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	<title>Prof. Jayanth R. Varma's Financial Markets Blog</title>
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	<description>A blog on financial markets and their regulation</description>
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		<title>Prof. Jayanth R. Varma's Financial Markets Blog</title>
		<link>http://jrvarma.wordpress.com</link>
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			<item>
		<title>Indian overnight interbank market in October 2008</title>
		<link>http://jrvarma.wordpress.com/2009/10/28/indian-overnight-interbank-market-in-october-2008/</link>
		<comments>http://jrvarma.wordpress.com/2009/10/28/indian-overnight-interbank-market-in-october-2008/#comments</comments>
		<pubDate>Wed, 28 Oct 2009 10:58:08 +0000</pubDate>
		<dc:creator>Jayanth Varma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://jrvarma.wordpress.com/2009/10/28/indian-overnight-interbank-market-in-october-2008/</guid>
		<description><![CDATA[The Reserve Bank of India&#8217;s Report
on Trend and Progress of Banking in India 2008-09 has a series of
charts (Chart VII.3 on page 250) comparing the volatility of the
overnight interbank interest rate in India with that of several other
(mature and emerging) economies.
India and Russia stand out in the charts for the ridiculously high
volatility in October 2008. [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=jrvarma.wordpress.com&blog=4657416&post=370&subd=jrvarma&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>The Reserve Bank of India&rsquo;s <a href="http://rbi.org.in/scripts/AnnualPublications.aspx?head=Trend%20and%20Progress%20of%20Banking%20in%20India">Report<br />
on Trend and Progress of Banking in India 2008-09</a> has a series of<br />
charts (Chart VII.3 on page 250) comparing the volatility of the<br />
overnight interbank interest rate in India with that of several other<br />
(mature and emerging) economies.</p>
<p>India and Russia stand out in the charts for the ridiculously high<br />
volatility in October 2008. The inability to keep the overnight rate<br />
close to the policy rate in these two countries is so glaring that one<br />
is forced to conclude that central banking was virtually suspended in<br />
India and Russia for a few weeks in that period.</p>
<p>It is not that the mature economies were doing a great job of<br />
liquidity management in those days. Only in August 2008, <a href="http://www.kc.frb.org/publicat/sympos/2008/Buiter.03.12.09.pdf">Willem<br />
Buiter</a> had gone to the Jackson Hole symposium to tell the<br />
assembled central bankers that &ldquo;The deviations between the<br />
official policy rate and the overnight interbank rate that we observe<br />
for the Fed, the ECB and the Bank of England are the result of bizarre<br />
operating procedures &#8230;&rdquo; (Page 531). If the mild volatility in<br />
the US and Europe appeared bizarre to Buiter, I wonder what he would<br />
say if confronted with the Indian data.</p>
<p><!-- --></p>
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			<media:title type="html">Prof. Jayanth R. Varma</media:title>
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		<title>Galleon Insider Trading Charges</title>
		<link>http://jrvarma.wordpress.com/2009/10/21/galleon-insider-trading-charges/</link>
		<comments>http://jrvarma.wordpress.com/2009/10/21/galleon-insider-trading-charges/#comments</comments>
		<pubDate>Wed, 21 Oct 2009 11:16:00 +0000</pubDate>
		<dc:creator>Jayanth Varma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

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		<description><![CDATA[The US Justice
Department and the US SEC filed
insider trading complaints against the billionaire Raj Rajaratnam,
his Galleon hedge fund and several other friends and associates a few
days ago. All the interesting stuff (for example, the transcripts of
telephone conversations) are in the criminal complaints filed by the
Justice Department. If one reads only the SEC complaint, one would [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=jrvarma.wordpress.com&blog=4657416&post=365&subd=jrvarma&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>The <a href="http://www.usdoj.gov/usao/nys/hedgefundinsider.html">US Justice<br />
Department</a> and the <a href="http://sec.gov/news/press/2009/2009-221.htm">US SEC</a> filed<br />
insider trading complaints against the billionaire Raj Rajaratnam,<br />
his Galleon hedge fund and several other friends and associates a few<br />
