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	<title>Comments on: Physics Envy and All That</title>
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	<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/</link>
	<description>Economics of organizations, strategy, entrepreneurship, innovation, and more</description>
	<pubDate>Sun, 27 Jul 2008 02:32:13 +0000</pubDate>
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		<title>By: TRUTH ON THE MARKET &#187; The Future of Law and Economics Part 2: Mathematics, Retailing L&#38;E, and Detachment</title>
		<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-70203</link>
		<dc:creator>TRUTH ON THE MARKET &#187; The Future of Law and Economics Part 2: Mathematics, Retailing L&#38;E, and Detachment</dc:creator>
		<pubDate>Wed, 30 Apr 2008 16:48:02 +0000</pubDate>
		<guid isPermaLink="false">http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-70203</guid>
		<description>[...] throughout this and future posts, I do not want to be misunderstood as leveling the &#8220;physics envy&#8221; critique at economists, e.g. that economists use modeling as a thinly veiled attempt to make [...]</description>
		<content:encoded><![CDATA[<p>[...] throughout this and future posts, I do not want to be misunderstood as leveling the &#8220;physics envy&#8221; critique at economists, e.g. that economists use modeling as a thinly veiled attempt to make [...]</p>
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		<title>By: spostrel</title>
		<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10958</link>
		<dc:creator>spostrel</dc:creator>
		<pubDate>Wed, 17 Jan 2007 17:23:31 +0000</pubDate>
		<guid isPermaLink="false">http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10958</guid>
		<description>Zzyxx: I agree with the thrust of your view, especially about the difficulty of applying reductionist laws to complex systems (even the hydrogen molecule). I wholeheartedly agree with your point that "The variables in a theory need to have a fairly fixed mapping to the real world." 

In fact, if a theory is strong enough on that dimension, is also tractable, and produces intersting results, we can bet heavily on its success even before empirical testing. Think about Shannon's communication theory. The mapping is so clear between the theory and the systems it aims to describe that mathematical derivations are almost conclusive. An empirical "test" of the theory is silly. Close, but not quite as locked in, would be something like the arbitrage theory of options pricing cited in this thread many times already. The mapping isn't as clear as in communications theory, e.g. because there are questions about whether you can at every moment execute the trades you need to make the arbitrage work, but the basic structure is pretty compelling and maps pretty clearly to actual financial markets.

So a good filter in doing any kind of theory is to economize on the number of variables whose defintion and conceptual measurement are equivocal or ambiguous. (I'm not inveighing against hidden variables, just ones whose nature isn't clear in your own mind.) You often can't eschew these messy variables completely, at least at first, but it's a good idea to treat them as having a high shadow price.</description>
		<content:encoded><![CDATA[<p>Zzyxx: I agree with the thrust of your view, especially about the difficulty of applying reductionist laws to complex systems (even the hydrogen molecule). I wholeheartedly agree with your point that &#8220;The variables in a theory need to have a fairly fixed mapping to the real world.&#8221; </p>
<p>In fact, if a theory is strong enough on that dimension, is also tractable, and produces intersting results, we can bet heavily on its success even before empirical testing. Think about Shannon&#8217;s communication theory. The mapping is so clear between the theory and the systems it aims to describe that mathematical derivations are almost conclusive. An empirical &#8220;test&#8221; of the theory is silly. Close, but not quite as locked in, would be something like the arbitrage theory of options pricing cited in this thread many times already. The mapping isn&#8217;t as clear as in communications theory, e.g. because there are questions about whether you can at every moment execute the trades you need to make the arbitrage work, but the basic structure is pretty compelling and maps pretty clearly to actual financial markets.</p>
<p>So a good filter in doing any kind of theory is to economize on the number of variables whose defintion and conceptual measurement are equivocal or ambiguous. (I&#8217;m not inveighing against hidden variables, just ones whose nature isn&#8217;t clear in your own mind.) You often can&#8217;t eschew these messy variables completely, at least at first, but it&#8217;s a good idea to treat them as having a high shadow price.</p>
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		<title>By: Bill</title>
		<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10942</link>
		<dc:creator>Bill</dc:creator>
		<pubDate>Wed, 17 Jan 2007 14:57:40 +0000</pubDate>
		<guid isPermaLink="false">http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10942</guid>
		<description>Neil... considering that the Black-Scholes equation transformed risk management and enabled the creation of transparent insurance where previously none or opaque remedies existed I'd say that LTCM is irrelevant to our discussion.  

