3SURBd01pNHpOeTB1TkRjemJDMHVORGN4TFM0NE9URnpMUzR4TURndExqRTRNeTB1TWpRNExTNHpPVFJqTFM0d016a3RMakExTkMwdU1EZ3RMakE1T0MwdU1URXhMUzR4TXpkNklpOCtQQzl6ZG1jKyIvPjxnIHRyYW5zZm9ybT0ic2NhbGUoLjEpIj48ZyBhcmlhLWhpZGRlbj0idHJ1ZSIgZmlsbD0iIzAxMDEwMSI+PHRleHQgeD0iMzU1IiB5PSIxNTAiIGZpbGwtb3BhY2l0eT0iLjgiIGZpbHRlcj0idXJsKCNibHVyKSIgdGV4dExlbmd0aD0iMjUwIj5SJmd0Oz08L3RleHQ+PHRleHQgeD0iMzU1IiB5PSIxNTAiIGZpbGwtb3BhY2l0eT0iLjMiIHRleHRMZW5ndGg9IjI1MCI+UiZndDs9PC90ZXh0PjwvZz48dGV4dCB4PSIzNTUiIHk9IjE0MCIgdGV4dExlbmd0aD0iMjUwIj5SJmd0Oz08L3RleHQ+PC9nPjxnIHRyYW5zZm9ybT0ic2NhbGUoLjEpIj48ZyBhcmlhLWhpZGRlbj0idHJ1ZSIgZmlsbD0iIzAxMDEwMSI+PHRleHQgeD0iNzA1IiB5PSIxNTAiIGZpbGwtb3BhY2l0eT0iLjgiIGZpbHRlcj0idXJsKCNibHVyKSIgdGV4dExlbmd0aD0iMjkwIj4zLjUuMDwvdGV4dD48dGV4dCB4PSI3MDUiIHk9IjE1MCIgZmlsbC1vcGFjaXR5PSIuMyIgdGV4dExlbmd0aD0iMjkwIj4zLjUuMDwvdGV4dD48L2c+PHRleHQgeD0iNzA1IiB5PSIxNDAiIHRleHRMZW5ndGg9IjI5MCI+My41LjA8L3RleHQ+PC9nPjwvZz48L3N2Zz4=" alt="minimal R version" /></a> <a href="https://www.gnu.org/licenses/gpl-3.0"><img role="img" aria-label="License: GPL v3" src="data:image/svg+xml;charset=utf-8;base64,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" 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alt="R-CMD-check" /></a> <a href="https://www.repostatus.org/#wip"><img role="img" aria-label="Project Status: WIP" 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alt="Last-changedate" /></a> <a href="https://doi.org/10.5281/zenodo.20056661"><img role="img" aria-label="Zenodo DOI" src="data:image/svg+xml; charset=utf-8;base64,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" alt="Zenodo DOI" /></a> <a href="https://aravind-j.github.io/DiversityStats/"><img role="img" aria-label="Website - pkgdown" src="data:image/svg+xml;charset=utf-8;base64,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" alt="Website - pkgdown" /></a></p>
<!-- [](https://github.com/aravind-j/google-analytics-beacon) -->
<p><a href="https://DiversityStats.goatcounter.com/"><img role="img" aria-label="GoatCounter" src="data:image/gif;base64,R0lGODlhAQABAIABAAAAAP///yH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" alt="GoatCounter" /></a></p>
<!-- [](https://github.com/aravind-j/DiversityStats) -->
<!-- [] -->
<!-- [](http://www.rdocumentation.org/packages/DiversityStats) -->
<hr />
<h2 id="description">Description</h2>
<!-- Provides a comprehensive framework for analyzing diversity from frequency/abundance count data. Implements a wide range of classical and entropy-based diversity indices, including Berger-Parker, Simpson (and related variants), Shannon, Brillouin, McIntosh, Margalef, Menhinick and Smith-Wilson. Supports permutation-based hypothesis tests for comparing groups with respect to diversity (global and pairwise comparisons), as well as confidence interval estimation using multiple bootstrap methods. Includes functionality for generating diversity profiles based on parametric families such as Hill numbers, Rényi entropy, and Tsallis entropy. The methods are applicable to ecological community data (species abundance counts) and genetic or phenotypic class frequency data. -->
<p>Provides a comprehensive framework for analyzing diversity from
frequency/abundance count data. Implements a wide range of classical and
entropy-based diversity indices, including Berger-Parker, Simpson (and
related variants), Shannon, Brillouin, McIntosh, Margalef, Menhinick and
Smith-Wilson. Supports permutation-based hypothesis tests for comparing
groups with respect to diversity (global and pairwise comparisons), as
well as confidence interval estimation using multiple bootstrap methods.
