pbFactor

<p>An R6 class representing a factor in a Plackett-Burman design.</p>

A comprehensive suite of statistical tools for Quality Management, designed around the Define, Measure, Analyze, Improve, and Control (DMAIC) cycle used in Six Sigma methodology. Based on the discontinued CRAN package 'qualitytools', this package refactors its original design by incorporating 'R6' object-oriented programming for increased flexibility and performance. It replaces traditional graphics with modern, interactive visualizations using 'ggplot2' and 'plotly'. Built on 'tidyverse' principles, it simplifies data manipulation and visualization, offering an intuitive approach to quality science.

Fabian Encarnacion

r6qualitytools

R6-Based Statistical Methods for Quality Science

Andrea Barahona

Miguel Flores

Javier Tarrio-Saavedra

Salvador Naya

pbFactor function

<p><div class="r6-fields"></div></p><dl>
<dt><code>values</code></dt>
<dd><p>A vector containing the levels or values associated with the factor. Default is <code>NA</code>.</p></dd><p></p><p>
<dt><code>name</code></dt>
<dd><p>A character string specifying the name of the factor. Default is an empty string <code>``</code>.</p></dd></p><p>
<dt><code>unit</code></dt>
<dd><p>A character string specifying the unit of measurement for the factor. Default is an empty string <code>``</code>.</p></dd></p><p>
<dt><code>type</code></dt>
<dd><p>A character string specifying the type of the factor, which can be either <code>`numeric`</code> or <code>`categorical`</code>. Default is <code>`numeric`</code>.</p></dd></p><p>
</p></dl><p></p>

Public fields


<div class="section" id="public-methods">
<h3>Public methods</h3><p></p><p><ul>
<li><p><a href="/link/pbFactor%24attributes()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::pbFactor$attributes()"><code>pbFactor$attributes()</code></a></p></li>
<li><p><a href="/link/pbFactor%24.values()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::pbFactor$.values()"><code>pbFactor$.values()</code></a></p></li>
<li><p><a href="/link/pbFactor%24.unit()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::pbFactor$.unit()"><code>pbFactor$.unit()</code></a></p></li>
<li><p><a href="/link/pbFactor%24names()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::pbFactor$names()"><code>pbFactor$names()</code></a></p></li>
<li><p><a href="/link/pbFactor%24clone()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::pbFactor$clone()"><code>pbFactor$clone()</code></a></p></li>
</ul></p><p></p></div><p><hr>
<a id="method-pbFactor-attributes"></a></p><div class="section" id="method-attributes-">
<h3>Method <code><a href="/link/attributes()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::attributes()">attributes()</a></code></h3>
<p>Get the attributes of the factor.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>pbFactor$attributes()</code></pre><p></p></div><p></p>
</div><p></p><p>
</p><p><hr>
<a id="method-pbFactor-.values"></a></p><div class="section" id="method-values-">
<h3>Method <code>.values()</code></h3>
<p>Get and set the <code>values</code> for the factors in an object of class <code>pbFactor</code>.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>pbFactor$.values(value)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>value</code></dt>
<dd><p>New values, If missing value get the <code>values</code>.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p></p><p><hr>
<a id="method-pbFactor-.unit"></a></p><div class="section" id="method-unit-">
<h3>Method <code>.unit()</code></h3>
<p>Get and set the <code>units</code> for the factors in an object of class <code>pbFactor</code>.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>pbFactor$.unit(value)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>value</code></dt>
<dd><p>New unit, If missing value get the <code>units</code>.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p></p><p><hr>
<a id="method-pbFactor-names"></a></p><div class="section" id="method-names-">
<h3>Method <code><a href="/link/names()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::names()">names()</a></code></h3>
<p>Get and set the <code>names</code> in an object of class <code>pbFactor</code>.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>pbFactor$names(value)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>value</code></dt>
<dd><p>New names, If missing value get the <code>names</code>.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p></p><p><hr>
<a id="method-pbFactor-clone"></a></p><div class="section" id="method-clone-">
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>pbFactor$clone(deep = FALSE)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p>
</p>