Goddard's rockets occasionally exploded on the launch pad; that hardly negates his contributions to science.</description>
		<content:encoded><![CDATA[<p>Neil&#8230; considering that the Black-Scholes equation transformed risk management and enabled the creation of transparent insurance where previously none or opaque remedies existed I&#8217;d say that LTCM is irrelevant to our discussion.  </p>
<p>Goddard&#8217;s rockets occasionally exploded on the launch pad; that hardly negates his contributions to science.</p>
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		<title>By: Zzyzx</title>
		<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10890</link>
		<dc:creator>Zzyzx</dc:creator>
		<pubDate>Wed, 17 Jan 2007 02:25:21 +0000</pubDate>
		<guid isPermaLink="false">http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10890</guid>
		<description>This is an interesting discussion.

I am a biologist who makes theories about gene regulation. I spend a lot of time telling biologists NOT to have physics envy: The set of things that can be calculated in physics is smaller than one might think, and often involves very specialized situations. For example, the Lamb Shift caluculation, accurate to about one part in 100 million, applies to a single hydrogen atom, but hydrogen atoms come in pairs, not one at a time. In biology, on the other hand, the genetic code is accuarate to about the level of the lamb shift calculation, is used everywhere, and is expressable
by a simple table without equations.

I think that the problem with math in ecomomics is not in the equations, but rather the state variables used in the equations. The varibles in a theory need to have a fairly fixed mapping to the real world. As a poster noted above, this works well in celestial mechanics,
where the absurd approximation of representing an
entire planet by a point with mass but zero size works well because the distances between planets are large compared with their diameters. This breaks down if two planets collide, obviously. In biology it's trickier---
sometimes you can use chemical concentrations but sometimes you have to do statistics on individual atoms. 

In economics the state variables represent human beings. If they are "well-informed" and "rational" then average behaviors follow certain laws. Sometimes, however, an individual knows something no one else knows or does something crazy or unpredicable that has major consequences. For example, it seems to me that a complete theory of economic dynamics must predict the future evolution of economies, but such efforts (Malthus and Marx?) have failed because ultimately economics couples to the whole of human activity.</description>
		<content:encoded><![CDATA[<p>This is an interesting discussion.</p>
<p>I am a biologist who makes theories about gene regulation. I spend a lot of time telling biologists NOT to have physics envy: The set of things that can be calculated in physics is smaller than one might think, and often involves very specialized situations. For example, the Lamb Shift caluculation, accurate to about one part in 100 million, applies to a single hydrogen atom, but hydrogen atoms come in pairs, not one at a time. In biology, on the other hand, the genetic code is accuarate to about the level of the lamb shift calculation, is used everywhere, and is expressable<br />
by a simple table without equations.</p>
<p>I think that the problem with math in ecomomics is not in the equations, but rather the state variables used in the equations. The varibles in a theory need to have a fairly fixed mapping to the real world. As a poster noted above, this works well in celestial mechanics,<br />
where the absurd approximation of representing an<br />
entire planet by a point with mass but zero size works well because the distances between planets are large compared with their diameters. This breaks down if two planets collide, obviously. In biology it&#8217;s trickier&#8212;<br />
sometimes you can use chemical concentrations but sometimes you have to do statistics on individual atoms. </p>
<p>In economics the state variables represent human beings. If they are &#8220;well-informed&#8221; and &#8220;rational&#8221; then average behaviors follow certain laws. Sometimes, however, an individual knows something no one else knows or does something crazy or unpredicable that has major consequences. For example, it seems to me that a complete theory of economic dynamics must predict the future evolution of economies, but such efforts (Malthus and Marx?) have failed because ultimately economics couples to the whole of human activity.</p>
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		<title>By: Adrian Smith</title>
		<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10886</link>
		<dc:creator>Adrian Smith</dc:creator>
		<pubDate>Wed, 17 Jan 2007 01:21:15 +0000</pubDate>
		<guid isPermaLink="false">http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10886</guid>
		<description>&lt;i&gt;Carl: The enforced humility of dealing with fellow citizens who have strong opinions can be an annoyance, but the necessity to explain the fundamentals in open public debate ultimately strengthens the profession. I am extremely uncomfortable pulling rank the way natural scientists do, and I think most economists have a similar feeling.&lt;/i&gt;