Includes functionality for generating diversity profiles based on
parametric families such as Hill numbers, Rényi entropy, and Tsallis
entropy. The methods are applicable to ecological community data
(species abundance counts) and genetic or phenotypic class frequency
data.</p>
<h2 id="installation">Installation</h2>
<p>The package can be installed from CRAN as follows:</p>
<p>The development version can be installed from github as follows:</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a><span class="co"># Install development version from Github</span></span>
<span id="cb1-2"><a href="#cb1-2" tabindex="-1"></a>devtools<span class="sc">::</span><span class="fu">install_github</span>(<span class="st">"aravind-j/DiversityStats"</span>)</span></code></pre></div>
<!-- ## Detailed tutorial
For a detailed tutorial (vignette) on how to used this package type:
``` r
browseVignettes(package = 'DiversityStats')
```
The vignette for the latest version is also available [online](https://aravind-j.github.io/DiversityStats/articles.html).-->
<h2 id="whats-new">What’s new</h2>
<p>To know whats new in this version type:</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" tabindex="-1"></a><span class="fu">news</span>(<span class="at">package=</span><span class="st">'DiversityStats'</span>)</span></code></pre></div>
<h2 id="links">Links</h2>
<p><a href="https://cran.r-project.org/package=DiversityStats">CRAN
page</a></p>
<p><a href="https://github.com/aravind-j/DiversityStats">Github
page</a></p>
<p><a href="https://aravind-j.github.io/DiversityStats/">Documentation
website</a></p>
<p><a href="https://doi.org/10.5281/zenodo.20056661">Zenodo DOI</a></p>
<h2 id="cran-checks">CRAN checks</h2>
<p><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="Linux" src="data:image/svg+xml;charset=utf-8;base64,<svg xmlns="http://www.w3.org/2000/svg" width="86.25" height="28" role="img" aria-label="LINUX"><title>LINUX</title><g shape-rendering="crispEdges"><rect width="86.25" height="28" fill="#fcc624"/></g><g fill="#fff" text-anchor="middle" font-family="Verdana,Geneva,DejaVu Sans,sans-serif" text-rendering="geometricPrecision" font-size="100"><image x="9" y="7" width="14" height="14" href="data:image/svg+xml;base64,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"/><text transform="scale(.1)" x="531.25" y="175" textLength="422.5" fill="#333" font-weight="bold">LINUX</text></g></svg>" alt="Linux" /></a></p>
<table>
<thead>
<tr>
<th>Flavour</th>
<th>CRAN check</th>
</tr>
</thead>
<tbody>
<tr>
<td>r-devel-linux-x86_64-debian-clang</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-devel-linux-x86_64-debian-clang" src="data:image/svg+xml;base64,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" alt="CRAN check - r-devel-linux-x86_64-debian-clang" /></a></td>
</tr>
<tr>
<td>r-devel-linux-x86_64-debian-gcc</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-devel-linux-x86_64-debian-gcc" src="data:image/svg+xml;base64,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" alt="CRAN check - r-devel-linux-x86_64-debian-gcc" /></a></td>
</tr>
<tr>
<td>r-devel-linux-x86_64-fedora-clang</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-devel-linux-x86_64-fedora-clang" src="data:image/svg+xml;base64,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" alt="CRAN check - r-devel-linux-x86_64-fedora-clang" /></a></td>
</tr>
<tr>
<td>r-devel-linux-x86_64-fedora-gcc</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-devel-linux-x86_64-fedora-gcc" src="data:image/svg+xml;base64,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" alt="CRAN check - r-devel-linux-x86_64-fedora-gcc" /></a></td>
