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	<title>Comments on: The Magic of Markets</title>
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	<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/</link>
	<description>Out of the crooked timber of humanity, no straight thing was ever made</description>
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		<title>By: jruspini</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-83887</link>
		<dc:creator>jruspini</dc:creator>
		<pubDate>Sun, 24 Jul 2005 17:08:58 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-83887</guid>
		<description>In a way, what I have been saying over at my blog (http://riskmarkets.blogspot.com/) is that prediction markets will become more than a &quot;cutsie fad&quot; when they allow people to hedge real risks, from home prices to legislative risks like tax-code changes. (The Tradesports social security contract is the first example of this latter category)

For me the predictive ability of these markets is secondary to their usefulness in hedging risks. If price does not represent probability due to a supply/demand imbalance, longshot effect, etc, this simply represents an opportunity for speculators to profit.

Lastly, it shouldn&#039;t be a surprise that these markets may tend to fail especially in cases where the candidate list is semi-open.</description>
		<content:encoded><![CDATA[	<p>In a way, what I have been saying over at my blog (<a href="http://riskmarkets.blogspot.com/" rel="nofollow">http://riskmarkets.blogspot.com/</a>) is that prediction markets will become more than a &#8220;cutsie fad&#8221; when they allow people to hedge real risks, from home prices to legislative risks like tax-code changes. (The Tradesports social security contract is the first example of this latter category)</p>

	<p>For me the predictive ability of these markets is secondary to their usefulness in hedging risks. If price does not represent probability due to a supply/demand imbalance, longshot effect, etc, this simply represents an opportunity for speculators to profit.</p>

	<p>Lastly, it shouldn&#8217;t be a surprise that these markets may tend to fail especially in cases where the candidate list is semi-open.</p>
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		<title>By: mkl</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82884</link>
		<dc:creator>mkl</dc:creator>
		<pubDate>Thu, 21 Jul 2005 13:27:33 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82884</guid>
		<description>Of course, we assume the EMH is applicable at the macro level (or, as a starting point, in regard to any price we do not have specific information on), thanks to the efforts of a large number of well-compensated people who are busily deploying huge amounts of capital to wring out any inefficiencies they can exploit.  

(time to stop blog commenting, back to bond trading)</description>
		<content:encoded><![CDATA[	<p>Of course, we assume the <span class="caps">EMH</span> is applicable at the macro level (or, as a starting point, in regard to any price we do not have specific information on), thanks to the efforts of a large number of well-compensated people who are busily deploying huge amounts of capital to wring out any inefficiencies they can exploit.</p>

	<p>(time to stop blog commenting, back to bond trading)</p>
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		<title>By: dsquared</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82868</link>
		<dc:creator>dsquared</dc:creator>
		<pubDate>Thu, 21 Jul 2005 07:36:52 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82868</guid>
		<description>Technical analysis isn&#039;t voodoo.  Many things done in the name of technical analysis are fairly voodooistic, but the literature is now, IMO, reaching the point at which it has been established beyond reasonable doubt that there are consistent time-series properties of stock price series.  Andrew Lo has established this pretty conclusively as far as I can see.

In particular, there are lead-lag effects between large and small-cap stocks and a measurable Granger-causation relationship between them.  You can make, over most time periods, a consistent return by using the returns on large-cap stocks as an element in forecasting the returns on small-cap stocks.  Note that this is not a risk-free profit (although it is a more or less zero-beta profit in the sense of the standard CAPM) because what you are doing is providing liquidity to the small-cap stock market; your profit is the reward to this service, and you run the standard risks of a liquidity provider.

I think Lo&#039;s smallcap/largecap result is the most solidly grounded violation of weak EMH, but there are others.</description>
		<content:encoded><![CDATA[	<p>Technical analysis isn&#8217;t voodoo.  Many things done in the name of technical analysis are fairly voodooistic, but the literature is now, <span class="caps">IMO</span>, reaching the point at which it has been established beyond reasonable doubt that there are consistent time-series properties of stock price series.  Andrew Lo has established this pretty conclusively as far as I can see.</p>

	<p>In particular, there are lead-lag effects between large and small-cap stocks and a measurable Granger-causation relationship between them.  You can make, over most time periods, a consistent return by using the returns on large-cap stocks as an element in forecasting the returns on small-cap stocks.  Note that this is not a risk-free profit (although it is a more or less zero-beta profit in the sense of the standard <span class="caps">CAPM</span>) because what you are doing is providing liquidity to the small-cap stock market; your profit is the reward to this service, and you run the standard risks of a liquidity provider.</p>