days ago. All the interesting stuff (for example, the transcripts of<br />
telephone conversations) are in the criminal complaints filed by the<br />
Justice Department. If one reads only the SEC complaint, one would not<br />
realize that there are several smoking guns here.</p>
<p>The fact that the whole thing was made possible by the FBI&rsquo;s<br />
use of informants and wiretaps appears to provide some support for a<br />
controversial <a href="http://ssrn.com/abstract=1470857">paper</a> by<br />
Peter Henning posted at SSRN last month. In this paper, titled<br />
&ldquo;Should the SEC spin off the enforcement division?,&rdquo;<br />
Henning argued that &ldquo;To allow the SEC to regulate Wall Street<br />
properly, splitting off at least a portion of the enforcement function<br />
to an agency with expertise in prosecutions &ndash; the United States<br />
Department of Justice &ndash; is at least worthy of consideration as<br />
the government looks to increase regulation.&rdquo;</p>
<p>One reason why the Department of Justice had all the advantages<br />
here is that insider trading is very simple to understand. There is no<br />
need for a PhD in finance to recognize insider trading if the<br />
prosecutors have access to all the communications that are taking<br />
place. But absent such access, insider trading is notoriously<br />
difficult to prove. So here, wiretapping expertise beats finance<br />
expertise hollow.</p>
<p>At another level, it was interesting to find that with all the<br />
insider information that they had from multiple sources, the<br />
defendants lost money trading AMD shares prior to its announcement of<br />
the spin off of the fabrication facilities and a capital infusion by<br />
Abu Dhabi. The complaint attributes it to a general decline in stock<br />
prices due to the global financial crisis. The defendants bought AMD<br />
stock beginning August 15, 2008, the Lehman collapse occurred in mid<br />
September, the AMD announcement happened on October 7, 2008 and the<br />
defendants sold stocks around October 20, 2008.</p>
<p>But the global financial crisis is not the whole story as seen from<br />
the graph below. Even if the defendants had hedged their AMD long<br />
position with a short position in the Nasdaq Composite index, they<br />
would not have made money. Yes, AMD does outperform Intel over the<br />
period, but not by a huge amount.</p>
<p><img width="100%" alt="AMD versus Nasdaq price graph" src="http://www.iimahd.ernet.in/~jrvarma/blog/Y2009/AMD-Nasdaq.png" /></p>
<p>It appears from the graph that around the time that the defendants<br />
were buying AMD on inside information, many others were also<br />
buying. They could also have been buying on inside information or on<br />
pure rumours. The graph reminds me of the old adage: &ldquo;buy the<br />
rumour, sell the fact.&rdquo; It is also possible that the Abu Dhabi<br />
deal was not as attractive as people initially thought and the prices<br />
reacted to this reassessment. In other words, if Galleon had the<br />
advantage of superior information, other traders might have had the<br />
advantage of superior analysis. The complaint contains the transcript<br />
of a telephone conversation where two defendants agree on a division<br />
of labour: one of them is to collect the information and the other is<br />
to analyze it. The second person probably was not up to the task.</p>
<p><!-- --></p>
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		<media:content url="" medium="image">
			<media:title type="html">Prof. Jayanth R. Varma</media:title>
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		<media:content url="http://www.iimahd.ernet.in/~jrvarma/blog/Y2009/AMD-Nasdaq.png" medium="image">
			<media:title type="html">AMD versus Nasdaq price graph</media:title>
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		<item>
		<title>SEC response to Madoff failure</title>
		<link>http://jrvarma.wordpress.com/2009/10/20/sec-response-to-madoff-failure/</link>
		<comments>http://jrvarma.wordpress.com/2009/10/20/sec-response-to-madoff-failure/#comments</comments>
		<pubDate>Tue, 20 Oct 2009 07:01:09 +0000</pubDate>
		<dc:creator>Jayanth Varma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://jrvarma.wordpress.com/2009/10/20/sec-response-to-madoff-failure/</guid>
		<description><![CDATA[I have a column
in the Financial Express yesterday about the SEC response
to its failure to detect the Madoff fraud and what this means for
other securities regulators worldwide. Some of my related blog posts
can be found here,
here
and here.