</tr>
<tr>
<td>r-patched-linux-x86_64</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-patched-linux-x86_64" src="data:image/svg+xml;base64,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" alt="CRAN check - r-patched-linux-x86_64" /></a></td>
</tr>
<tr>
<td>r-release-linux-x86_64</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-release-linux-x86_64" src="data:image/svg+xml;base64,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" alt="CRAN check - r-release-linux-x86_64" /></a></td>
</tr>
</tbody>
</table>
<p><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="Windows" src="data:image/svg+xml;charset=utf-8;base64,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" alt="Windows" /></a></p>
<table>
<thead>
<tr>
<th>Flavour</th>
<th>CRAN check</th>
</tr>
</thead>
<tbody>
<tr>
<td>r-devel-windows-x86_64</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-devel-windows-x86_64" src="data:image/svg+xml;base64,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" alt="CRAN check - r-devel-windows-x86_64" /></a></td>
</tr>
<tr>
<td>r-release-windows-x86_64</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-release-windows-x86_64" src="data:image/svg+xml;base64,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" alt="CRAN check - r-release-windows-x86_64" /></a></td>
</tr>
<tr>
<td>r-oldrel-windows-x86_64</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-oldrel-windows-x86_64" src="data:image/svg+xml;base64,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" alt="CRAN check - r-oldrel-windows-x86_64" /></a></td>
</tr>
</tbody>
</table>
<p><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="MacOS" src="data:image/svg+xml;charset=utf-8;base64,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" alt="MacOS" /></a></p>
<table>
<thead>
<tr>
<th>Flavour</th>
<th>CRAN check</th>
</tr>
</thead>
<tbody>
<tr>
<td>r-release-macos-x86_64</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-release-macos-x86_64" src="data:image/svg+xml;base64,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" alt="CRAN check - r-release-macos-x86_64" /></a></td>
</tr>
<tr>
<td>r-oldrel-macos-x86_64</td>
<td><a href="https://cran.r-project.org/web/checks/check_results_DiversityStats.html"><img role="img" aria-label="CRAN check - r-oldrel-macos-x86_64" src="data:image/svg+xml;base64,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" alt="CRAN check - r-oldrel-macos-x86_64" /></a></td>
</tr>
</tbody>
</table>
<h2 id="citing-diversitystats">Citing <code>DiversityStats</code></h2>
<p>To cite the methods in the package use:</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" tabindex="-1"></a><span class="fu">citation</span>(<span class="st">"DiversityStats"</span>)</span></code></pre></div>
<pre><code>To cite the R package 'DiversityStats' in publications use:
Aravind, J., Roy, S., and Singh, A. M. (). DiversityStats: Diversity
Indices with Statistical Inference. R package version 0.1.0.9000,
https://aravind-j.github.io/DiversityStats/https://CRAN.R-project.org/package=DiversityStats.
A BibTeX entry for LaTeX users is
@Manual{,
title = {DiversityStats: Diversity Indices with Statistical Inference},
author = {J. Aravind and Suman Roy and Anju Mahendru Singh},
note = {R package version 0.1.0.9000 https://aravind-j.github.io/DiversityStats/ https://CRAN.R-project.org/package=DiversityStats},
}
This free and open-source software implements academic research by the
authors and co-workers. If you use it, please support the project by
citing the package.</code></pre>
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