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estimate_ps.html
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<img src="" class="logo" alt=""><h1>Estimate the propensity score</h1>
<small class="dont-index">Source: <a href="https://github.com/NSAPH-Software/CRE/blob/HEAD/R/estimate_ps.R"><code>R/estimate_ps.R</code></a></small>
<div class="d-none name"><code>estimate_ps.Rd</code></div>
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<div class="ref-description section level2">
<p>Estimates the Propensity Score given a treatment vector and
features data frame.</p>
</div>
<div class="section level2">
<h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">estimate_ps</span><span class="op">(</span><span class="va">z</span>, <span class="va">X</span>, ps_method <span class="op">=</span> <span class="st">"SL.xgboost"</span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level2">
<h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
<dl><dt>z</dt>
<dd><p>A treatment vector.</p></dd>
<dt>X</dt>
<dd><p>A features data frame.</p></dd>
<dt>ps_method</dt>
<dd><p>An estimation model for the propensity score
(default: <code>SL.xgboost</code>).</p></dd>
</dl></div>
<div class="section level2">
<h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
<p>A vector of propensity score estimates.</p>
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