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	<title>Comments on: Guest Post: &quot;Is the Securitization Crisis Driven by Nonlinear Systemic Processes?&quot;</title>
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	<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html</link>
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		<title>By: ingolf</title>
		<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html#comment-8020</link>
		<dc:creator>ingolf</dc:creator>
		<pubDate>Wed, 14 May 2008 04:34:00 +0000</pubDate>
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		<description>Richard, I think our interest in this topic is probably sufficiently different to make attempts at an ongoing conversation unrewarding for us both. It&#039;s your post, and clearly the more technical aspects are of great interest to many here so, for now at least, I&#039;m going to retire to the sidelines.</description>
		<content:encoded><![CDATA[<p>Richard, I think our interest in this topic is probably sufficiently different to make attempts at an ongoing conversation unrewarding for us both. It&#8217;s your post, and clearly the more technical aspects are of great interest to many here so, for now at least, I&#8217;m going to retire to the sidelines.</p>
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		<title>By: Richard Kline</title>
		<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html#comment-8009</link>
		<dc:creator>Richard Kline</dc:creator>
		<pubDate>Tue, 13 May 2008 22:33:00 +0000</pubDate>
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		<description>To Daniel Newby:  Your remarks on rate of change issues in feedback loops parallel some of my own thoughts come the questions on potential remedies I&#039;ll get to last in this series.  We do _not_ have effective &#039;governor&#039; modulation of capital flows, for instance, which tracks appropriately to changing conditions.  For example, risk premiums will go up as counterparties perceive increased risk, but their view tends to be local-context and short-term, so the matchups may fit poorly to mid- and long-term conditions, to specific or to general market conditions, or all of the above.  There are other considerations here also such as power-scaling issues for different  levels of capital flows which are not well-accounted for in present thinking it seems to me.  &lt;br/&gt;&lt;br/&gt;If we&#039;re going to have that discussion, guess I&#039;d better do less blabbing and more writing . . . .</description>
		<content:encoded><![CDATA[<p>To Daniel Newby:  Your remarks on rate of change issues in feedback loops parallel some of my own thoughts come the questions on potential remedies I&#8217;ll get to last in this series.  We do _not_ have effective &#8216;governor&#8217; modulation of capital flows, for instance, which tracks appropriately to changing conditions.  For example, risk premiums will go up as counterparties perceive increased risk, but their view tends to be local-context and short-term, so the matchups may fit poorly to mid- and long-term conditions, to specific or to general market conditions, or all of the above.  There are other considerations here also such as power-scaling issues for different  levels of capital flows which are not well-accounted for in present thinking it seems to me.  </p>
<p>If we&#8217;re going to have that discussion, guess I&#8217;d better do less blabbing and more writing . . . .</p>
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		<title>By: Richard Kline</title>
		<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html#comment-8007</link>
		<dc:creator>Richard Kline</dc:creator>
		<pubDate>Tue, 13 May 2008 22:17:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.nakedcapitalism.com/2008/05/guest-post-is-the-securitization-crisis-driven-by-nonlinear-systemic-processes/#comment-8007</guid>
		<description>So Ingolf:  Consider just the crashes we have seen in Turkey, Argentina, SE Asia, or the Sunbelt property crash in the US in 91.  All of these were local financial system killers.  Several of them led to &#039;rebuilds&#039; by external authorities---Sunbelt, Turkey---others were _exacerbated_ by bungled &#039;rebuilds&#039; by external authorities---Argentina, SE Asia.  I wouldn&#039;t call these normal cycles of mania and depression, and considering the scale of the consequences we need a &#039;new normal&#039; it seems to me.  Part of the issue is that if we expand our view of &#039;financial markets&#039; to include ALL comparables over a phase space of 300 years or more, market phenomena look much less stable long-term than if we restrict our view to selected sets of optimal durations.  I&#039;m not accusing you of selective thinking BTW; it&#039;s just that the term markets is ambiguous, and discussions like this often do not sum due to different definitions, so I&#039;m seeking to be clear, here.  As to whether the problem of market instability or the rather different issues of systemic oscillations can be better managed not to say solved, it will make some difference if we actually describe _what happens_ with closer approximations.  This is my interest in pursuing the stated questions at this time.&lt;br/&gt;&lt;br/&gt;So Juan:  I have read some of Rosser&#039;s papers in the past, and yes he seems to have some traction on whereof he speaks.  I&#039;ll look in on what he has been doing lately.  Thanks for the reference.</description>