	<p>I think Lo&#8217;s smallcap/largecap result is the most solidly grounded violation of weak <span class="caps">EMH</span>, but there are others.</p>
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		<title>By: Darren</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82764</link>
		<dc:creator>Darren</dc:creator>
		<pubDate>Wed, 20 Jul 2005 22:25:45 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82764</guid>
		<description>Is anyone familliar with the mathematics behind percolation?</description>
		<content:encoded><![CDATA[	<p>Is anyone familliar with the mathematics behind percolation?</p>
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		<title>By: John Quiggin</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82762</link>
		<dc:creator>John Quiggin</dc:creator>
		<pubDate>Wed, 20 Jul 2005 22:17:04 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82762</guid>
		<description>Following up Mrs T, the case for these speculative markets (such as the terrorism market) rests on strong EMH. The idea is exactly that inside information will be revealed.

Your summary is pretty much correct, though a big problem for weak form EMH comes with speculative bubbles like that of the dotcom boom, and even more the associated boom in the S&amp;P 500.

Most of the sceptics (including me) said that the markets were wildly overvalued. In relation to the dotcoms, we could argue on fundamentals: most of these companies had no prospect of making any money, so were worth zero.

But as regards the S&amp;P 500 we said that P/E ratios were way out of line with past experience, which is pretty close to saying weak EMH was violated, especially as you can replace E with a long-term trend assuming constant profits share.

Having said all that, I still think technical analysis is voodoo.</description>
		<content:encoded><![CDATA[	<p>Following up Mrs T, the case for these speculative markets (such as the terrorism market) rests on strong <span class="caps">EMH</span>. The idea is exactly that inside information will be revealed.</p>

	<p>Your summary is pretty much correct, though a big problem for weak form <span class="caps">EMH</span> comes with speculative bubbles like that of the dotcom boom, and even more the associated boom in the S&#038;P 500.</p>

	<p>Most of the sceptics (including me) said that the markets were wildly overvalued. In relation to the dotcoms, we could argue on fundamentals: most of these companies had no prospect of making any money, so were worth zero.</p>

	<p>But as regards the S&#038;P 500 we said that P/E ratios were way out of line with past experience, which is pretty close to saying weak <span class="caps">EMH</span> was violated, especially as you can replace E with a long-term trend assuming constant profits share.</p>

	<p>Having said all that, I still think technical analysis is voodoo.</p>
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		<title>By: Mrs Tilton</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82642</link>
		<dc:creator>Mrs Tilton</dc:creator>
		<pubDate>Wed, 20 Jul 2005 20:01:32 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82642</guid>
		<description>Somecallmetim,

that depends on which EMH you&#039;re talking about. &#039;Strong-form&#039; EMH claims that, yes, market prices have already factored in all material information &lt;em&gt;including&lt;/em&gt; inside information. But SFAICT strong EMH is a decidedly minority opinion even among EMH adherents (though I suppose that Daniel Fischel would need to believe in it, as he has written that insider trading is a good way to get information to the market).

Semi-strong EMH, which is what most EMH adherents seem to be talking about (and is the version of EMH underpinning the &#039;fraud on the markets&#039; theory developed in the Texas Gulf Sulphur and Basic v. Levinson decisions) claims that prices reflect all &lt;em&gt;publicly available&lt;/em&gt; information. Weak EMH claims only that you can&#039;t extrapolate from past to future prices (in other words, technical analysis is voodoo). This last form of EMH would seem pretty uncontroversial, though I believe dsquared has said he has a mate who does in fact use technical analysis with a fair degree of success.</description>
		<content:encoded><![CDATA[	<p>Somecallmetim,</p>

	<p>that depends on which <span class="caps">EMH</span> you&#8217;re talking about. &#8216;Strong-form&#8217; <span class="caps">EMH</span> claims that, yes, market prices have already factored in all material information <em>including</em> inside information. But <span class="caps">SFAICT</span> strong <span class="caps">EMH</span> is a decidedly minority opinion even among <span class="caps">EMH</span> adherents (though I suppose that Daniel Fischel would need to believe in it, as he has written that insider trading is a good way to get information to the market).</p>

