plot,distcompare-method

Plot <code>distcompare</code> Objects

internal

Performs Wasserstein projections from the predictive distributions of any model into the space of predictive distributions of linear models. We utilize L1 penalties to also reduce the complexity of the model space. This package employs the methods as described in Dunipace, Eric and Lorenzo Trippa (2020) <arXiv:2012.09999>.

Eric Dunipace

WpProj

Linear p-Wasserstein Projections

Clemens Schmid

Espen Bernton

Mathieu Gerber

Pierre Jacob

Bin Dai

Jared Huling

Yixuan Qiu

Dominic Schuhmacher

Nicolas Bonneel

plot,distcompare-method function

<dl><dt>x</dt>
<dd>object of class <code>distcompare</code></dd>
<dt>models</dt>
<dd>Can give list of <code>WpProj</code> outputs and have them turned into <code>distcompare</code> object for immediate plotting</dd>
<dt>ylim</dt>
<dd>Limits on y-axis</dd>
<dt>ylabs</dt>
<dd>Y-axis labels</dd>
<dt>xlab</dt>
<dd>X-axis labels</dd>
<dt>xlim</dt>
<dd>Limits of the x-axis</dd>
<dt>linesize</dt>
<dd>How big to make the lines?</dd>
<dt>pointsize</dt>
<dd>How big to make the points?</dd>
<dt>facet.group</dt>
<dd>Should the plots be turned into a <a href="https://ggplot2.tidyverse.org/reference/facet_grid.html">facet_grid</a>?</dd>
<dt>...</dt>
<dd>Additional options for the wasserstein distance if just inputing raw <code>WpProj</code> models</dd></dl>

Arguments

Plot distcompare Objects — plot,distcompare-method

<dl>

<dt>x</dt>
<dd>object of class <code>distcompare</code></dd>


<dt>models</dt>
<dd>Can give list of <code>WpProj</code> outputs and have them turned into <code>distcompare</code> object for immediate plotting</dd>


<dt>ylim</dt>
<dd>Limits on y-axis</dd>


<dt>ylabs</dt>
<dd>Y-axis labels</dd>


<dt>xlab</dt>
<dd>X-axis labels</dd>


<dt>xlim</dt>
<dd>Limits of the x-axis</dd>


<dt>linesize</dt>
<dd>How big to make the lines?</dd>


<dt>pointsize</dt>
<dd>How big to make the points?</dd>


<dt>facet.group</dt>
<dd>Should the plots be turned into a <a href='https://ggplot2.tidyverse.org/reference/facet_grid.html'>facet_grid</a>?</dd>


<dt>...</dt>
<dd>Additional options for the wasserstein distance if just inputing raw <code>WpProj</code> models</dd>

</dl>

Plot <code>distcompare</code> Objects

plot,distcompare-method: Plot `distcompare` Objects

Description

Usage

Value

Arguments