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	<title>PMean &#187; Complex surveys</title>
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	<description>A blog about statistics, evidence-based medicine, and research ethics</description>
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		<title>Recommended: Analyze Survey Data for Free</title>
		<link>http://blog.pmean.com/survey-data-r/</link>
		<comments>http://blog.pmean.com/survey-data-r/#comments</comments>
		<pubDate>Wed, 12 Jul 2017 19:13:11 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[Complex surveys]]></category>
		<category><![CDATA[R software]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1122</guid>
		<description><![CDATA[This page is moving to a new website. I&#8217;ve not had a chance to test this code, but it looks pretty good for anyone who might want to analyze one of the dozens of large databases produced by the U.S. Government. Anthony Damico. Analyze Survey Data for Free. Available at http://www.asdfree.com/.]]></description>
				<content:encoded><![CDATA[<p>This page is moving to a <a href="http://new.pmean.com/survey-data-r/">new website</a>.</p>
<p>I&#8217;ve not had a chance to test this code, but it looks pretty good for anyone who might want to analyze one of the dozens of large databases produced by the U.S. Government.<span id="more-1122"></span></p>
<p>Anthony Damico. Analyze Survey Data for Free. Available at <a href="http://www.asdfree.com/">http://www.asdfree.com/</a>.</p>
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" 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			<wfw:commentRss>http://blog.pmean.com/survey-data-r/feed/</wfw:commentRss>
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