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	<title>Comments on: The proper way to predict Obama&#8217;s electoral vote count</title>
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	<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/</link>
	<description>Prediction Markets, etc.</description>
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		<title>By: Chris F. Masse</title>
		<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/#comment-23400</link>
		<dc:creator>Chris F. Masse</dc:creator>
		<pubDate>Wed, 18 Feb 2009 11:42:24 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=11080#comment-23400</guid>
		<description>The truth about prediction markets
http://www.midasoracle.org/2009/02/14/the-truth-about-prediction-markets/</description>
		<content:encoded><![CDATA[<p>The truth about prediction markets<br />
<a href="http://www.midasoracle.org/2009/02/14/the-truth-about-prediction-markets/" rel="nofollow">http://www.midasoracle.org/2009/02/14/the-truth-about-prediction-markets/</a></p>
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		<title>By: Prediction Markets &#8212; The Day After &#124; Midas Oracle .ORG</title>
		<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/#comment-22592</link>
		<dc:creator>Prediction Markets &#8212; The Day After &#124; Midas Oracle .ORG</dc:creator>
		<pubDate>Wed, 05 Nov 2008 09:08:20 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=11080#comment-22592</guid>
		<description>[...] You might re-read Emile Servan-Schreiber&#8217;s post, which deals with interpreting prediction market prices as proba.... [...]</description>
		<content:encoded><![CDATA[<p>[...] You might re-read Emile Servan-Schreiber&#8217;s post, which deals with interpreting prediction market prices as proba&#8230;. [...]</p>
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		<title>By: Prediction Markets &#8212; The Day After &#124; Midas Oracle .COM</title>
		<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/#comment-22581</link>
		<dc:creator>Prediction Markets &#8212; The Day After &#124; Midas Oracle .COM</dc:creator>
		<pubDate>Wed, 05 Nov 2008 07:39:58 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=11080#comment-22581</guid>
		<description>[...] You might re-read Emile Servan-Schreiber&#8217;s post, which deals with interpreting prediction market prices as proba.... [...]</description>
		<content:encoded><![CDATA[<p>[...] You might re-read Emile Servan-Schreiber&#8217;s post, which deals with interpreting prediction market prices as proba&#8230;. [...]</p>
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		<title>By: How to oversell InTrade&#8217;s predictive power &#124; Midas Oracle .ORG</title>
		<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/#comment-22538</link>
		<dc:creator>How to oversell InTrade&#8217;s predictive power &#124; Midas Oracle .ORG</dc:creator>
		<pubDate>Tue, 04 Nov 2008 00:15:47 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=11080#comment-22538</guid>
		<description>[...] (which event derivative traders rely on to get informed), and they tell gullible reporters that InTrade has magical power. It&#8217;s total bullshit. The life of the InTrade prediction market on &#8220;Joe Biden as the VP [...]</description>
		<content:encoded><![CDATA[<p>[...] (which event derivative traders rely on to get informed), and they tell gullible reporters that InTrade has magical power. It&#8217;s total bullshit. The life of the InTrade prediction market on &#8220;Joe Biden as the VP [...]</p>
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		<title>By: Chris F. Masse</title>
		<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/#comment-22534</link>
		<dc:creator>Chris F. Masse</dc:creator>
		<pubDate>Mon, 03 Nov 2008 23:37:35 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=11080#comment-22534</guid>
		<description>&quot;We accurately predicted the outcome for every single state in the 2004 presidential election and all but one of the Senate races.&quot;
http://www.moneyfoxs.com/blogging/intrade%E2%80%99s-chad-rigetti-talks-predictive-markets-political-polls-and%C2%A0xanax</description>
		<content:encoded><![CDATA[<p>&#8220;We accurately predicted the outcome for every single state in the 2004 presidential election and all but one of the Senate races.&#8221;<br />
<a href="http://www.moneyfoxs.com/blogging/intrade%E2%80%99s-chad-rigetti-talks-predictive-markets-political-polls-and%C2%A0xanax" rel="nofollow">http://www.moneyfoxs.com/blogging/intrade%E2%80%99s-chad-rigetti-talks-predictive-markets-political-polls-and%C2%A0xanax</a></p>
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		<title>By: teaNoranges</title>
		<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/#comment-22527</link>
		<dc:creator>teaNoranges</dc:creator>
		<pubDate>Mon, 03 Nov 2008 19:38:29 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=11080#comment-22527</guid>
		<description>Emile: Cody Stumpo at Intrade has been using a nice method to solve the problem you&#039;ve come across. He uses all the historical state market prices to write down a 51x51 matrix of state-state correlations, and a 1x51 matrix of state volatilities. Then the 51 state prices are simulated out to election day. This gives a full probability distribution of EC votes for each candidate. His numbers coming from this method have tracked Nate Silver&#039;s pretty closely.</description>
		<content:encoded><![CDATA[<p>Emile: Cody Stumpo at Intrade has been using a nice method to solve the problem you&#8217;ve come across. He uses all the historical state market prices to write down a 51&#215;51 matrix of state-state correlations, and a 1&#215;51 matrix of state volatilities. Then the 51 state prices are simulated out to election day. This gives a full probability distribution of EC votes for each candidate. His numbers coming from this method have tracked Nate Silver&#8217;s pretty closely.</p>
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		<title>By: teaNoranges</title>
		<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/#comment-22526</link>
		<dc:creator>teaNoranges</dc:creator>
		<pubDate>Mon, 03 Nov 2008 19:28:33 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=11080#comment-22526</guid>
		<description>I second Mr. Fortnow. If the prices are probabilities, the Intrade average value is the mean of the distribution of possible outcomes, e.g. the mean number of electoral votes for the candidates.