I think the problem is that the achievements of physics (or their technological byproducts) are to some extent accessible to the man in the street, whereas to appreciate the achievements of economics you have to more or less become at least an amateur economist, at which point the sunk costs effect kicks in and your inclination to take potshots at the foundations of the discipline is probably going to decline.

My own difficulty is that in the hands of some, economics seems to be used largely to provide "scientific" justification for various ideological positions, though of course it's more palatable when I happen to like the ideology concerned.</description>
		<content:encoded><![CDATA[<p><i>Carl: The enforced humility of dealing with fellow citizens who have strong opinions can be an annoyance, but the necessity to explain the fundamentals in open public debate ultimately strengthens the profession. I am extremely uncomfortable pulling rank the way natural scientists do, and I think most economists have a similar feeling.</i></p>
<p>I think the problem is that the achievements of physics (or their technological byproducts) are to some extent accessible to the man in the street, whereas to appreciate the achievements of economics you have to more or less become at least an amateur economist, at which point the sunk costs effect kicks in and your inclination to take potshots at the foundations of the discipline is probably going to decline.</p>
<p>My own difficulty is that in the hands of some, economics seems to be used largely to provide &#8220;scientific&#8221; justification for various ideological positions, though of course it&#8217;s more palatable when I happen to like the ideology concerned.</p>
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		<title>By: Neil Ferguson</title>
		<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10850</link>
		<dc:creator>Neil Ferguson</dc:creator>
		<pubDate>Tue, 16 Jan 2007 18:20:28 +0000</pubDate>
		<guid isPermaLink="false">http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10850</guid>
		<description>Regarding Scholes and Black:  considering the fate of Longterm Capital Management, are they the most convincing names to bring up when discussing the legitimacy of mathematical models in Economics?

Cordially,</description>
		<content:encoded><![CDATA[<p>Regarding Scholes and Black:  considering the fate of Longterm Capital Management, are they the most convincing names to bring up when discussing the legitimacy of mathematical models in Economics?</p>
<p>Cordially,</p>
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		<title>By: profbiker</title>
		<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10848</link>
		<dc:creator>profbiker</dc:creator>
		<pubDate>Tue, 16 Jan 2007 18:14:44 +0000</pubDate>
		<guid isPermaLink="false">http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10848</guid>
		<description>dsquared is correct about Ito's lemma.  As a research associate at the UofC at the time, part of the foucs was on recruiting undergrads with math and/or science undergrads to take advantage of the math skill.</description>
		<content:encoded><![CDATA[<p>dsquared is correct about Ito&#8217;s lemma.  As a research associate at the UofC at the time, part of the foucs was on recruiting undergrads with math and/or science undergrads to take advantage of the math skill.</p>
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		<title>By: Bill</title>
		<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10835</link>
		<dc:creator>Bill</dc:creator>
		<pubDate>Tue, 16 Jan 2007 17:24:33 +0000</pubDate>
		<guid isPermaLink="false">http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10835</guid>
		<description>DJ... I don't mean to be rude either.  Please learn some introductory microecon and then read Friedman's "The Methodology Of Positive Economics."  Yours is a time-worn, utterly discredited critique of the field. 