		<content:encoded><![CDATA[<p>So Ingolf:  Consider just the crashes we have seen in Turkey, Argentina, SE Asia, or the Sunbelt property crash in the US in 91.  All of these were local financial system killers.  Several of them led to &#8216;rebuilds&#8217; by external authorities&#8212;Sunbelt, Turkey&#8212;others were _exacerbated_ by bungled &#8216;rebuilds&#8217; by external authorities&#8212;Argentina, SE Asia.  I wouldn&#8217;t call these normal cycles of mania and depression, and considering the scale of the consequences we need a &#8216;new normal&#8217; it seems to me.  Part of the issue is that if we expand our view of &#8216;financial markets&#8217; to include ALL comparables over a phase space of 300 years or more, market phenomena look much less stable long-term than if we restrict our view to selected sets of optimal durations.  I&#8217;m not accusing you of selective thinking BTW; it&#8217;s just that the term markets is ambiguous, and discussions like this often do not sum due to different definitions, so I&#8217;m seeking to be clear, here.  As to whether the problem of market instability or the rather different issues of systemic oscillations can be better managed not to say solved, it will make some difference if we actually describe _what happens_ with closer approximations.  This is my interest in pursuing the stated questions at this time.</p>
<p>So Juan:  I have read some of Rosser&#8217;s papers in the past, and yes he seems to have some traction on whereof he speaks.  I&#8217;ll look in on what he has been doing lately.  Thanks for the reference.</p>
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		<title>By: Juan</title>
		<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html#comment-8004</link>
		<dc:creator>Juan</dc:creator>
		<pubDate>Tue, 13 May 2008 21:56:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.nakedcapitalism.com/2008/05/guest-post-is-the-securitization-crisis-driven-by-nonlinear-systemic-processes/#comment-8004</guid>
		<description>One or more of these written by a pretty sharp mathematical economist, Barkley Rosser Jr., may apply.&lt;br/&gt;See: http://cob.jmu.edu/rosserjb/&lt;br/&gt;&lt;br/&gt;I would add my own thoughts but they would have more to do with dialectics such as quantity v quality and internal relations, so not sufficiently tight for this discussion.</description>
		<content:encoded><![CDATA[<p>One or more of these written by a pretty sharp mathematical economist, Barkley Rosser Jr., may apply.<br />See: <a href="http://cob.jmu.edu/rosserjb/" rel="nofollow">http://cob.jmu.edu/rosserjb/</a></p>
<p>I would add my own thoughts but they would have more to do with dialectics such as quantity v quality and internal relations, so not sufficiently tight for this discussion.</p>
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		<title>By: Peter</title>
		<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html#comment-7996</link>
		<dc:creator>Peter</dc:creator>
		<pubDate>Tue, 13 May 2008 20:05:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.nakedcapitalism.com/2008/05/guest-post-is-the-securitization-crisis-driven-by-nonlinear-systemic-processes/#comment-7996</guid>
		<description>are there any nonlinear models for&lt;br/&gt;markets ? If there are I would love to see&lt;br/&gt;some references...there&#039;s the issue&lt;br/&gt;with self-induced stochastic resonances&lt;br/&gt;where noise can drive the nonlinear system into behaviors not allowed by the noise-free parameters that are supposed to be governing its behavior. So the amplitude of the volatility of liquidity could be a bifurcation parameter (!).</description>
		<content:encoded><![CDATA[<p>are there any nonlinear models for<br />markets ? If there are I would love to see<br />some references&#8230;there&#8217;s the issue<br />with self-induced stochastic resonances<br />where noise can drive the nonlinear system into behaviors not allowed by the noise-free parameters that are supposed to be governing its behavior. So the amplitude of the volatility of liquidity could be a bifurcation parameter (!).</p>
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		<title>By: Ingolf</title>
		<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html#comment-7989</link>
		<dc:creator>Ingolf</dc:creator>
		<pubDate>Tue, 13 May 2008 15:45:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.nakedcapitalism.com/2008/05/guest-post-is-the-securitization-crisis-driven-by-nonlinear-systemic-processes/#comment-7989</guid>
