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	<title>Comments on: La Sagesse Des Foules</title>
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	<link>http://www.midasoracle.org/2008/04/12/la-sagesse-des-foules/</link>
	<description>Prediction Markets + Market Predictions = Collective Forecasting That Pays Off</description>
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		<title>By: Increasing diversity improves predictions. &#124; Midas Oracle .ORG</title>
		<link>http://www.midasoracle.org/2008/04/12/la-sagesse-des-foules/#comment-17951</link>
		<dc:creator>Increasing diversity improves predictions. &#124; Midas Oracle .ORG</dc:creator>
		<pubDate>Sun, 13 Apr 2008 21:27:27 +0000</pubDate>
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		<description>[...] Via Emile Servan-Schreiber of NewsFutures, Scott Page&#8217;s presentation (PPT file). [...]</description>
		<content:encoded><![CDATA[<p>[...] Via Emile Servan-Schreiber of NewsFutures, Scott Page&#8217;s presentation (PPT file). [...]</p>
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		<title>By: Emile Servan-Schreiber</title>
		<link>http://www.midasoracle.org/2008/04/12/la-sagesse-des-foules/#comment-17949</link>
		<dc:creator>Emile Servan-Schreiber</dc:creator>
		<pubDate>Sun, 13 Apr 2008 20:06:09 +0000</pubDate>
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		<description>I belatedly discovered Scott Page&#039;s wonderful book a couple weeks ago while preparing for a presentation I delivered in Washington. It apparently came out in early 2007, and even though it discusses prediction markets only very briefly, it is so relevant to what we do that I was amazed not to have heard about it before.
The core of the book is Page&#039;s Diversity Theorem, a deceptively simple equation that lays the mathematical foundation for the Wisdom of Crowds. Applied to predictions, it says:
&lt;a href=&quot;http://epscor.unl.edu/ppts/Page.ppt&quot; rel=&quot;nofollow&quot;&gt;&lt;em&gt;Collective Error = Average Individual Error - Prediction Diversity&lt;/em&gt;&lt;/a&gt;
(click on the link for one of Page&#039;s PPT that explains it all)
The beauty of this theorem is in its semantic implications: In particular means that   group-level performance results as much from diversity as from individual ability. That explains why an expert can be outperformed by a diverse group of lesser experts. For a lot of people, the fact that diversity can make up for individual ability is highly counter intuitive, so it&#039;s really nice to have Page&#039;s theorem to back it up.
The book is also wonderfully written. I highly recommend it.
 
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		<content:encoded><![CDATA[<p>I belatedly discovered Scott Page&#8217;s wonderful book a couple weeks ago while preparing for a presentation I delivered in Washington. It apparently came out in early 2007, and even though it discusses prediction markets only very briefly, it is so relevant to what we do that I was amazed not to have heard about it before.<br />
The core of the book is Page&#8217;s Diversity Theorem, a deceptively simple equation that lays the mathematical foundation for the Wisdom of Crowds. Applied to predictions, it says:<br />
<a href="http://epscor.unl.edu/ppts/Page.ppt" rel="nofollow"><em>Collective Error = Average Individual Error &#8211; Prediction Diversity</em></a><br />
(click on the link for one of Page&#8217;s PPT that explains it all)<br />
The beauty of this theorem is in its semantic implications: In particular means that   group-level performance results as much from diversity as from individual ability. That explains why an expert can be outperformed by a diverse group of lesser experts. For a lot of people, the fact that diversity can make up for individual ability is highly counter intuitive, so it&#8217;s really nice to have Page&#8217;s theorem to back it up.<br />
The book is also wonderfully written. I highly recommend it.<br />
