Define_sVar

<p>Evaluates and and stores arbitrary summary measure expressions. The expressions (exprs_list) are evaluated in the environment of the input data.frame.</p>

A flexible tool for simulating complex longitudinal data using
structural equations, with emphasis on problems in causal inference.
Specify interventions and simulate from intervened data generating
distributions. Define and evaluate treatment-specific means, the average
treatment effects and coefficients from working marginal structural models.
User interface designed to facilitate the conduct of transparent and
reproducible simulation studies, and allows concise expression of complex
functional dependencies for a large number of time-varying nodes. See the
package vignette for more information, documentation and examples.

Fred Gruber

simcausal

Simulating Longitudinal Data with Causal Inference Applications

Oleg Sofrygin

Romain Neugebauer

Define_sVar function

Format


<div class="section" id="public-methods">
<h3>Public methods</h3><p></p><p><ul>
<li><p><a href="/link/Define_sVar%24new()?package=simcausal&version=0.5.6" data-mini-rdoc="simcausal::Define_sVar$new()"><code>Define_sVar$new()</code></a></p></li>
<li><p><a href="/link/Define_sVar%24set.new.exprs()?package=simcausal&version=0.5.6" data-mini-rdoc="simcausal::Define_sVar$set.new.exprs()"><code>Define_sVar$set.new.exprs()</code></a></p></li>
<li><p><a href="/link/Define_sVar%24eval.nodeforms()?package=simcausal&version=0.5.6" data-mini-rdoc="simcausal::Define_sVar$eval.nodeforms()"><code>Define_sVar$eval.nodeforms()</code></a></p></li>
<li><p><a href="/link/Define_sVar%24eval.EFU()?package=simcausal&version=0.5.6" data-mini-rdoc="simcausal::Define_sVar$eval.EFU()"><code>Define_sVar$eval.EFU()</code></a></p></li>
<li><p><a href="/link/Define_sVar%24df.names()?package=simcausal&version=0.5.6" data-mini-rdoc="simcausal::Define_sVar$df.names()"><code>Define_sVar$df.names()</code></a></p></li>
<li><p><a href="/link/Define_sVar%24setnode.setenv()?package=simcausal&version=0.5.6" data-mini-rdoc="simcausal::Define_sVar$setnode.setenv()"><code>Define_sVar$setnode.setenv()</code></a></p></li>
<li><p><a href="/link/Define_sVar%24set.net()?package=simcausal&version=0.5.6" data-mini-rdoc="simcausal::Define_sVar$set.net()"><code>Define_sVar$set.net()</code></a></p></li>
<li><p><a href="/link/Define_sVar%24clone()?package=simcausal&version=0.5.6" data-mini-rdoc="simcausal::Define_sVar$clone()"><code>Define_sVar$clone()</code></a></p></li>
</ul></p><p></p></div><p><hr>
<a id="method-Define_sVar-new"></a></p><div class="section" id="method-new-">
<h3>Method <code>new()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Define_sVar$new()</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Define_sVar-set.new.exprs"></a></p><div class="section" id="method-set-new-exprs-">
<h3>Method <code>set.new.exprs()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Define_sVar$set.new.exprs(exprs_list)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Define_sVar-eval.nodeforms"></a></p><div class="section" id="method-eval-nodeforms-">
<h3>Method <code>eval.nodeforms()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Define_sVar$eval.nodeforms(cur.node, data.df)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Define_sVar-eval.EFU"></a></p><div class="section" id="method-eval-efu-">
<h3>Method <code>eval.EFU()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Define_sVar$eval.EFU(cur.node, data.df)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Define_sVar-df.names"></a></p><div class="section" id="method-df-names-">
<h3>Method <code>df.names()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Define_sVar$df.names(data.df)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Define_sVar-setnode.setenv"></a></p><div class="section" id="method-setnode-setenv-">
<h3>Method <code>setnode.setenv()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Define_sVar$setnode.setenv(cur.node)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Define_sVar-set.net"></a></p><div class="section" id="method-set-net-">
<h3>Method <code>set.net()</code></h3><p></p><p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Define_sVar$set.net(netind_cl)</code></pre><p></p></div></p>
</div><p></p><p>
</p><p><hr>
<a id="method-Define_sVar-clone"></a></p><div class="section" id="method-clone-">
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>Define_sVar$clone(deep = FALSE)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p>
</p>