		<description>Richard, it seems we have very different expectations of markets. Periodic swoons of the sort you describe as crashes are, as far as I&#039;m concerned, simply part of the natural ebb and flow. Painful, certainly, but necessary when the markets have stretched their rubbery connection with reality a little too far. Given our innate tendency to get caught up in enthusiasms (and despairs) from time to time, I don&#039;t really see how this will ever change. &lt;br/&gt;&lt;br/&gt;A reasonable argument can certainly be made, in theory at least, that official leaning against these periods of excess would provide a useful dampening function. The problem, as we&#039;ve seen again and again in the past century, is that those who we would have carry out this mandarin function are themselves only too human. &lt;br/&gt;&lt;br/&gt;Not an easy problem to get around.</description>
		<content:encoded><![CDATA[<p>Richard, it seems we have very different expectations of markets. Periodic swoons of the sort you describe as crashes are, as far as I&#8217;m concerned, simply part of the natural ebb and flow. Painful, certainly, but necessary when the markets have stretched their rubbery connection with reality a little too far. Given our innate tendency to get caught up in enthusiasms (and despairs) from time to time, I don&#8217;t really see how this will ever change. </p>
<p>A reasonable argument can certainly be made, in theory at least, that official leaning against these periods of excess would provide a useful dampening function. The problem, as we&#8217;ve seen again and again in the past century, is that those who we would have carry out this mandarin function are themselves only too human. </p>
<p>Not an easy problem to get around.</p>
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		<title>By: Richard Kline</title>
		<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html#comment-7987</link>
		<dc:creator>Richard Kline</dc:creator>
		<pubDate>Tue, 13 May 2008 14:46:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.nakedcapitalism.com/2008/05/guest-post-is-the-securitization-crisis-driven-by-nonlinear-systemic-processes/#comment-7987</guid>
		<description>russell 1200 of 11:47, you are right that I misued sui generis; remind me to post only when I&#039;m awake.  Try this:  &#039;There is no generic case,&#039; which was the comment I wished to make.  All systems are not created equivalent; specific parameters must be identified for each and every one.  &lt;br/&gt;&lt;br/&gt;Ingolf:  It is easy to conflate near-term stability in financial markets with their long-term prospects.  In the near-term, markets _can be_ fairly stable.  In the long-term---say on the order of a generation, call it 25-30 years---these have crashed with such frequency that it is difficult to avoid the conclusion that markets are inherently fragile, if not intrinsically unstable.  Oh, when they crash folks put them back together again so it looks like they &#039;endure,&#039; but really the situation is more discontinuous than appearances would have it.  I don&#039;t mean that markets crash _totally_, but enough to wipe out many players with major macroeconomic impacts.  There are multiple reasons why this appears to be the case; to posit Just a few:  a) cumulative concentration, b) over-adaptation to current but impermanent contexts, and c) cumulative connectivity or call it correlation if you prefer.  Something I will try to discuss toward the end of this series is that markets which optimize for short-term outcomes may be inherently exposed to mid-term divergences and so optimize themselves _away_ form long-term stability.</description>
		<content:encoded><![CDATA[<p>russell 1200 of 11:47, you are right that I misued sui generis; remind me to post only when I&#8217;m awake.  Try this:  &#8216;There is no generic case,&#8217; which was the comment I wished to make.  All systems are not created equivalent; specific parameters must be identified for each and every one.  </p>
<p>Ingolf:  It is easy to conflate near-term stability in financial markets with their long-term prospects.  In the near-term, markets _can be_ fairly stable.  In the long-term&#8212;say on the order of a generation, call it 25-30 years&#8212;these have crashed with such frequency that it is difficult to avoid the conclusion that markets are inherently fragile, if not intrinsically unstable.  Oh, when they crash folks put them back together again so it looks like they &#8216;endure,&#8217; but really the situation is more discontinuous than appearances would have it.  I don&#8217;t mean that markets crash _totally_, but enough to wipe out many players with major macroeconomic impacts.  There are multiple reasons why this appears to be the case; to posit Just a few:  a) cumulative concentration, b) over-adaptation to current but impermanent contexts, and c) cumulative connectivity or call it correlation if you prefer.  Something I will try to discuss toward the end of this series is that markets which optimize for short-term outcomes may be inherently exposed to mid-term divergences and so optimize themselves _away_ form long-term stability.</p>