	<p>Semi-strong <span class="caps">EMH</span>, which is what most <span class="caps">EMH</span> adherents seem to be talking about (and is the version of <span class="caps">EMH</span> underpinning the &#8216;fraud on the markets&#8217; theory developed in the Texas Gulf Sulphur and Basic v. Levinson decisions) claims that prices reflect all <em>publicly available</em> information. Weak <span class="caps">EMH</span> claims only that you can&#8217;t extrapolate from past to future prices (in other words, technical analysis is voodoo). This last form of <span class="caps">EMH</span> would seem pretty uncontroversial, though I believe dsquared has said he has a mate who does in fact use technical analysis with a fair degree of success.</p>
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		<title>By: Chris. F. Masse</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82641</link>
		<dc:creator>Chris. F. Masse</dc:creator>
		<pubDate>Wed, 20 Jul 2005 19:47:51 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82641</guid>
		<description>Examples of recent prediction markets failures:

* SCOTUS nomination futures markets (note that the SCOTUS confirmation futures markets will certainly work finely);
* 2012 Olympic city futures markets (the markets saw Paris as the winner);
* papacy futures markets (the Pope would come from Europe, said the markets, but they failed to divine Ratzinger and Germany as country of origin);
* Michael Jackson futures markets (like the commentariat, the markets had him behind bars);
* Purcell resignation futures market (the market said he would not resign);
* George Tenet resignation futures market (idem).</description>
		<content:encoded><![CDATA[	<p>Examples of recent prediction markets failures:</p>

	<ul>
		<li><span class="caps">SCOTUS</span> nomination futures markets (note that the <span class="caps">SCOTUS</span> confirmation futures markets will certainly work finely);</li>
		<li>2012 Olympic city futures markets (the markets saw Paris as the winner);</li>
		<li>papacy futures markets (the Pope would come from Europe, said the markets, but they failed to divine Ratzinger and Germany as country of origin);</li>
		<li>Michael Jackson futures markets (like the commentariat, the markets had him behind bars);</li>
		<li>Purcell resignation futures market (the market said he would not resign);</li>
		<li>George Tenet resignation futures market (idem).</li>
	</ul>
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		<title>By: nikolai</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82639</link>
		<dc:creator>nikolai</dc:creator>
		<pubDate>Wed, 20 Jul 2005 19:35:15 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82639</guid>
		<description>How do prediction markets operate? Are they like stockmarkets (where you trade something you own), or like a bet (where you agree with a bookmaker that if X happens you get a return)?

If they&#039;re like a stockmarket, then insider trading (dishonestly buying or selling something) should be not allowed, but this obviously conflicts with making the best prediction. If they work like a bookmaker, then insider trading isn&#039;t a problem, but the person setting them up stands to lose money if things go wrong. Is this a sensible distinction to make?</description>
		<content:encoded><![CDATA[	<p>How do prediction markets operate? Are they like stockmarkets (where you trade something you own), or like a bet (where you agree with a bookmaker that if X happens you get a return)?</p>

	<p>If they&#8217;re like a stockmarket, then insider trading (dishonestly buying or selling something) should be not allowed, but this obviously conflicts with making the best prediction. If they work like a bookmaker, then insider trading isn&#8217;t a problem, but the person setting them up stands to lose money if things go wrong. Is this a sensible distinction to make?</p>
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		<title>By: Barry</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82636</link>
		<dc:creator>Barry</dc:creator>
		<pubDate>Wed, 20 Jul 2005 18:34:59 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82636</guid>
		<description>&quot;On the other hand, pundits have less cost to a wrong projection (or to change their position right up to the bell) and can in fact benefit from publishing wrong guesses, just to stay in the discussion rather than withdraw and be silent.&quot;

Posted by mkl · July 20th, 2005 at 12:23 pm 


Is there an actual cost to pundits being wrong?  I haven&#039;t noticed the absence of too many pro-Iraq war pundits, for example.  Shame, of course, it beyond even laughing about, by now.</description>
		<content:encoded><![CDATA[	<p>&#8220;On the other hand, pundits have less cost to a wrong projection (or to change their position right up to the bell) and can in fact benefit from publishing wrong guesses, just to stay in the discussion rather than withdraw and be silent.&#8221;</p>