d-squared... Thank you.  I didn't realize that Merton was the one who helped Black; I had also long since forgotten that Ito's lemma was involved.</description>
		<content:encoded><![CDATA[<p>DJ&#8230; I don&#8217;t mean to be rude either.  Please learn some introductory microecon and then read Friedman&#8217;s &#8220;The Methodology Of Positive Economics.&#8221;  Yours is a time-worn, utterly discredited critique of the field. </p>
<p>d-squared&#8230; Thank you.  I didn&#8217;t realize that Merton was the one who helped Black; I had also long since forgotten that Ito&#8217;s lemma was involved.</p>
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		<title>By: Yevgeny Vilensky</title>
		<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10827</link>
		<dc:creator>Yevgeny Vilensky</dc:creator>
		<pubDate>Tue, 16 Jan 2007 16:33:01 +0000</pubDate>
		<guid isPermaLink="false">http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10827</guid>
		<description>Frank Dobbs:

There is substantial evidence to suggest that the theory of "space" as a continuous object is incorrect. There is now much work being done in loop quantum gravity to show that space does have irreducible pieces and that objects move through space discretely and not continuously. So in that sense, objects would not have continuous curves. 

Furthermore, from a statistical physics perspective, while the curves may even be continuous they are certainly not smooth. The motion of particles, though appearing smooth on time scales we are accustomed to observing, are actually very rough and jagged, sort of like Brownian motion, as a result of millions of discrete bombardments from smaller particles.</description>
		<content:encoded><![CDATA[<p>Frank Dobbs:</p>
<p>There is substantial evidence to suggest that the theory of &#8220;space&#8221; as a continuous object is incorrect. There is now much work being done in loop quantum gravity to show that space does have irreducible pieces and that objects move through space discretely and not continuously. So in that sense, objects would not have continuous curves. </p>
<p>Furthermore, from a statistical physics perspective, while the curves may even be continuous they are certainly not smooth. The motion of particles, though appearing smooth on time scales we are accustomed to observing, are actually very rough and jagged, sort of like Brownian motion, as a result of millions of discrete bombardments from smaller particles.</p>
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		<title>By: Hans Pew</title>
		<link>http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10826</link>
		<dc:creator>Hans Pew</dc:creator>
		<pubDate>Tue, 16 Jan 2007 16:29:02 +0000</pubDate>
		<guid isPermaLink="false">http://organizationsandmarkets.com/2007/01/09/physics-envy-and-all-that/#comment-10826</guid>
		<description>I'm a physicist, and unlike David OHara above (comment 17) I have heard of Physics Envy and I believe that it is a real phenomenon in the social sciences. It isn't envy of physicists, rather of the success of the discipline of Physics in quantifying, describing and even predicting observations. Physics Envy manifests in an attempt to use mathematics even though the assumptions are numerous and highly uncertain and will have a strong effect on the results, or when the statistics are so poor that the results are - as a practical matter - meaningless.

Now, I don't pretend to be an expert on Economics, so I won't try to assess whether or not Physics Envy is common problem in the field. From what I do know about the subject, though, I don't think that there is any question that there are many useful - even essential - uses for mathematics. There's also some definitely some potential for Physics Envy abuses, but my impressions are that Economists generally do a decent job of policing themselves - most of them seem to understand the mathematics they are using.</description>
		<content:encoded><![CDATA[<p>I&#8217;m a physicist, and unlike David OHara above (comment 17) I have heard of Physics Envy and I believe that it is a real phenomenon in the social sciences. It isn&#8217;t envy of physicists, rather of the success of the discipline of Physics in quantifying, describing and even predicting observations. Physics Envy manifests in an attempt to use mathematics even though the assumptions are numerous and highly uncertain and will have a strong effect on the results, or when the statistics are so poor that the results are - as a practical matter - meaningless.</p>
<p>Now, I don&#8217;t pretend to be an expert on Economics, so I won&#8217;t try to assess whether or not Physics Envy is common problem in the field. From what I do know about the subject, though, I don&#8217;t think that there is any question that there are many useful - even essential - uses for mathematics. There&#8217;s also some definitely some potential for Physics Envy abuses, but my impressions are that Economists generally do a decent job of policing themselves - most of them seem to understand the mathematics they are using.</p>
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