After its dismal failure to detect the Madoff fraud despite plenty of
warnings, the US SEC conducted a review by [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=jrvarma.wordpress.com&blog=4657416&post=364&subd=jrvarma&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>I have a <a href="http://www.financialexpress.com/news/column-googling-to-regulate-finance-firms/530238/0">column</a><br />
in the <cite>Financial Express</cite> yesterday about the SEC response<br />
to its failure to detect the Madoff fraud and what this means for<br />
other securities regulators worldwide. Some of my related blog posts<br />
can be found <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2008/Madoff-Markopolos.html">here</a>,<br />
<a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2009/Markopolos-on-SEC.html">here</a><br />
and <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2009/SEC-Madoff-Investigation.html">here</a>.</p>
<blockquote>
<p>After its dismal failure to detect the Madoff fraud despite plenty of<br />
warnings, the US SEC conducted a review by its own Inspector General<br />
of what went wrong. This report published in August was uninteresting<br />
as it explained it all away as incompetence and inexperience of the<br />
staff concerned.</p>
<p>This explanation was not completely convincing given the detailed<br />
information that people like Markopolos provided to the SEC over<br />
several years. In any case, there is little point in a 450 page report<br />
that reaches a conclusion that could be arrived at simply by applying<br />
Hanlon&rsquo;s Razor: &ldquo;Never attribute to malice what can be adequately<br />
explained by stupidity.&rdquo;</p>
<p>At the end of September, however, the Inspector General released two<br />
more reports (totalling 130 pages) indicating that incompetence might<br />
not be the whole story. A survey carried out by the Inspector General<br />
found that 24 percent of the SEC enforcement staff felt that cases<br />
were improperly influenced or directed by management and 13% stated<br />
that they had observed lack of impartiality in performance of official<br />
duties.</p>
<p>In this article, however, I will focus on the Inspector General&rsquo;s<br />
recommendations (which the SEC has already accepted) for improving the<br />
enforcement and inspections processes at the SEC. These<br />
recommendations represent very significant changes in the mindset of<br />
how to run these divisions not only at the SEC but at other regulators<br />
worldwide.</p>
<p>The report recommends that 50% of the staff and management associated<br />
with examination activities should have qualifications like the<br />
Certified Fraud Examiner and Certified in Financial Forensics. This<br />
recommendation is a sanitised version of what Markopolos recommended<br />
when he testified to the US Congress in February about the SEC failure<br />
to uncover Madoff despite his detailed complaints.</p>
<p>Markoplos argued that talented CPAs, CFAs, CFPs, CFEs, CIAs, CAIAs,<br />
MBAs, finance PhDs and others with finance backgrounds need to be<br />
recruited to replace current SEC staffers. He also claimed that SEC<br />
staffers with credentials like CPA and CFA are not allowed to have<br />
their designations printed on their business cards presumably because<br />
if the SEC allowed its few credentialled staff to do so, it would<br />
expose the overall lack of talent within the SEC.</p>
<p>The Inspector General recommends that all examiners should have access<br />
to relevant industry publications and third-party database<br />
subscriptions sufficient to develop examination leads and stay current<br />
with industry trends. It also talks about establishing a system for<br />
searching and screening news articles and information from relevant<br />
industry sources for potential securities law violations.</p>
<p>This recommendation responds at least partially to Markopolos&rsquo;s<br />
testimony that most of the time all the SEC uses is Google and<br />
Wikipedia because both are free and the SEC regional offices do not<br />
have access to industry publications and academic journals.</p>
<p>The SEC estimates that it would cost $300,000-$400,000 annually to<br />
provide data access in one room in each office; providing access to<br />
each examiner will cost a lot more. It also estimates that it would<br />
cost $3-4 million to implement the system for searching news reports<br />
and other media, but this appears to be a one time cost rather than an<br />
annual cost.</p>
<p>The Inspector General wants examiners to have direct access to the<br />
databases of the exchanges, depositories, clearing corporations and<br />
various self-regulatory organisations rather than having to get data<br />
from these agencies as and when required. This is a huge change of<br />
mindset because it blurs the distinction between the self-regulatory<br />
organisations as first line regulators and the SEC as the apex<br />
regulator. It moves the SEC into the regulatory frontline.</p>
<p>In line with this change, the SEC proposes to train its examiners in<br />
the mechanics of securities settlement (both in the US and in major<br />
foreign markets), in the trading databases maintained by the various<br />
exchanges as well as in the methods to access the expertise of foreign<br />
