STCmodel-class

<dl class="dl-horizontal">
 <dt>G</dt><dd>integer. It defines the number of mixture components.</dd>
 <dt>K</dt><dd>integer. It defines the number of polynoms for each component.</dd>
 <dt>Q</dt><dd>integer. It defines the degree of the polynoms.</dd>
 <dt>spatial</dt><dd>integer. It defines if the spatial dependencies are considered (1:yes, 0:no).</dd>
 <dt>nbparam</dt><dd>integer. It indicates the number of parameters involved by the model.</dd>
</dl>

Mixture model is used to achieve the clustering goal. Each component is itself a mixture model of polynomial autoregressive regressions whose the logistic weights consider the spatial and temporal information.

Matthieu Marbac

SpaTimeClus

Model-Based Clustering of Spatio-Temporal Data

STCmodel-class function

<dl class='dl-horizontal'>
 <dt>G</dt><dd>integer. It defines the number of mixture components.</dd>
 <dt>K</dt><dd>integer. It defines the number of polynoms for each component.</dd>
 <dt>Q</dt><dd>integer. It defines the degree of the polynoms.</dd>
 <dt>spatial</dt><dd>integer. It defines if the spatial dependencies are considered (1:yes, 0:no).</dd>
 <dt>nbparam</dt><dd>integer. It indicates the number of parameters involved by the model.</dd>
</dl>

STCmodel-class: Constructor of [`'>STCmodel`] class

Description

Arguments

Examples