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<!DOCTYPE html>
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<h2 id="augmentedrcbd-analysis-of-augmented-randomised-complete-block-designs-"><code>augmentedRCBD</code>:
Analysis of Augmented Randomised Complete Block Designs
<img 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" align="right" alt="logo" width="173" height="200" style="border: none; float: right;"></h2>
<h6 id="version--0179000-copyright-c-2015-2026-icar-nbpgr-license-gpl-2gpl-3">Version
: <a href="https://aravind-j.github.io/augmentedRCBD/articles/Data_Analysis_with_augmentedRCBD.html#install">0.1.7.9000</a>;
Copyright (C) 2015-2026: <a href="https://nbpgr.org.in/">ICAR-NBPGR</a>;
License: <a href="https://www.r-project.org/Licenses/">GPL-2|GPL-3</a></h6>
<h5 id="aravind-j1-mukesh-sankar-s2-wankhede-d-p3-and-kaur-v4"><em>Aravind,
J.<sup>1</sup>, Mukesh Sankar, S.<sup>2</sup>, Wankhede, D.
P.<sup>3</sup>, and Kaur, V.<sup>4</sup></em></h5>
<ol style="list-style-type: decimal">
<li>Division of Germplasm Conservation, ICAR-National Bureau of Plant
Genetic Resources, New Delhi.</li>
<li>Division of Genetics, ICAR-Indian Agricultural Research Institute,
New Delhi.</li>
<li>Division of Genomic Resources, ICAR-National Bureau of Plant Genetic
Resources, New Delhi.</li>
<li>Division of Germplasm Evaluation, ICAR-National Bureau of Plant
Genetic Resources, New Delhi.</li>
</ol>
<hr />
<p><a href="https://cran.r-project.org/"><img 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alt="minimal R version" /></a> <a href="https://www.gnu.org/licenses/gpl-3.0"><img 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alt="License: GPL v3" /></a> <a href="https://cran.r-project.org/package=augmentedRCBD"><img src="data:image/svg+xml; 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alt="CRAN_Status_Badge" /></a> <a href="https://cran.r-project.org/package=augmentedRCBD"><img 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alt="Dependencies" /></a> <a href="https://CRAN.R-project.org/package=augmentedRCBD"><img src="data:image/svg+xml; 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alt="rstudio mirror downloads" /></a> <a href="https://github.com/aravind-j/augmentedRCBD"><img 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alt="Zenodo DOI" /></a> <a href="https://aravind-j.github.io/augmentedRCBD/"><img src="data:image/svg+xml;charset=utf-8;base64,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" alt="Website - pkgdown" /></a></p>
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<hr />
<h2 id="description">Description</h2>
<p>Functions for analysis of data generated from experiments in
augmented randomised complete block design according to Federer, W.T.
(1961) <a href="https://doi.org/10.2307/2527837">doi:10.2307/2527837</a>. Computes
analysis of variance, adjusted means, descriptive statistics, genetic
variability statistics etc. Further includes data visualization and
report generation functions.</p>
<h2 id="installation">Installation</h2>
<p>The package can be installed from CRAN 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 from CRAN</span></span>
<span id="cb1-2"><a href="#cb1-2" tabindex="-1"></a><span class="fu">install.packages</span>(<span class="st">'augmentedRCBD'</span>, <span class="at">dependencies=</span><span class="cn">TRUE</span>)</span></code></pre></div>
<p>The development version can be installed from github as follows:</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="co"># Install development version from Github</span></span>
<span id="cb2-2"><a href="#cb2-2" tabindex="-1"></a><span class="cf">if</span> (<span class="sc">!</span><span class="fu">require</span>(<span class="st">'devtools'</span>)) <span class="fu">install.packages</span>(<span class="st">'devtools'</span>)</span>
<span id="cb2-3"><a href="#cb2-3" tabindex="-1"></a>devtools<span class="sc">::</span><span class="fu">install_github</span>(<span class="st">"aravind-j/augmentedRCBD"</span>)</span></code></pre></div>
<h2 id="detailed-tutorial">Detailed tutorial</h2>
<p>For a detailed tutorial (vignette) on how to used this package
type:</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">browseVignettes</span>(<span class="at">package =</span> <span class="st">'augmentedRCBD'</span>)</span></code></pre></div>
<p>The vignette for the latest version is also available <a href="https://aravind-j.github.io/augmentedRCBD/articles/Data_Analysis_with_augmentedRCBD.html">online</a>.</p>
<h2 id="whats-new">What’s new</h2>
<p>To know whats new in this version type:</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" tabindex="-1"></a><span class="fu">news</span>(<span class="at">package=</span><span class="st">'augmentedRCBD'</span>)</span></code></pre></div>
<h2 id="links">Links</h2>
<p><a href="https://cran.r-project.org/package=augmentedRCBD">CRAN
page</a></p>
<p><a href="https://github.com/aravind-j/augmentedRCBD">Github
page</a></p>
<p><a href="https://aravind-j.github.io/augmentedRCBD/">Documentation
website</a></p>
<p><a href="https://doi.org/10.5281/zenodo.1310011">Zenodo DOI</a></p>
<!--
## CRAN checks
[](https://cran.r-project.org/web/checks/check_results_augmentedRCBD.html)
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[](https://cran.r-project.org/web/checks/check_results_augmentedRCBD.html)
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| r-devel-windows-x86_64 | [](https://cran.r-project.org/web/checks/check_results_j.aravind_at_icar.gov.in.html) |
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| r-release-macos-x86_64 | [](https://cran.r-project.org/web/checks/check_results_j.aravind_at_icar.gov.in.html) |
+------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| r-oldrel-macos-x86_64 | [](https://cran.r-project.org/web/checks/check_results_j.aravind_at_icar.gov.in.html) |
+------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
-->
<h2 id="citing-augmentedrcbd">Citing <code>augmentedRCBD</code></h2>
<p>To cite the methods in the package use:</p>
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" tabindex="-1"></a><span class="fu">citation</span>(<span class="st">"augmentedRCBD"</span>)</span></code></pre></div>
<pre><code>To cite the R package 'augmentedRCBD' in publications use:
Aravind, J., Mukesh Sankar, S., Wankhede, D. P., and Kaur, V. (2026).
augmentedRCBD: Analysis of Augmented Randomised Complete Block
Designs. R package version 0.1.7.9000,
https://aravind-j.github.io/augmentedRCBD/https://cran.r-project.org/package=augmentedRCBD.
A BibTeX entry for LaTeX users is
@Manual{,
title = {augmentedRCBD: Analysis of Augmented Randomised Complete Block Designs},
author = {J. Aravind and S. {Mukesh Sankar} and Dhammaprakash Pandhari Wankhede and Vikender Kaur},
note = {R package version 0.1.7.9000 https://aravind-j.github.io/augmentedRCBD/ https://cran.r-project.org/package=augmentedRCBD},
year = {2026},
}
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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