That the first moment of the distribution follows so elegantly from prediction market data is a bit of miracle. How would one create such a number from polls? It&#039;s only possible by making several assumptions and/or running complex models.

But back to Emile&#039;s point: All the prediction markets would be served by a standardized metric to assess how successful they were in retrospect. For individual markets this is easy, but for a set of correlated markets (e.g. the state races) it gets tricky.</description>
		<content:encoded><![CDATA[<p>I second Mr. Fortnow. If the prices are probabilities, the Intrade average value is the mean of the distribution of possible outcomes, e.g. the mean number of electoral votes for the candidates.</p>
<p>That the first moment of the distribution follows so elegantly from prediction market data is a bit of miracle. How would one create such a number from polls? It&#8217;s only possible by making several assumptions and/or running complex models.</p>
<p>But back to Emile&#8217;s point: All the prediction markets would be served by a standardized metric to assess how successful they were in retrospect. For individual markets this is easy, but for a set of correlated markets (e.g. the state races) it gets tricky.</p>
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		<title>By: Chris F. Masse</title>
		<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/#comment-22524</link>
		<dc:creator>Chris F. Masse</dc:creator>
		<pubDate>Mon, 03 Nov 2008 19:01:15 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=11080#comment-22524</guid>
		<description>But what about the â€œleaningâ€ method, prof Lance Fortnow?</description>
		<content:encoded><![CDATA[<p>But what about the â€œleaningâ€ method, prof Lance Fortnow?</p>
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		<title>By: Lance Fortnow</title>
		<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/#comment-22519</link>
		<dc:creator>Lance Fortnow</dc:creator>
		<pubDate>Mon, 03 Nov 2008 17:35:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=11080#comment-22519</guid>
		<description>The price-weighted average is not at all meaningless, it&#039;s the expected number of electoral votes the candidate would get when the prices are interpreted as probabilities. </description>
		<content:encoded><![CDATA[<p>The price-weighted average is not at all meaningless, it&#8217;s the expected number of electoral votes the candidate would get when the prices are interpreted as probabilities.</p>
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		<title>By: Chris F. Masse</title>
		<link>http://www.midasoracle.org/2008/11/03/the-proper-way-to-predict-obamas-electoral-vote-count/#comment-22518</link>
		<dc:creator>Chris F. Masse</dc:creator>
		<pubDate>Mon, 03 Nov 2008 17:31:44 +0000</pubDate>
		<guid isPermaLink="false">http://www.midasoracle.org/?p=11080#comment-22518</guid>
		<description>&lt;strong&gt;Very smart post.&lt;/strong&gt; I will have to think hard about that. And, yes, we need external opinions from our prediction market luminaries.

Great, a polÃ©mique. It was badly needed. It was too calm, on Midas Oracle, recently.</description>
		<content:encoded><![CDATA[<p><strong>Very smart post.</strong> I will have to think hard about that. And, yes, we need external opinions from our prediction market luminaries.</p>
<p>Great, a polÃ©mique. It was badly needed. It was too calm, on Midas Oracle, recently.</p>
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