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discover_rules.html
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<!DOCTYPE html>
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<main id="main" class="col-md-9"><div class="page-header">
<img src="" class="logo" alt=""><h1>Discover rules</h1>
<small class="dont-index">Source: <a href="https://github.com/NSAPH-Software/CRE/blob/HEAD/R/discover_rules.R"><code>R/discover_rules.R</code></a></small>
<div class="d-none name"><code>discover_rules.Rd</code></div>
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<div class="ref-description section level2">
<p>Discover the minimal set of rules linearly decomposing the Conditional
Average Treatment Effect (CATE).</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">discover_rules</span><span class="op">(</span><span class="va">X</span>, <span class="va">ite</span>, <span class="va">method_params</span>, <span class="va">hyper_params</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>X</dt>
<dd><p>A covariate matrix.</p></dd>
<dt>ite</dt>
<dd><p>An estimated ITE.</p></dd>
<dt>method_params</dt>
<dd><p>A vector of method parameters.</p></dd>
<dt>hyper_params</dt>
<dd><p>A vector of hyper parameters.</p></dd>
</dl></div>
<div class="section level2">
<h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
<p>A minimal set of rules linearly decomposing the Conditional Average
Treatment Effect (CATE).</p>
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