regulators, exchanges, and clearing/settlement agencies.</p>
<p>Turning to investigation, the Inspector General wants all<br />
investigation teams to have at least one individual on the team with<br />
specific and sufficient knowledge of the subject matter (like Ponzi<br />
schemes or options trading) as well as access to at least one<br />
additional individual who also has such expertise or knowledge.</p>
<p>During the last quarter century, many regulators elsewhere in the<br />
world have looked upon the SEC as the gold standard in securities<br />
regulation enforcement and have consciously or unconsciously fashioned<br />
themselves on the SEC.</p>
<p>The lesson from Madoff is that the role model should not be the SEC of<br />
recent decades but the SEC of the 1930s and 1940s under chairmen like<br />
Douglas who believed that the management of the SEC was a higher form<br />
of business management. Or perhaps, the role model should be the<br />
modern New York Attorney General&rsquo;s Office.</p>
<p>For regulators who are far behind even the current SEC in terms of<br />
talent and resources, the SEC experience should be a wake-up call to<br />
put their houses in order.</p>
</blockquote>
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			<media:title type="html">Prof. Jayanth R. Varma</media:title>
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		<title>Mumbai elections: Do machines need a holiday?</title>
		<link>http://jrvarma.wordpress.com/2009/10/13/mumbai-elections-do-machines-need-a-holiday/</link>
		<comments>http://jrvarma.wordpress.com/2009/10/13/mumbai-elections-do-machines-need-a-holiday/#comments</comments>
		<pubDate>Tue, 13 Oct 2009 07:12:24 +0000</pubDate>
		<dc:creator>Jayanth Varma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://jrvarma.wordpress.com/2009/10/13/mumbai-elections-do-machines-need-a-holiday/</guid>
		<description><![CDATA[India&#8217;s national stock markets are closed
today because of elections in Mumbai where the main exchanges are
headquartered. It is true that Mumbai accounts for more than half of
the trading in the pan India stock markets, but still the question
does arise &#8211; do machines need a holiday on election day?
It is surely possible for the stock exchange [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=jrvarma.wordpress.com&blog=4657416&post=363&subd=jrvarma&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>India&rsquo;s national stock markets are <a href="http://www.nseindia.com/content/circulars/cmtr13194.htm">closed<br />
today</a> because of elections in Mumbai where the main exchanges are<br />
headquartered. It is true that Mumbai accounts for more than half of<br />
the trading in the pan India stock markets, but still the question<br />
does arise &ndash; do machines need a holiday on election day?</p>
<p>It is surely possible for the stock exchange servers to keep running<br />
so that the rest of India can trade. Alternatively, the lower trading<br />
volumes on a day on which Mumbai is closed provides a wonderful<br />
opportunity to test the exchanges&rsquo; business continuity plan by<br />
running the trading engine off the back up servers outside of<br />
Mumbai.</p>
<p>For a variety of legal reasons, it is desirable for the disaster<br />
recovery site of the exchanges to be located in a state different from<br />
the one where the main site is located. This would provide a safeguard<br />
against any one city or state imposing exorbitant taxes and other<br />
levies on what is really a national market.</p>
<p>It is interesting to note that when it comes to the payment system,<br />
the nearly universal global practice is to close the system only on<br />
days which are holidays for the entire country or region. In the<br />
Eurozone for example, the Target system closes only on days which are<br />
holidays in every participating country. The Indian RTGS also closes<br />
only on national holidays though the number of holidays is larger<br />
than that of Target.</p>
<p>Stock markets (and more importantly, their regulators) globally<br />
have been much more willing to close the markets. The worst<br />
manifestation of this was after 9/11 when the US stock market remained<br />
closed even after the US Treasury market re-opened though the loss of<br />
lives in the Treasury market was more severe (I had a <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/main/FSA-disaster-recovery.html">post</a><br />
on this subject way back in 2005).</p>
<p><!-- --></p>
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		<title>SEC formalizes bail out of fat fingers</title>
		<link>http://jrvarma.wordpress.com/2009/10/08/sec-formalizes-bail-out-of-fat-fingers/</link>
		<comments>http://jrvarma.wordpress.com/2009/10/08/sec-formalizes-bail-out-of-fat-fingers/#comments</comments>
		<pubDate>Thu, 08 Oct 2009 04:07:03 +0000</pubDate>
		<dc:creator>Jayanth Varma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://jrvarma.wordpress.com/2009/10/08/sec-formalizes-bail-out-of-fat-fingers/</guid>
		<description><![CDATA[Exchanges world wide have often bailed out fat fingered traders who
punch in wrong buy or sell orders. I have blogged about this here,
and also about a rare contrary example here
and here. Such
bail outs create a moral hazard problem because traders have
insufficient incentives to install internal controls and processes to
prevent erroneous orders.
