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	<title>PMean &#187; Reproducible research</title>
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	<link>http://blog.pmean.com</link>
	<description>A blog about statistics, evidence-based medicine, and research ethics</description>
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		<title>Recommended: Reproducible research with Stata</title>
		<link>http://blog.pmean.com/reproducible-stata/</link>
		<comments>http://blog.pmean.com/reproducible-stata/#comments</comments>
		<pubDate>Sun, 13 May 2018 16:06:48 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[Reproducible research]]></category>
		<category><![CDATA[Stata software]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1510</guid>
		<description><![CDATA[This page is moving to a new website. This outlines a way to produce &#8220;beautiful Beamer presentations&#8221; using Stata. This is a step towards the goal of reproducible research. Karthik Balachandrian. Reproducible research with Stata. Medico Musings blog. May 12, 2018. Available at https://medicalruminations.wordpress.com/2018/05/12/reproducible-research-with-stata/.]]></description>
				<content:encoded><![CDATA[<p>This page is moving to a <a href="http://new.pmean.com/reproducible-stata/">new website</a>.</p>
<p>This outlines a way to produce &#8220;beautiful Beamer presentations&#8221; using Stata. This is a step towards the goal of reproducible research.<span id="more-1510"></span></p>
<p>Karthik Balachandrian. Reproducible research with Stata. Medico Musings blog. May 12, 2018. Available at <a href="https://medicalruminations.wordpress.com/2018/05/12/reproducible-research-with-stata/">https://medicalruminations.wordpress.com/2018/05/12/reproducible-research-with-stata/</a>.</p>
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		<title>Recommended: TinyTeX: A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live</title>
		<link>http://blog.pmean.com/tinytex/</link>
		<comments>http://blog.pmean.com/tinytex/#comments</comments>
		<pubDate>Thu, 05 Apr 2018 19:04:32 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[R software]]></category>
		<category><![CDATA[Reproducible research]]></category>
		<category><![CDATA[Writing research papers]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1473</guid>
		<description><![CDATA[This page is moving to a new website. I&#8217;ve been using a version of LaTeX (MikTeX) for a couple of years, and it&#8217;s not bad. But when I heard about Yihui Xie&#8217;s R package, tinytex, I jumped at the opportunity to try it. Dr. Xie is the author of knitr, a package that makes it easy [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>This page is moving to a <a href="http://new.pmean.com/lightweight-latex/">new website</a>.</p>
<p>I&#8217;ve been using <a href="https://miktex.org/">a version of LaTeX (MikTeX)</a> for a couple of years, and it&#8217;s not bad. But when I heard about Yihui Xie&#8217;s R package, tinytex, I jumped at the opportunity to try it. Dr. Xie is the author of <a href="https://yihui.name/knitr/">knitr</a>, a package that makes it easy to create well documented R programs where the code and the output are gracefully merged. He created this new package, tinytex, because he felt that the current versions of LaTex had complex installation processes and forced you to choose between a minimal installation that couldn&#8217;t do anything useful and a full installation that was bloated with features you&#8217;d never use. I can&#8217;t say too much about the package yet except that he is right in that it is very easy to install. If I find out more, I&#8217;ll let you know.<span id="more-1473"></span></p>
<p>Yihui Xie. TinyTeX: A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live. Available at <a href="https://yihui.name/tinytex/">https://yihui.name/tinytex/</a>.</p>
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" 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