summary-methods

summary,dbs-method

summary,kepdf-method

summary,pdfCluster-method

Methods for function <code>summary</code> aimed at summarizing the S4 classes included in the <code>pdfCluster-package</code>.

methods

Cluster analysis via nonparametric density
estimation is performed. Operationally, the kernel method is used throughout to estimate
the density. Diagnostics methods for evaluating the quality of the clustering
are available. The package includes also a routine to estimate the
probability density function obtained by the kernel method, given a set of
data with arbitrary dimensions.

Giovanna Menardi

pdfCluster

Cluster Analysis via Nonparametric Density Estimation

Menardi Giovanna

Azzalini Adelchi

Rosolin Tiziana

summary-methods function

<dl>
<dt><code>signature(object = "dbs")</code></dt>
<dd>S4 method for summarizing objects of <code>dbs-class</code>.</dd>
<dt><code>signature(object = "kepdf")</code></dt>
<dd></dd>S4 method for summarizing objects of <code>kepdf-class</code>.
<dt><code>signature(object = "pdfCluster")</code></dt>
<dd></dd>S4 method for summarizing objects of <code>pdfCluster-class</code>.
</dl>

Methods

Methods for Function summary — summary-methods

<dl>
<dt><code>signature(object = "dbs")</code></dt>
<dd>

S4 method for summarizing objects of <code>dbs-class</code>.</dd>


<dt><code>signature(object = "kepdf")</code></dt>
<dd>

S4 method for summarizing objects of <code>kepdf-class</code>.</dd>


<dt><code>signature(object = "pdfCluster")</code></dt>
<dd>

S4 method for summarizing objects of <code>pdfCluster-class</code>.</dd>


</dl>

summary-methods: Methods for Function summary

Description

Arguments

Methods

See Also