l_clusterLine

This layers clusters several smooth effects and plots the cluster centers.

Extension of the 'mgcv' package, providing visual tools for Generalized Additive Models that exploit the additive structure of such models, scale to large data sets and can be used in conjunction with a wide range of response distributions. The focus is providing visual methods for better understanding the model output and for aiding model checking and development beyond simple exponential family regression. The graphical framework is based on the layering system provided by 'ggplot2'.

Matteo Fasiolo

mgcViz

Visualisations for Generalized Additive Models

Raphael Nedellec

Yannig Goude

Christian Capezza

Simon N. Wood

l_clusterLine function

<dl><dt>centers</dt>
<dd>the number of clusters. This is the same a the <code>centers</code>
argument in <a href="/link/stats%3A%3Akmeans?package=mgcViz&version=0.2.0" data-mini-rdoc="mgcViz::stats::kmeans">stats::kmeans</a>.</dd>
<dt>cluFun</dt>
<dd>the function used for clustering. I must take (at least) arguments <code>x</code>,
<code>centers</code> and <code>data</code>, which have the same interpretation as in
<a href="/link/stats%3A%3Akmeans?package=mgcViz&version=0.2.0" data-mini-rdoc="mgcViz::stats::kmeans">stats::kmeans</a> (which is the default).</dd>
<dt>a.clu</dt>
<dd>list of further argument to be passed to <code>cluFun</code>.</dd>
<dt>...</dt>
<dd>graphical arguments to be passed to <code><a href="https://ggplot2.tidyverse.org/reference/geom_path.html">ggplot2::geom_line</a></code>.</dd></dl>

Arguments

Cluster and plot smooth effects — l_clusterLine

<dl>

<dt>centers</dt>
<dd>the number of clusters. This is the same a the <code>centers</code>
argument in <a href='https://rdrr.io/r/stats/kmeans.html'>stats::kmeans</a>.</dd>


<dt>cluFun</dt>
<dd>the function used for clustering. I must take (at least) arguments <code>x</code>,
<code>centers</code> and <code>data</code>, which have the same interpretation as in
<a href='https://rdrr.io/r/stats/kmeans.html'>stats::kmeans</a> (which is the default).</dd>


<dt>a.clu</dt>
<dd>list of further argument to be passed to <code>cluFun</code>.</dd>


<dt>...</dt>
<dd>graphical arguments to be passed to <code><a href='https://ggplot2.tidyverse.org/reference/geom_path.html'>ggplot2::geom_line</a></code>.</dd>

</dl>

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l_clusterLine: Cluster and plot smooth effects

Description

Usage

Value

Arguments

See Also