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		<title>By: Daniel Newby</title>
		<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html#comment-7980</link>
		<dc:creator>Daniel Newby</dc:creator>
		<pubDate>Tue, 13 May 2008 12:14:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.nakedcapitalism.com/2008/05/guest-post-is-the-securitization-crisis-driven-by-nonlinear-systemic-processes/#comment-7980</guid>
		<description>In the engineering of simple control systems, stability is measured by applying a sudden disturbance and observing the response.  In general, the more rapid the response, the closer the system is to instability.  The &lt;a HREF=&quot;http://www.efunda.com/formulae/vibrations/sdof_free_damped.cfm&quot; REL=&quot;nofollow&quot;&gt;graphs on this page&lt;/a&gt; (scroll down to the charts) show systems that respond so fast they overshoot and are closer to instability (underdamped), as fast as possible without having overshoot (critically damped), and slow responding (overdamped).  You can also let the system simply run and observe how it responds to spontaneous stimuli.  If you have the luxury of letting it run for a long time, you can make a spectrogram of the data and look for peaks that would indicate risky resonances at particular frequencies.&lt;br/&gt;&lt;br/&gt;I&#039;m not sure how to apply this to the economy.  There are plenty of good, easily-measured markers in the economy:  money supply; sector volume; sector price per transaction; proportion of debt, savings, and income used to pay expenditures; debt service to income; and many others.  Plot charts of Amazon.com stock price and volume, and San Diego house prices and sales volume:  you see the same rapid build up that far exceeds the growth of enterprises known to have long-term profitability, followed by the same zig zag decline.  The euphoria/panic cycle is unmistakable and easily measured.&lt;br/&gt;&lt;br/&gt;The difficulty is that planners at all levels believed that an economy-wide euphoria/panic cycle was impossible.  They confused the absence of one in their lifetime with its impossibility.  Never having been burned by fire, they believed it a tame servant.&lt;br/&gt;&lt;br/&gt;How can you fight that?  If Bill Clinton had loaded the Fed with a battalion of Volkers, they would have eventually been vilified and destroyed, and the disaster would have been pushed forward around one generation at the most.&lt;br/&gt;&lt;br/&gt;The problem seems immune even to national law.  If the decentralized American republic were restored, or even partioned into several new nations, international trade means we would still have had this meltdown.  If England, Spain, and China can all get caught in the same euphoria trap, there is probably no stopping it.</description>
		<content:encoded><![CDATA[<p>In the engineering of simple control systems, stability is measured by applying a sudden disturbance and observing the response.  In general, the more rapid the response, the closer the system is to instability.  The <a HREF="http://www.efunda.com/formulae/vibrations/sdof_free_damped.cfm" REL="nofollow">graphs on this page</a> (scroll down to the charts) show systems that respond so fast they overshoot and are closer to instability (underdamped), as fast as possible without having overshoot (critically damped), and slow responding (overdamped).  You can also let the system simply run and observe how it responds to spontaneous stimuli.  If you have the luxury of letting it run for a long time, you can make a spectrogram of the data and look for peaks that would indicate risky resonances at particular frequencies.</p>
<p>I&#8217;m not sure how to apply this to the economy.  There are plenty of good, easily-measured markers in the economy:  money supply; sector volume; sector price per transaction; proportion of debt, savings, and income used to pay expenditures; debt service to income; and many others.  Plot charts of Amazon.com stock price and volume, and San Diego house prices and sales volume:  you see the same rapid build up that far exceeds the growth of enterprises known to have long-term profitability, followed by the same zig zag decline.  The euphoria/panic cycle is unmistakable and easily measured.</p>
<p>The difficulty is that planners at all levels believed that an economy-wide euphoria/panic cycle was impossible.  They confused the absence of one in their lifetime with its impossibility.  Never having been burned by fire, they believed it a tame servant.</p>
<p>How can you fight that?  If Bill Clinton had loaded the Fed with a battalion of Volkers, they would have eventually been vilified and destroyed, and the disaster would have been pushed forward around one generation at the most.</p>
