CovRobMissSc-class

getScale,CovRobMissSc-method

The Superclass of the <code>GSE-class</code> and <code>emve-class</code> objects.

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

Andy Leung

Mike Danilov

Victor Yohai

Ruben Zamar

CovRobMissSc-class function

Objects can be created by calls of the form <code>new("CovRobMissSc", ...)</code>,
 but the best way of creating <code>CovRobMissSc</code> objects is a call to either of the folowing 
	functions:<code>GSE</code> or <code>emve</code>.

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>sc</code> </dt>
<dd>Estimated M-scale (either GS-scale or MVE-scale). Can be accessed via <code>getScale</code>.</dd>
 	
	<dt><code>pmd</code> </dt>
<dd>Square partial Mahalanobis distances. Can be accessed via <code>getDist</code>.</dd>	<dt><code>pmd.adj</code> </dt>
<dd>Adjusted square 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>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

<dl>
	In addition to methods inheritedfrom the class "CovRobMiss":
	<dt>getScale</dt>
<dd><code>signature(object = "CovRobMissSc")</code></dd>
: return the GS-scale or MVE-scale of the best candidate. 
	
</dl>

Methods

Andy Leung <a href="/link/andy.leung%40stat.ubc.ca?package=GSE&version=4.2-3" data-mini-rdoc="GSE::andy.leung@stat.ubc.ca">andy.leung@stat.ubc.ca</a>

Author

Class "CovRobMissSc" -- a subclass of "CovRobMiss" with scale estimate — CovRobMissSc-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>sc</code> </dt>
<dd>Estimated M-scale (either GS-scale or MVE-scale). Can be accessed via <code>getScale</code>.</dd>
 	
	<dt><code>pmd</code> </dt>
<dd>Square partial Mahalanobis distances. Can be accessed via <code>getDist</code>.</dd>

	<dt><code>pmd.adj</code> </dt>
<dd>Adjusted square 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>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>

CovRobMissSc-class: Class "CovRobMissSc" -- a subclass of "CovRobMiss" with scale estimate

Description

Arguments

Objects from the Class

Slots

Extends

Methods

Author

See Also