Instead of stopping this practice, [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=jrvarma.wordpress.com&blog=4657416&post=362&subd=jrvarma&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Exchanges world wide have often bailed out fat fingered traders who<br />
punch in wrong buy or sell orders. I have blogged about this <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2006/BSE_Tulip_trading_error.html">here</a>,<br />
and also about a rare contrary example <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/main/mizuho.html">here</a><br />
and <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2006/TSE_Open_Source.html">here</a>. Such<br />
bail outs create a moral hazard problem because traders have<br />
insufficient incentives to install internal controls and processes to<br />
prevent erroneous orders.</p>
<p>Instead of stopping this practice, the SEC has now <a href="http://www.sec.gov/news/press/2009/2009-215.htm">stepped in</a><br />
to formalize the moral hazard and has also set exceptionally low<br />
thresholds for such bail outs:</p>
<blockquote>
<p>In general, the new rules allow an exchange to consider breaking a<br />
trade only if the price exceeds the consolidated last sale price by<br />
more than a specified percentage amount: 10% for stocks priced under<br />
$25; 5% for stocks priced between $25 and $50; and 3% for stocks<br />
priced over $50.</p>
</blockquote>
<p>I believe this move by the SEC reflects regulatory capture: those<br />
who are harmed by trade cancellation are typically day traders and<br />
other small traders who have little voice in the regulatory system,<br />
while those benefited by the bail out tend to be large trading<br />
firms. (The very term day trading is always used pejoratively &ndash;<br />
when a large firm does it, the terminology changes to high frequency<br />
trading which suddenly sounds a lot more respectable).</p>
<p>Three years ago, I <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2006/BSE_Tulip_trading_error.html">wrote</a>:<br />
&ldquo;Clearly exchanges can not be trusted with the discretion that<br />
is vested in them. The rule should be very simple. Traders should bear<br />
the responsibility (and the losses) of their erroneous trades.&rdquo;<br />
I wonder now whether the regulators can be trusted with the discretion<br />
that is vested in them.</p>
<p><!-- --></p>
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		<title>Bank Losses: Securities versus loans</title>
		<link>http://jrvarma.wordpress.com/2009/10/04/bank-losses-securities-versus-loans/</link>
		<comments>http://jrvarma.wordpress.com/2009/10/04/bank-losses-securities-versus-loans/#comments</comments>
		<pubDate>Sun, 04 Oct 2009 08:24:24 +0000</pubDate>
		<dc:creator>Jayanth Varma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://jrvarma.wordpress.com/2009/10/04/bank-losses-securities-versus-loans/</guid>
		<description><![CDATA[I have been arguing for some time now (for example, here)
that the financial crisis in the US is looking more and more like an
old fashioned banking crisis rather than a problem in the securities
markets. The IMF Global
Financial Stability Report released earlier this week provides
strong evidence for this.
