PcaNA-class

getQuan,PcaNA-method

Contains the results of the computations of classical and robust principal components for incomplete data using an EM algorithm as descibed by Serneels and Verdonck (2008)

multivariate

robust

Robust Location and Scatter Estimation and Robust
Multivariate Analysis with High Breakdown Point for Incomplete
Data (missing values) (Todorov et al. (2010) <doi:10.1007/s11634-010-0075-2>).

Valentin Todorov

rrcovNA

Scalable Robust Estimators with High Breakdown Point for
Incomplete Data

PcaNA-class function

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

Objects from the Class

<dl>
 <dt><code>call</code>, <code>center</code>, <code>scale</code>, <code>loadings</code>,
 <code>eigenvalues</code>, <code>scores</code>, <code>k</code>,
 <code>sd</code>, <code>od</code>, <code>cutoff.sd</code>, <code>cutoff.od</code>,
 <code>flag</code>, <code>n.obs</code>:</dt>
<dd>from the <code>"Pca-class"</code> class.</dd> <dt><code>Ximp</code>:</dt>
<dd>the data matrix with imputed missing values</dd> 
</dl>

Slots

Class <code>"Pca-class"</code>, directly.

Extends

<dl>
 <dt>getQuan</dt>
<dd><code>signature(obj = "PcaNA")</code>: ...</dd> 
</dl>

Methods

Valentin Todorov <a href="/link/valentin.todorov%40chello.at?package=rrcovNA&version=0.5-2" data-mini-rdoc="rrcovNA::valentin.todorov@chello.at">valentin.todorov@chello.at</a>

Author

Class "PcaNA" Principal Components for incomplete data — PcaNA-class

<dl>
 <dt><code>call</code>, <code>center</code>, <code>scale</code>, <code>loadings</code>,
 <code>eigenvalues</code>, <code>scores</code>, <code>k</code>,
 <code>sd</code>, <code>od</code>, <code>cutoff.sd</code>, <code>cutoff.od</code>,
 <code>flag</code>, <code>n.obs</code>:</dt>
<dd>from the <code>"Pca-class"</code> class.</dd>

 <dt><code>Ximp</code>:</dt>
<dd>the data matrix with imputed missing values</dd>

 
</dl>

<dl>
 <dt>getQuan</dt>
<dd><code>signature(obj = "PcaNA")</code>: ...</dd>

 
</dl>

Valentin Todorov <a href='mailto:valentin.todorov@chello.at'>valentin.todorov@chello.at</a>

PcaNA-class: Class "PcaNA" Principal Components for incomplete data

Description

Arguments

Objects from the Class

Slots

Extends

Methods

Author

References

See Also

Examples