Methods

Class for defining and evaluating user-specified summary measures (exprs_list) — Define_sVar


<div class='section' id='public-methods'>
<h3>Public methods</h3>

<ul>
<li><p><a href='#method-Define_sVar-new'><code>Define_sVar$new()</code></a></p></li>
<li><p><a href='#method-Define_sVar-set.new.exprs'><code>Define_sVar$set.new.exprs()</code></a></p></li>
<li><p><a href='#method-Define_sVar-eval.nodeforms'><code>Define_sVar$eval.nodeforms()</code></a></p></li>
<li><p><a href='#method-Define_sVar-eval.EFU'><code>Define_sVar$eval.EFU()</code></a></p></li>
<li><p><a href='#method-Define_sVar-df.names'><code>Define_sVar$df.names()</code></a></p></li>
<li><p><a href='#method-Define_sVar-setnode.setenv'><code>Define_sVar$setnode.setenv()</code></a></p></li>
<li><p><a href='#method-Define_sVar-set.net'><code>Define_sVar$set.net()</code></a></p></li>
<li><p><a href='#method-Define_sVar-clone'><code>Define_sVar$clone()</code></a></p></li>
</ul>

</div><p><hr>
<a id="method-Define_sVar-new"></a></p><div class='section' id='method-new-'>
<h3>Method <code>new()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Define_sVar$new()</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Define_sVar-set.new.exprs"></a></p><div class='section' id='method-set-new-exprs-'>
<h3>Method <code>set.new.exprs()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Define_sVar$set.new.exprs(exprs_list)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Define_sVar-eval.nodeforms"></a></p><div class='section' id='method-eval-nodeforms-'>
<h3>Method <code>eval.nodeforms()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Define_sVar$eval.nodeforms(cur.node, data.df)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Define_sVar-eval.EFU"></a></p><div class='section' id='method-eval-efu-'>
<h3>Method <code>eval.EFU()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Define_sVar$eval.EFU(cur.node, data.df)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Define_sVar-df.names"></a></p><div class='section' id='method-df-names-'>
<h3>Method <code>df.names()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Define_sVar$df.names(data.df)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Define_sVar-setnode.setenv"></a></p><div class='section' id='method-setnode-setenv-'>
<h3>Method <code>setnode.setenv()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Define_sVar$setnode.setenv(cur.node)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Define_sVar-set.net"></a></p><div class='section' id='method-set-net-'>
<h3>Method <code>set.net()</code></h3>

<div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Define_sVar$set.net(netind_cl)</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-Define_sVar-clone"></a></p><div class='section' id='method-clone-'>
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>Define_sVar$clone(deep = FALSE)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd>


</dl><p></div></p>
</div>

</div>


Define_sVar: Class for defining and evaluating user-specified summary measures (exprs_list)

Description

Arguments

Format

Methods

Public methods

Method `new()`

Usage

Method `set.new.exprs()`

Usage

Method `eval.nodeforms()`

Usage

Method `eval.EFU()`

Usage

Method `df.names()`

Usage

Method `setnode.setenv()`

Usage

Method `set.net()`

Usage

Method `clone()`

Usage

Arguments

Details

Description

Arguments

Format

Methods

Public methods

Method new()

Usage

Method set.new.exprs()

Usage

Method eval.nodeforms()

Usage

Method eval.EFU()

Usage

Method df.names()

Usage

Method setnode.setenv()

Usage

Method set.net()

Usage

Method clone()

Usage

Arguments

Details

Method `new()`

Method `set.new.exprs()`

Method `eval.nodeforms()`

Method `eval.EFU()`

Method `df.names()`

Method `setnode.setenv()`

Method `set.net()`

Method `clone()`