STCdata-class

<dl class="dl-horizontal">
 <dt>x</dt><dd>matrix. It contains the observations. Each column corresponds to an individual. The row indicates the values of each site for each time.</dd>
 <dt>TT</dt><dd>numeric. It indicates the number of elements of the time grid.</dd>
 <dt>JJ</dt><dd>numeric. It indicates the number of sites.</dd>
 <dt>n</dt><dd>numeric. It indicates the number of observations.</dd>
 <dt>map</dt><dd>numeric. It indicates the spatial coordinates of each site.</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

STCdata-class function

<dl class='dl-horizontal'>
 <dt>x</dt><dd>matrix. It contains the observations. Each column corresponds to an individual. The row indicates the values of each site for each time.</dd>
 <dt>TT</dt><dd>numeric. It indicates the number of elements of the time grid.</dd>
 <dt>JJ</dt><dd>numeric. It indicates the number of sites.</dd>
 <dt>n</dt><dd>numeric. It indicates the number of observations.</dd>
 <dt>map</dt><dd>numeric. It indicates the spatial coordinates of each site.</dd>
</dl>

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

Description

Arguments

Examples