VT.forest.one

A reference class to compute twins via one random forest

Research of subgroups in random clinical trials with binary outcome and two treatments groups. This is an adaptation of the Jared Foster method (<https://www.ncbi.nlm.nih.gov/pubmed/21815180>).

Francois Vieille

aVirtualTwins

Adaptation of Virtual Twins Method from Jared Foster

Jared Foster

VT.forest.one function

<dl class="dl-horizontal">
<dt><code>model</code></dt><dd>is a caret/RandomForest/randomForest class object</dd></dl><dt><code>interactions</code></dt><dd>logical set TRUE if model has been computed with interactions</dd><dt><code>...</code></dt><dd>field from parent class : <code><a rd-options="" href="/link/VT.forest?package=aVirtualTwins&version=1.0.1" data-mini-rdoc="aVirtualTwins::VT.forest">VT.forest</a></code></dd>

Fields

<dl class="dl-horizontal">
<dt><code>computeTwin1()</code></dt><dd>Compute twin1 with OOB predictions</dd></dl><dt><code>computeTwin2()</code></dt><dd>Compute twin2 by switching treatment and applying random forest model</dd>

VT.forest.one: Difft by one random forest

Description

Arguments

Fields

Methods

Details

See Also