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<body>
<h1 id="r-package-pharmavis">R package: pharmavis</h1>
<p>Sungpil Han</p>
<h1 id="introduction">Introduction</h1>
<p>Installation can be done by running the script below.</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" data-line-number="1"><span class="co"># devtools::install_github('asancpt/pharmavis')</span></a>
<a class="sourceLine" id="cb1-2" data-line-number="2"><span class="kw">library</span>(pharmavis)</a></code></pre></div>
<p>Here are some examples.</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb2-1" data-line-number="1"><span class="kw">plot_nca</span>(<span class="dt">concData =</span> Theoph, <span class="dt">colSubj =</span> <span class="st">"Subject"</span>, <span class="dt">colTime =</span> <span class="st">"Time"</span>, <span class="dt">colConc =</span> <span class="st">"conc"</span>)</a></code></pre></div>
<p><img 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" /><!-- --></p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb3-1" data-line-number="1"><span class="kw">plot_nca</span>(<span class="dt">concData =</span> Indometh, <span class="dt">colSubj =</span> <span class="st">"Subject"</span>, <span class="dt">colTime =</span> <span class="st">"time"</span>, <span class="dt">colConc =</span> <span class="st">"conc"</span>)</a></code></pre></div>
<p><img 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" /><!-- --></p>
<h2 id="future-references">Future references</h2>
<p>여기서 예제를 올리고 이를 응용해서 PK plot을 그려 나갈 예정입니다.</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb4-1" data-line-number="1">ggplot2<span class="op">::</span><span class="kw">qplot</span>(<span class="dt">x=</span>Time, <span class="dt">y=</span>Conc, <span class="dt">group=</span>ID, <span class="dt">color =</span> Race, </a>
<a class="sourceLine" id="cb4-2" data-line-number="2"> <span class="dt">data=</span>PKPDdatasets<span class="op">::</span>sd_oral_richpk, </a>
<a class="sourceLine" id="cb4-3" data-line-number="3"> <span class="dt">log =</span> <span class="st">'y'</span>,</a>
<a class="sourceLine" id="cb4-4" data-line-number="4"> <span class="dt">geom=</span><span class="kw">c</span>(<span class="st">'line'</span>, <span class="st">'point'</span>))</a></code></pre></div>
<p><img 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" /><!-- --></p>
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb5-1" data-line-number="1">ggplot2<span class="op">::</span><span class="kw">qplot</span>(<span class="dt">x=</span>Time, <span class="dt">y=</span>Conc, <span class="dt">group=</span>ID, <span class="dt">color =</span> Race, </a>
<a class="sourceLine" id="cb5-2" data-line-number="2"> <span class="dt">data=</span>PKPDdatasets<span class="op">::</span>sd_oral_richpk, </a>
<a class="sourceLine" id="cb5-3" data-line-number="3"> <span class="dt">facets =</span> Race <span class="op">~</span><span class="st"> </span>Gender,</a>
<a class="sourceLine" id="cb5-4" data-line-number="4"> <span class="dt">geom=</span><span class="kw">c</span>(<span class="st">'line'</span>, <span class="st">'point'</span>))</a></code></pre></div>
<p><img 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" 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