Methods

pbFactor — pbFactor

<p><div class="r6-fields"></p><dl>
<dt><code>values</code></dt>
<dd><p>A vector containing the levels or values associated with the factor. Default is <code>NA</code>.</p></dd>


<dt><code>name</code></dt>
<dd><p>A character string specifying the name of the factor. Default is an empty string <code>``</code>.</p></dd>


<dt><code>unit</code></dt>
<dd><p>A character string specifying the unit of measurement for the factor. Default is an empty string <code>``</code>.</p></dd>


<dt><code>type</code></dt>
<dd><p>A character string specifying the type of the factor, which can be either <code>`numeric`</code> or <code>`categorical`</code>. Default is <code>`numeric`</code>.</p></dd>


</dl><p></div></p>


<div class='section' id='public-methods'>
<h3>Public methods</h3>

<ul>
<li><p><a href='#method-pbFactor-attributes'><code>pbFactor$attributes()</code></a></p></li>
<li><p><a href='#method-pbFactor-.values'><code>pbFactor$.values()</code></a></p></li>
<li><p><a href='#method-pbFactor-.unit'><code>pbFactor$.unit()</code></a></p></li>
<li><p><a href='#method-pbFactor-names'><code>pbFactor$names()</code></a></p></li>
<li><p><a href='#method-pbFactor-clone'><code>pbFactor$clone()</code></a></p></li>
</ul>

</div><p><hr>
<a id="method-pbFactor-attributes"></a></p><div class='section' id='method-attributes-'>
<h3>Method <code><a href='https://rdrr.io/r/base/attributes.html'>attributes()</a></code></h3>
<p>Get the attributes of the factor.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>pbFactor$attributes()</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-pbFactor-.values"></a></p><div class='section' id='method-values-'>
<h3>Method <code>.values()</code></h3>
<p>Get and set the <code>values</code> for the factors in an object of class <code>pbFactor</code>.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>pbFactor$.values(value)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>value</code></dt>
<dd><p>New values, If missing value get the <code>values</code>.</p></dd>


</dl><p></div></p>
</div>

</div><p><hr>
<a id="method-pbFactor-.unit"></a></p><div class='section' id='method-unit-'>
<h3>Method <code>.unit()</code></h3>
<p>Get and set the <code>units</code> for the factors in an object of class <code>pbFactor</code>.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>pbFactor$.unit(value)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>value</code></dt>
<dd><p>New unit, If missing value get the <code>units</code>.</p></dd>


</dl><p></div></p>
</div>

</div><p><hr>
<a id="method-pbFactor-names"></a></p><div class='section' id='method-names-'>
<h3>Method <code><a href='https://rdrr.io/r/base/names.html'>names()</a></code></h3>
<p>Get and set the <code>names</code> in an object of class <code>pbFactor</code>.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>pbFactor$names(value)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>value</code></dt>
<dd><p>New names, If missing value get the <code>names</code>.</p></dd>


</dl><p></div></p>
</div>

</div><p><hr>
<a id="method-pbFactor-clone"></a></p><div class='section' id='method-clone-'>
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>pbFactor$clone(deep = FALSE)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd>


</dl><p></div></p>
</div>

</div>


pbFactor: pbFactor

Description

Arguments

Public fields

Methods

Public methods

Method `attributes()`

Usage

Method `.values()`

Usage

Arguments

Method `.unit()`

Usage

Arguments

Method `names()`

Usage

Arguments

Method `clone()`

Usage

Arguments

Description

Arguments

Public fields

Methods

Public methods

Method attributes()

Usage

Method .values()

Usage

Arguments

Method .unit()

Usage

Arguments

Method names()

Usage

Arguments

Method clone()

Usage

Arguments

Method `attributes()`

Method `.values()`

Method `.unit()`

Method `names()`

Method `clone()`