Table 1.2 in Chapter 1 shows that out of [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=jrvarma.wordpress.com&blog=4657416&post=360&subd=jrvarma&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>I have been arguing for some time now (for example, <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2009/securitization.html">here</a>)<br />
that the financial crisis in the US is looking more and more like an<br />
old fashioned banking crisis rather than a problem in the securities<br />
markets. The IMF <a href="http://imf.org/external/pubs/ft/gfsr/2009/02/index.htm">Global<br />
Financial Stability Report</a> released earlier this week provides<br />
strong evidence for this.</p>
<p>Table 1.2 in Chapter 1 shows that out of the trillion dollar losses<br />
projected for US banks, 64% would come from loans and only 36% from<br />
securities. The losses on loans are estimated as 8.1% of the total<br />
loans held by the banks while the losses on securities are 8.2% of the<br />
securities holding. These practically identical loss rates demolish<br />
the idea that we would not have had a crisis if the US had boring<br />
banks which just took deposits and made loans.</p>
<p>For the world as a whole, the loss rate on securities (5.9%) is<br />
significantly higher than loans (4.7%). Despite that, 67% of the $2.8<br />
trillion losses come from loans and only 33% from securities.</p>
<p><!-- --></p>
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		<title>More on negative swap spreads</title>
		<link>http://jrvarma.wordpress.com/2009/09/22/more-on-negative-swap-spreads/</link>
		<comments>http://jrvarma.wordpress.com/2009/09/22/more-on-negative-swap-spreads/#comments</comments>
		<pubDate>Tue, 22 Sep 2009 15:24:26 +0000</pubDate>
		<dc:creator>Jayanth Varma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://jrvarma.wordpress.com/2009/09/22/more-on-negative-swap-spreads/</guid>
		<description><![CDATA[The universal feedback that I got on my last
post on this subject was that it was very difficult to
understand. So let me try again.
At the outset, let me state that in my view the negative swap
spread is a result of market dislocation; I do not even for a moment
believe that it is really a rational [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=jrvarma.wordpress.com&blog=4657416&post=359&subd=jrvarma&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>The universal feedback that I got on my <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2009/negative-swap-spread.html">last<br />
post</a> on this subject was that it was very difficult to<br />
understand. So let me try again.</p>
<p>At the outset, let me state that in my view the negative swap<br />
spread is a result of market dislocation; I do not even for a moment<br />
believe that it is really a rational market outcome. Yet, some people<br />
are making the argument that the negative spread is rational and can<br />
be explained in terms of default risk. I am therefore, trying to<br />
analyze (and hopefully) disprove this claim; mere hand waving is not<br />
enough.</p>
<p>Specifically, the claim being made is that the fixed leg of the<br />
swap is less risky than the 30 year bond because there is no principal<br />
payment at the end. So I begin by making the extreme assumption that<br />
the 30 year bond can default, but all the promised payments in the<br />
swap will be paid/received without default even if the government and<br />
one or more Libor rated banks default.</p>
<p>My initial thinking was that:</p>
<ol>
<li>Libor is the floating rate at which a Libor rated bank can borrow</li>
<li>The swap rate must be the fixed rate at which such a bank can<br />
borrow</li>
<li>The 30 year bond yield is the fixed rate at which the US can<br />
borrow</li>
<li>The T-bill yield must be the floating rate at which the US can<br />
borrow</li>
</ol>
<p>If all this is true, then by assuming that the T-bill yield is<br />
always less than Libor, it would appear to follow that the bond yield<br />
must be less than the swap rate.</p>
<p>Unfortunately, this simple minded analysis is inadequate because it<br />
assumes that interest rate risk and default risk can be nicely<br />
separated from each other and do not interact. The interest rate risk<br />
is reflected in the spread between Libor and the swap rate (a rising<br />
yield curve) and also in the spread between T-bills and the long bond<br />
(again, a rising yield curve). The default risk is reflected in the<br />
spread between T-bills and Libor and also the spread between the long<br />
bond yield and the swap rate. The world would be so simple if these<br />
two risks were orthogonal to each other and did not come together in<br />
crazy ways.</p>
<p>To understand this interaction, suppose that on the date of default<br />
somebody makes good the default loss to us by paying us the difference<br />
the par value of the bond and its recovery value. The default loss is<br />
therefore eliminated. Does this mean that there is no loss at all due<br />
to default? No, we are now left with the par value of the bond in our<br />
hands, but that is not the same thing as receiving the remaining<br />
coupons and redemption value of the bond. If we try to invest the par<br />
value of the bond, we may not be able to earn the old coupon rate if<br />
interest rates have fallen.</p>
<p>A default in a low interest rate scenario is in some ways similar<br />
