desOpt

<p>The <code>desOpt</code> class represents an object that stores optimization results for factorial design experiments. It includes coded and real factors, responses, desirabilities, overall desirability, and the design object.</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

desOpt function

<p><div class="r6-fields"></div></p><dl>
<dt><code>facCoded</code></dt>
<dd><p>A list containing the coded values for the factors in the design.</p></dd><p></p><p>
<dt><code>facReal</code></dt>
<dd><p>A list containing the real (actual) values for the factors in the design.</p></dd></p><p>
<dt><code>responses</code></dt>
<dd><p>A list of response variables obtained from the design.</p></dd></p><p>
<dt><code>desirabilities</code></dt>
<dd><p>A list of desirability scores for each response variable.</p></dd></p><p>
<dt><code>overall</code></dt>
<dd><p>Numeric value representing the overall desirability score.</p></dd></p><p>
<dt><code>all</code></dt>
<dd><p>A data frame containing all the relevant data from the design and optimization process.</p></dd></p><p>
<dt><code>fdo</code></dt>
<dd><p>The factorial design object used in the optimization process.</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/desOpt%24as.data.frame()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::desOpt$as.data.frame()"><code>desOpt$as.data.frame()</code></a></p></li>
<li><p><a href="/link/desOpt%24print()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::desOpt$print()"><code>desOpt$print()</code></a></p></li>
<li><p><a href="/link/desOpt%24clone()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::desOpt$clone()"><code>desOpt$clone()</code></a></p></li>
</ul></p><p></p></div><p><hr>
<a id="method-desOpt-as.data.frame"></a></p><div class="section" id="method-as-data-frame-">
<h3>Method <code><a href="/link/as.data.frame()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::as.data.frame()">as.data.frame()</a></code></h3>
<p>Convert the object to a data frame.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>desOpt$as.data.frame()</code></pre><p></p></div><p></p>
</div><p></p><p>
</p><p><hr>
<a id="method-desOpt-print"></a></p><div class="section" id="method-print-">
<h3>Method <code><a href="/link/print()?package=r6qualitytools&version=1.0.1" data-mini-rdoc="r6qualitytools::print()">print()</a></code></h3>
<p>Print a summary of the object.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>desOpt$print()</code></pre><p></p></div><p></p>
</div><p></p><p>
</p><p><hr>
<a id="method-desOpt-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>desOpt$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

desOpt-class: Class `desOpt` — desOpt

<p><div class="r6-fields"></p><dl>
<dt><code>facCoded</code></dt>
<dd><p>A list containing the coded values for the factors in the design.</p></dd>


<dt><code>facReal</code></dt>
<dd><p>A list containing the real (actual) values for the factors in the design.</p></dd>


<dt><code>responses</code></dt>
<dd><p>A list of response variables obtained from the design.</p></dd>


<dt><code>desirabilities</code></dt>
<dd><p>A list of desirability scores for each response variable.</p></dd>


<dt><code>overall</code></dt>
<dd><p>Numeric value representing the overall desirability score.</p></dd>


<dt><code>all</code></dt>
<dd><p>A data frame containing all the relevant data from the design and optimization process.</p></dd>


<dt><code>fdo</code></dt>
<dd><p>The factorial design object used in the optimization process.</p></dd>


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


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

<ul>
<li><p><a href='#method-desOpt-as.data.frame'><code>desOpt$as.data.frame()</code></a></p></li>
<li><p><a href='#method-desOpt-print'><code>desOpt$print()</code></a></p></li>
<li><p><a href='#method-desOpt-clone'><code>desOpt$clone()</code></a></p></li>
</ul>

</div><p><hr>
<a id="method-desOpt-as.data.frame"></a></p><div class='section' id='method-as-data-frame-'>
<h3>Method <code><a href='https://rdrr.io/r/base/as.data.frame.html'>as.data.frame()</a></code></h3>
<p>Convert the object to a data frame.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>desOpt$as.data.frame()</code></pre><p></div></p>
</div>


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


</div><p><hr>
<a id="method-desOpt-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>desOpt$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>


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desOpt: desOpt-class: Class `desOpt`

Description

Arguments

Public fields

Methods

Public methods

Method `as.data.frame()`

Usage

Method `print()`

Usage

Method `clone()`

Usage

Arguments

See Also

Last chance! 50% off unlimited learning

Description

Arguments

Public fields

Methods

Public methods

Method as.data.frame()

Usage

Method print()

Usage

Method clone()

Usage

Arguments

See Also

Method `as.data.frame()`

Method `print()`

Method `clone()`