HuberPairwise-class

Class of Quadrant Covariance and Huberized Pairwise Scatter. It has the superclass of <code>CovRobMiss</code>.

classes

Robust Estimation of Multivariate Location and Scatter in the
Presence of Cellwise and Casewise Contamination and Missing Data.

Claudio Agostinelli

Robust Estimation in the Presence of Cellwise and Casewise
Contamination and Missing Data

HuberPairwise-class function

Objects can be created by calls of the form <code>new("HuberPairwise", ...)</code>,
 but the best way of creating <code>HuberPairwise</code> objects is a call to the function
 <code>HuberPairwise</code> which serves as a constructor.

Objects from the Class

<dl>
	<dt><code>mu</code></dt>
<dd>Estimated location. Can be accessed via <code>getLocation</code>.</dd>	<dt><code>S</code></dt>
<dd>Estimated scatter matrix. Can be accessed via <code>getScatter</code>.</dd>
 
	<dt><code>pmd</code></dt>
<dd>Squared partial Mahalanobis distances. Can be accessed via <code>getDist</code>.</dd>	<dt><code>pmd.adj</code></dt>
<dd>Adjusted squared partial Mahalanobis distances. Can be accessed via <code>getDistAdj</code>.</dd>	<dt><code>pu</code></dt>
<dd>Dimension of the observed entries for each case. Can be accessed via <code>getDim</code>.</dd>	<dt><code>R</code></dt>
<dd>Estimated correlation matrix. Not meant to be accessed.</dd>	<dt><code>call</code></dt>
<dd>Object of class <code>"language"</code>. Not meant to be accessed.</dd>	<dt><code>x</code></dt>
<dd>Input data matrix. Not meant to be accessed.</dd>	<dt><code>p</code></dt>
<dd>Column dimension of input data matrix. Not meant to be accessed.</dd>	<dt><code>estimator</code></dt>
<dd>Character string of the name of the estimator used. Not meant to be accessed.</dd>	
</dl>

Slots

Class <code>"CovRobMiss"</code>, directly.

Extends

No methods defined with class "HuberPairwise" in the signature.

Methods

Andy Leung <a href="/link/andy.leung%40stat.ubc.ca?package=GSE&version=4.2-1" data-mini-rdoc="GSE::andy.leung@stat.ubc.ca">andy.leung@stat.ubc.ca</a>

Author

Quadrant Covariance and Huberized Pairwise Scatter — HuberPairwise-class

<dl>
	<dt><code>mu</code></dt>
<dd>Estimated location. Can be accessed via <code>getLocation</code>.</dd>

	<dt><code>S</code></dt>
<dd>Estimated scatter matrix. Can be accessed via <code>getScatter</code>.</dd>
 
	<dt><code>pmd</code></dt>
<dd>Squared partial Mahalanobis distances. Can be accessed via <code>getDist</code>.</dd>

	<dt><code>pmd.adj</code></dt>
<dd>Adjusted squared partial Mahalanobis distances. Can be accessed via <code>getDistAdj</code>.</dd>

	<dt><code>pu</code></dt>
<dd>Dimension of the observed entries for each case. Can be accessed via <code>getDim</code>.</dd>

	<dt><code>R</code></dt>
<dd>Estimated correlation matrix. Not meant to be accessed.</dd>

	<dt><code>call</code></dt>
<dd>Object of class <code>"language"</code>. Not meant to be accessed.</dd>

	<dt><code>x</code></dt>
<dd>Input data matrix. Not meant to be accessed.</dd>

	<dt><code>p</code></dt>
<dd>Column dimension of input data matrix. Not meant to be accessed.</dd>

	<dt><code>estimator</code></dt>
<dd>Character string of the name of the estimator used. Not meant to be accessed.</dd>

	
</dl>

Andy Leung <a href='mailto:andy.leung@stat.ubc.ca'>andy.leung@stat.ubc.ca</a>

HuberPairwise-class: Quadrant Covariance and Huberized Pairwise Scatter

Description

Arguments

Objects from the Class

Slots

Extends

Methods

Author

See Also