 <br />
 </p>
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		<title>By: The Difference: How the Power of Diversity Creates Better Groups, Firms, Schools, and Societies &#124; Midas Oracle .ORG</title>
		<link>http://www.midasoracle.org/2008/04/12/la-sagesse-des-foules/#comment-17945</link>
		<dc:creator>The Difference: How the Power of Diversity Creates Better Groups, Firms, Schools, and Societies &#124; Midas Oracle .ORG</dc:creator>
		<pubDate>Sun, 13 Apr 2008 18:02:19 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=6574#comment-17945</guid>
		<description>[...] Via Emile Servan-Schreiber (who claims it&#8217;s the supportive evidence for The Wisdom Of Crowds) [...]</description>
		<content:encoded><![CDATA[<p>[...] Via Emile Servan-Schreiber (who claims it&#8217;s the supportive evidence for The Wisdom Of Crowds) [...]</p>
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		<title>By: Chris F. Masse</title>
		<link>http://www.midasoracle.org/2008/04/12/la-sagesse-des-foules/#comment-17943</link>
		<dc:creator>Chris F. Masse</dc:creator>
		<pubDate>Sun, 13 Apr 2008 14:50:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=6574#comment-17943</guid>
		<description>&lt;p&gt;Emile,&lt;/p&gt;
&lt;p&gt;1. Curious about Scott Page&#039;s book, &quot;The Difference&quot;, which you cite at Amazon.&lt;/p&gt;
&lt;p&gt;The Difference: How the Power of Diversity Creates Better Groups, Firms, Schools, and Societies (Hardcover)
http://www.amazon.com/Difference-Diversity-Creates-Schools-Societies/dp/0691128383/&lt;/p&gt;
&lt;p&gt;2. At Amazon, you say the Wisdom Of Crowds was out in 2003. It&#039;s 2004, I believe.&lt;/p&gt;
&lt;p&gt;http://en.wikipedia.org/wiki/The_Wisdom_of_Crowds&lt;/p&gt;
&lt;p&gt;http://www.midasoracle.org/2007/01/24/email-interview-ken-kittlitz/#comment-777&lt;/p&gt;</description>
		<content:encoded><![CDATA[<p>Emile,</p>
<p>1. Curious about Scott Page&#8217;s book, &#8220;The Difference&#8221;, which you cite at Amazon.</p>
<p>The Difference: How the Power of Diversity Creates Better Groups, Firms, Schools, and Societies (Hardcover)<br />
<a href="http://www.amazon.com/Difference-Diversity-Creates-Schools-Societies/dp/0691128383/" rel="nofollow">http://www.amazon.com/Difference-Diversity-Creates-Schools-Societies/dp/0691128383/</a></p>
<p>2. At Amazon, you say the Wisdom Of Crowds was out in 2003. It&#8217;s 2004, I believe.</p>
<p><a href="http://en.wikipedia.org/wiki/The_Wisdom_of_Crowds" rel="nofollow">http://en.wikipedia.org/wiki/The_Wisdom_of_Crowds</a></p>
<p><a href="http://www.midasoracle.org/2007/01/24/email-interview-ken-kittlitz/#comment-777" rel="nofollow">http://www.midasoracle.org/2007/01/24/email-interview-ken-kittlitz/#comment-777</a></p>
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		<title>By: Chris F. Masse</title>
		<link>http://www.midasoracle.org/2008/04/12/la-sagesse-des-foules/#comment-17937</link>
		<dc:creator>Chris F. Masse</dc:creator>
		<pubDate>Sat, 12 Apr 2008 20:47:34 +0000</pubDate>
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		<description>&lt;p&gt;Excellent. I like the cover.&lt;/p&gt;
&lt;p&gt;-&lt;/p&gt;
&lt;p&gt;I have been following James Surowiecki and found out he is a very careful researcher.&lt;/p&gt;
&lt;p&gt;http://www.randomhouse.com/features/wisdomofcrowds/Q&amp;A.html&lt;/p&gt;
&lt;p&gt;http://www.chrisfmasse.com/3/3/books/&lt;/p&gt;
&lt;p&gt;-&lt;/p&gt;</description>
		<content:encoded><![CDATA[<p>Excellent. I like the cover.</p>
<p>-</p>
<p>I have been following James Surowiecki and found out he is a very careful researcher.</p>
<p><a href="http://www.randomhouse.com/features/wisdomofcrowds/Q&amp;A.html" rel="nofollow">http://www.randomhouse.com/features/wisdomofcrowds/Q&amp;A.html</a></p>
<p><a href="http://www.chrisfmasse.com/3/3/books/" rel="nofollow">http://www.chrisfmasse.com/3/3/books/</a></p>
<p>-</p>
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