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<div class="page-header"><h1>tmlecte R Package</h1></div>
<div class="well small">Permalink: <a class="more" href="/tmlecte-r-package.html">2015-11-22 22:41:00-08:00</a>
by <a class="url fn" href="/author/admin.html">admin </a>
in <a href="/category/software.html">Software</a>
tags: <a href="/tag/r.html">R</a> <a href="/tag/tmle.html">TMLE</a> </div>
<div><p>This <a href="https://github.com/lendle/tmlecte">tmlecte R package</a> estimates the statistical parameter <code>E(E(Y|A=1,B)-E(Y|A=0,B)|A=a)</code> using targeted maximum likelihood estimation (TMLE). If <code>A</code> is a treatment, then this is sort of like a Treatment Effect, Conditional on one of the treatments, hence the name <code>tmlecte</code>. Under various causal models, this statistical parameter has interpretations of things like
- the affect of treatment among the treated (ATT)
- the natural direct effect (NDE), and
- the natural direct effect among the untreated.</p>
<p>The methods in this package will probably be added to the <a href="http://cran.r-project.org/web/packages/tmle/index.html">tmle</a> package on CRAN in the future. </p>
<p><strong>Author(s)</strong>: Sam Lendle</p>
<p><a href="https://github.com/lendle/tmlecte">GitHub</a></p></div>
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