FLXcomponent-class

show,FLXcomponent-method

A fitted component of a <code><a rd-options="" href="/link/flexmix?package=flexmix&version=2.3-15" data-mini-rdoc="flexmix::flexmix">flexmix</a></code> model.

classes

A general framework for finite mixtures of regression
models using the EM algorithm is implemented. The E-step and all
data handling are provided, while the M-step can be supplied by the
user to easily define new models. Existing drivers implement
mixtures of standard linear models, generalized linear models and
model-based clustering.

Bettina Gruen

flexmix

Flexible Mixture Modeling

Friedrich Leisch

Deepayan Sarkar

Frederic Mortier

Nicolas Picard

FLXcomponent-class function

Objects can be created by calls of the form <code>new("FLXcomponent", ...)</code>.

Objects from the Class

<dl class="dl-horizontal">
 <dt><code>df</code>:</dt><dd>Number of parameters used by the component.</dd>
 <dt><code>logLik</code>:</dt><dd>Function computing the log-likelihood of
 observations.</dd>
 <dt><code>parameters</code>:</dt><dd>List with model parameters.</dd>
 <dt><code>predict</code>:</dt><dd>Function predicting response for new data.</dd>
 </dl>

Slots

A fitted component of a <code><a rd-options='' href='flexmix'>flexmix</a></code> model.

Class "FLXcomponent" — FLXcomponent-class

<dl class='dl-horizontal'>
 <dt><code>df</code>:</dt><dd>Number of parameters used by the component.</dd>
 <dt><code>logLik</code>:</dt><dd>Function computing the log-likelihood of
 observations.</dd>
 <dt><code>parameters</code>:</dt><dd>List with model parameters.</dd>
 <dt><code>predict</code>:</dt><dd>Function predicting response for new data.</dd>
 </dl>

FLXcomponent-class: Class "FLXcomponent"

Description

Arguments

Objects from the Class

Slots