PredictSimca-class

show,PredictSimca-method

The prediction of a "Simca" object

multivariate

robust

classes

Robust multivariate methods for high dimensional data including
outlier detection (Filzmoser and Todorov (2013) <doi:10.1016/j.ins.2012.10.017>),
robust sparse PCA (Croux et al. (2013) <doi:10.1080/00401706.2012.727746>, Todorov and Filzmoser (2013) <doi:10.1007/978-3-642-33042-1_31>),
robust PLS (Todorov and Filzmoser (2014) <doi:10.17713/ajs.v43i4.44>),
and robust sparse classification (Ortner et al. (2020) <doi:10.1007/s10618-019-00666-8>).

Valentin Todorov

rrcovHD

Robust Multivariate Methods for High Dimensional Data

PredictSimca-class function

Objects can be created by calls of the form <code>new("PredictSimca", ...)</code>
but most often by invoking <code><a href="/link/predict()?package=rrcovHD&version=0.3-1" data-mini-rdoc="rrcovHD::predict()">predict()</a></code> on a <code>"Simca"</code> object. 
They contain values meant for printing by <code>show()</code>

Objects from the Class

<dl>
 <dt><code>classification</code>:</dt>
<dd>Object of class <code>"factor"</code> ~~</dd> <dt><code>odsc</code>:</dt>
<dd>A <code>"matrix"</code> containing the standartized orthogonal distances for each group</dd> <dt><code>sdsc</code>:</dt>
<dd>A <code>"matrix"</code> containing the standartized score distances for each group</dd> <dt><code>ct</code>:</dt>
<dd>re-classification table of the training sample</dd> 
</dl>

Slots

<dl>
 <dt>show</dt>
<dd><code>signature(object = "PredictSimca")</code>: Prints the results..</dd>	 
</dl>

Methods

Valentin Todorov <a href="/link/valentin.todorov%40chello.at?package=rrcovHD&version=0.3-1" data-mini-rdoc="rrcovHD::valentin.todorov@chello.at">valentin.todorov@chello.at</a>

Author

Class "PredictSimca" - prediction of "Simca" objects — PredictSimca-class

Objects can be created by calls of the form <code>new("PredictSimca", ...)</code>
but most often by invoking <code><a href='https://rdrr.io/r/stats/predict.html'>predict()</a></code> on a <code>"Simca"</code> object. 
They contain values meant for printing by <code>show()</code>

<dl>
 <dt><code>classification</code>:</dt>
<dd>Object of class <code>"factor"</code> ~~</dd>

 <dt><code>odsc</code>:</dt>
<dd>A <code>"matrix"</code> containing the standartized orthogonal distances for each group</dd>

 <dt><code>sdsc</code>:</dt>
<dd>A <code>"matrix"</code> containing the standartized score distances for each group</dd>

 <dt><code>ct</code>:</dt>
<dd>re-classification table of the training sample</dd>

 
</dl>

<dl>
 <dt>show</dt>
<dd><code>signature(object = "PredictSimca")</code>: Prints the results..</dd>

	 
</dl>

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

PredictSimca-class: Class `"PredictSimca"` - prediction of `"Simca"` objects

Description

Arguments

Objects from the Class

Slots

Methods

Author

References

See Also

Examples