	<p>Posted by mkl &#183; July 20th, 2005 at 12:23 pm</p>


	<p>Is there an actual cost to pundits being wrong?  I haven&#8217;t noticed the absence of too many pro-Iraq war pundits, for example.  Shame, of course, it beyond even laughing about, by now.</p>
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		<title>By: Arm</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82632</link>
		<dc:creator>Arm</dc:creator>
		<pubDate>Wed, 20 Jul 2005 17:40:23 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82632</guid>
		<description>Could it be people hedging their bets?  I.E. everyone buys stock i n Clement, and then--before Roberts is announced, but after the rumors start flying that it&#039;s NOT Clement--start buying stock in the other candidates to even out their risk?</description>
		<content:encoded><![CDATA[	<p>Could it be people hedging their bets?  I.E. everyone buys stock i n Clement, and then&#8212;before Roberts is announced, but after the rumors start flying that it&#8217;s <span class="caps">NOT </span>Clement&#8212;start buying stock in the other candidates to even out their risk?</p>
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		<title>By: Zaoem</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82630</link>
		<dc:creator>Zaoem</dc:creator>
		<pubDate>Wed, 20 Jul 2005 17:30:12 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82630</guid>
		<description>I think Henry concedes too quickly. Roberts did become the favorite from almost zero odds about an hour before the reports appeared on-line. What&#039;s the alternative hypothesis to insider trading for this? Did the markets suddenly aggregate publicly available information correctly?

Now, potentially markets are quite useful if they would reveal insider information reliably. The problem is that there is no good way to discriminate false rumors (about the Ediths) from credible ones until the reports are confirmed. Thus, people could pretend to be insiders and benefit from this.</description>
		<content:encoded><![CDATA[	<p>I think Henry concedes too quickly. Roberts did become the favorite from almost zero odds about an hour before the reports appeared on-line. What&#8217;s the alternative hypothesis to insider trading for this? Did the markets suddenly aggregate publicly available information correctly?</p>

	<p>Now, potentially markets are quite useful if they would reveal insider information reliably. The problem is that there is no good way to discriminate false rumors (about the Ediths) from credible ones until the reports are confirmed. Thus, people could pretend to be insiders and benefit from this.</p>
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		<title>By: mkl</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82629</link>
		<dc:creator>mkl</dc:creator>
		<pubDate>Wed, 20 Jul 2005 17:23:20 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82629</guid>
		<description>Specualting in a trading market and publishing are just alternative means to seek to capitalize on insight one believes one has as to some future event.  If one is right, one will earn cash for the right bet or greater esteem from your readers / tippees from successful punditry (which may in itself be for profit, or yield valuable information in return).  

Markets can have two structural advantages over pundits.

First, there are two sides to every trade.  For the market to print a 70 trade on Edith Clement, you need both a buyer thinking she has at least those odds of selection, and a seller who likes the 30% she wouldn&#039;t be tapped.  A pundit does not need a counterparty.  So a trading price contains more information than a recommendation.

Second, markets are typically anonymous and give participants no exposure but financial gain or loss.  This can attract insiders in some circumstances  -- I recall recently market disruptions in Harry Potter plot bets coming from bettors in towns near the printers -- where the anonymity and financial gain are uniquely attractive.  On the other hand, pundits have less cost to a wrong projection (or to change their position right up to the bell) and can in fact benefit from publishing wrong guesses, just to stay in the discussion rather than withdraw and be silent.  

Further, as broadly noted, markets can quickly aggregate many opinions and weight their strength, which is not easy to do with pundits.

Orin Kerr&#039;s correct that the markets generally trailed and tracked the pundits in this case.  I would guess that this has to do primarily with the relative relationships of the insiders, pundits and bettors in the case.  The insiders (say, WH staff) might well be better rewarded by leaking to pundits than betting on Tradesports (or leaking to bettors).</description>
		<content:encoded><![CDATA[	<p>Specualting in a trading market and publishing are just alternative means to seek to capitalize on insight one believes one has as to some future event.  If one is right, one will earn cash for the right bet or greater esteem from your readers / tippees from successful punditry (which may in itself be for profit, or yield valuable information in return).</p>

	<p>Markets can have two structural advantages over pundits.</p>

	<p>First, there are two sides to every trade.  For the market to print a 70 trade on Edith Clement, you need both a buyer thinking she has at least those odds of selection, and a seller who likes the 30% she wouldn&#8217;t be tapped.  A pundit does not need a counterparty.  So a trading price contains more information than a recommendation.</p>

