Generic function for producing ALE effects, to be plottied using the <code>plot</code> generic.

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

ALE function

<dl><dt>o</dt>
<dd>the model we want to use to produce the ALE effect.</dd>
<dt>...</dt>
<dd>arguments to be passed to methods.</dd></dl>

Arguments

Generic function for Accumulated Local Effect (ALE) — ALE

<dl>

<dt>o</dt>
<dd>the model we want to use to produce the ALE effect.</dd>


<dt>...</dt>
<dd>arguments to be passed to methods.</dd>

</dl>

ALE: Generic function for Accumulated Local Effect (ALE)

Description

Usage

Arguments

References

See Also