<p>The problem seems immune even to national law.  If the decentralized American republic were restored, or even partioned into several new nations, international trade means we would still have had this meltdown.  If England, Spain, and China can all get caught in the same euphoria trap, there is probably no stopping it.</p>
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		<title>By: Charles Butler</title>
		<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html#comment-7974</link>
		<dc:creator>Charles Butler</dc:creator>
		<pubDate>Tue, 13 May 2008 08:36:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.nakedcapitalism.com/2008/05/guest-post-is-the-securitization-crisis-driven-by-nonlinear-systemic-processes/#comment-7974</guid>
		<description>Discussions of this sort, interesting as they might be, merely provide fodder for those that claim that the financial system does not need to be regulated or cannot be, due to its complexity. But the fact is that the current situation is a direct result of decision makers within the system not calculating their personal risks inherent in their own actions in any way remotely similar to that in which the institutions they manage would calculate them for themselves had they any intention of remaining solvent over any long run. For anybody operating under a yearly bonus system and and whose economic stake in the long term survival of the enterprise pales in comparison, the risk at any moment is reduced to lost opportunity. But when that opportunity calculates out to huge amounts of money, true risk averse behaviour requires taking on risk for the institution. The global financial system run by commission agents.&lt;br/&gt;&lt;br/&gt;Apologies the economists on staff if this is not directly reducible to a number.</description>
		<content:encoded><![CDATA[<p>Discussions of this sort, interesting as they might be, merely provide fodder for those that claim that the financial system does not need to be regulated or cannot be, due to its complexity. But the fact is that the current situation is a direct result of decision makers within the system not calculating their personal risks inherent in their own actions in any way remotely similar to that in which the institutions they manage would calculate them for themselves had they any intention of remaining solvent over any long run. For anybody operating under a yearly bonus system and and whose economic stake in the long term survival of the enterprise pales in comparison, the risk at any moment is reduced to lost opportunity. But when that opportunity calculates out to huge amounts of money, true risk averse behaviour requires taking on risk for the institution. The global financial system run by commission agents.</p>
<p>Apologies the economists on staff if this is not directly reducible to a number.</p>
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		<title>By: Anonymous</title>
		<link>http://www.nakedcapitalism.com/2008/05/guest-post-is-securitization-crisis.html#comment-7972</link>
		<dc:creator>Anonymous</dc:creator>
		<pubDate>Tue, 13 May 2008 06:35:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.nakedcapitalism.com/2008/05/guest-post-is-the-securitization-crisis-driven-by-nonlinear-systemic-processes/#comment-7972</guid>
		<description>A single bug in a single line of the source code of a computer program (such as Microsoft Word) can easily cause the entire memory space of the program to become corrupted, resulting in corrupted data, non-responsiveness of the program, or a crash.  The bug could be a logic error on the part of the programmer or even just a typo, but no matter the origin of the error, the results can be similarly lethal.  This may not be the type of &quot;complex system&quot; being discussed here, but it is a complex system  with millions of lines of code for a typical large computer program.&lt;br/&gt;&lt;br/&gt;Similarly at the file system level, corruption of a single file belonging to the operating system (like a rogue trader at Societe Generale) can bring the whole operating system down in an instant.  These human creations are fragile complex systems.</description>
		<content:encoded><![CDATA[<p>A single bug in a single line of the source code of a computer program (such as Microsoft Word) can easily cause the entire memory space of the program to become corrupted, resulting in corrupted data, non-responsiveness of the program, or a crash.  The bug could be a logic error on the part of the programmer or even just a typo, but no matter the origin of the error, the results can be similarly lethal.  This may not be the type of &#8220;complex system&#8221; being discussed here, but it is a complex system  with millions of lines of code for a typical large computer program.</p>
<p>Similarly at the file system level, corruption of a single file belonging to the operating system (like a rogue trader at Societe Generale) can bring the whole operating system down in an instant.  These human creations are fragile complex systems.</p>
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