	<p>Second, markets are typically anonymous and give participants no exposure but financial gain or loss.  This can attract insiders in some circumstances &#8212;I recall recently market disruptions in Harry Potter plot bets coming from bettors in towns near the printers&#8212;where the anonymity and financial gain are uniquely attractive.  On the other hand, pundits have less cost to a wrong projection (or to change their position right up to the bell) and can in fact benefit from publishing wrong guesses, just to stay in the discussion rather than withdraw and be silent.</p>

	<p>Further, as broadly noted, markets can quickly aggregate many opinions and weight their strength, which is not easy to do with pundits.</p>

	<p>Orin Kerr&#8217;s correct that the markets generally trailed and tracked the pundits in this case.  I would guess that this has to do primarily with the relative relationships of the insiders, pundits and bettors in the case.  The insiders (say, WH staff) might well be better rewarded by leaking to pundits than betting on Tradesports (or leaking to bettors).</p>
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		<title>By: abb1</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82628</link>
		<dc:creator>abb1</dc:creator>
		<pubDate>Wed, 20 Jul 2005 17:04:09 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82628</guid>
		<description>So, Mr. Bush and his cronies could (or maybe did) make a quick few bucks at the expense of everybody else by betting on a dark horse and then nominating it. What the heck kinda market is it? 

Well, come to think of it, it&#039;s just like in real life: they collect your money and distribute it to their cronies.</description>
		<content:encoded><![CDATA[	<p>So, Mr. Bush and his cronies could (or maybe did) make a quick few bucks at the expense of everybody else by betting on a dark horse and then nominating it. What the heck kinda market is it?</p>

	<p>Well, come to think of it, it&#8217;s just like in real life: they collect your money and distribute it to their cronies.</p>
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		<title>By: Bertrand</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82627</link>
		<dc:creator>Bertrand</dc:creator>
		<pubDate>Wed, 20 Jul 2005 16:59:37 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82627</guid>
		<description>It will be a long time before I believe that the extension of futures markets past the stock market is anything other than a cutesie fad. Sort of a hula hoop for social scienctists. It&#039;s not quite as bad as the systems for winning at the horse races or roulette, but almost.</description>
		<content:encoded><![CDATA[	<p>It will be a long time before I believe that the extension of futures markets past the stock market is anything other than a cutesie fad. Sort of a hula hoop for social scienctists. It&#8217;s not quite as bad as the systems for winning at the horse races or roulette, but almost.</p>
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		<title>By: JR</title>
		<link>http://crookedtimber.org/2005/07/20/the-magic-of-markets/comment-page-1/#comment-82624</link>
		<dc:creator>JR</dc:creator>
		<pubDate>Wed, 20 Jul 2005 16:34:58 +0000</pubDate>
		<guid isPermaLink="false">http://crookedtimber.org/?p=3576#comment-82624</guid>
		<description>Markets and experts both had equal access to all the relevant &quot;objective&quot; information about the appointment as of yesterday morning or earlier:  all the information about the prospective likely nominees, the considerations regarding a woman or Hispanic nominee, the debt Bush owes to the religious right, the need to have a relatively uncontroversial nominee in light of the Karl Rove scandal, etc., etc.  The only information that could possibly have developed in the last few hours would have been an actual insider tip, or observed events (like a neighbor seeing Mrs. Roberts and the children leaving the house in dress-up clothes).  Most likely there were several events of both kinds. Markets have no ability to interpret each specific piece of such information better than experts, but they are capable of aggregating it quickly and adjusting the odds accordingly.</description>
		<content:encoded><![CDATA[	<p>Markets and experts both had equal access to all the relevant &#8220;objective&#8221; information about the appointment as of yesterday morning or earlier:  all the information about the prospective likely nominees, the considerations regarding a woman or Hispanic nominee, the debt Bush owes to the religious right, the need to have a relatively uncontroversial nominee in light of the Karl Rove scandal, etc., etc.  The only information that could possibly have developed in the last few hours would have been an actual insider tip, or observed events (like a neighbor seeing Mrs. Roberts and the children leaving the house in dress-up clothes).  Most likely there were several events of both kinds. Markets have no ability to interpret each specific piece of such information better than experts, but they are capable of aggregating it quickly and adjusting the odds accordingly.</p>
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