to a bond being called. In fact, a default with 100% recovery is<br />
completely identical to a call. Conversely, a default in a high<br />
interest rate environment has some similarities to a put; and the<br />
similarity becomes an equality if recovery is 100%. Therefore, in<br />
addition to the default risk, we need to consider the value of the<br />
implicit call or put that takes place when the bond defaults.</p>
<p>The situation that I envisaged in my previous post was that if the<br />
US government defaults only in a low interest rate environment, its<br />
yield must include a premium not only for default losses but also a<br />
premium for its implicit callability. The swap rate will be the yield<br />
on a non callable bond, because the swap continues even if one or more<br />
Libor rated banks default. I am assuming that the risk of the swap<br />
counterparty defaulting is taken care of by sufficient collateral. If<br />
the yield sweetener required for the implicit callability of the US<br />
Treasury outweighs the extra default premium (the TED spread) embedded<br />
in Libor, it is possible for the Treasury yield to exceed the swap<br />
rate. I emphasize that I do not consider this likely, but it is a<br />
theoretical possibility.</p>
<p>To demonstrate this theoretical possibility, I now present an<br />
admittedly unrealistic numerical example where this happens. I assume<br />
a default risk on US Treasury of about 15 basis points annually while<br />
Libor contains 30 basis points of default risk embedded in it. From a<br />
pure credit risk point of view, the Libor rated bank is riskier than<br />
the US, but in my extremely artificial model, the 30 year swap rate is<br />
only 4.06% while the 30 year US Treasury yield is 4.27% (roughly<br />
similar to early September numbers). This happens because in this toy<br />
model, Treasury default is perfectly correlated with interest rates<br />
and amounts to callability of the bond. In this model, the yield on a<br />
hypothetical default free 30 year non callable bond is only 3.76%<br />
while the yield on a default free 30 year bond callable after 10 years<br />
is 4.08%. This means that the hypothetical default free callable<br />
yields more than the defaultable non callable swap. The defaultable<br />
Treasury has to yield more than the default free 30 year callable to<br />
compensate for default risk.</p>
<p>The precise model that yields the above numbers is as follows. The<br />
US Treasury defaults with 10% probability exactly at the end of 10<br />
years with a recovery of 55%. This corresponds to an expected default<br />
loss of 4.5% or 15 basis points annualized over the 30 year life of<br />
the bond (in present value terms, the annualized default loss is<br />
obviously slightly different). The default free term structure over<br />
the first 10 years is roughly similar to the actual US Treasury yield<br />
curve in early September. The only two numbers we need are the 10 year<br />
zero yield (3.59%) and the 10 year par bond yield (3.45%).</p>
<p>At the end of 10 years, there are two possibilities:</p>
<ol>
<li>The US government defaults and the risk free rate remains constant<br />
at 0% (zero) over the next 20 years. The probability of this is<br />
10%.</li>
<li>The US government does not default and the risk free rate remains<br />
constant at 4.75% over the next 20 years.  The probability of this is<br />
90%.</li>
</ol>
<p>Note for the finance experts: all probabilities above are risk<br />
neutral probabilities.</p>
<p>In this model default is perfectly correlated with interest rates<br />
and a defaultable bond with 100% recovery would be the same as a<br />
default free callable bond. This allows us to decompose the 51 basis<br />
point spread (4.27% &ndash; 3.76%) of the US bond over a default free<br />
non callable into two components: a callability component of 32 basis<br />
points (4.08% &ndash; 3.76%) and a default loss component of 19 basis<br />
points (4.27% &ndash; 4.08%). The swap is non callable and its entire<br />
spread over the default free non callable bond of 30 basis points<br />
(4.06% &ndash; 3.76%) is due to default risk. This default loss spread<br />
is 11 basis points more than that embedded in US Treasury indicating<br />
that it has higher default risk. This 11 basis points can be<br />
interpreted as the average implied TED spread over the entire<br />
period.</p>
<p>While this example is theoretically possible it is clearly<br />
unrealistic. The purpose of my <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2009/negative-swap-spread.html">previous<br />
post</a> was to prove that under realistic assumptions, it is not<br />
possible for the US Treasury yield to exceed the swap rate even if we<br />
assume that the swap payments will continue without default even after<br />
Treasury has defaulted. But that argument is necessarily abstract and<br />
complex.</p>
<p><!-- --></p>
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			<media:title type="html">Prof. Jayanth R. Varma</media:title>
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		<title>Negative swap spread</title>
		<link>http://jrvarma.wordpress.com/2009/09/16/negative-swap-spread/</link>
		<comments>http://jrvarma.wordpress.com/2009/09/16/negative-swap-spread/#comments</comments>
		<pubDate>Wed, 16 Sep 2009 10:46:18 +0000</pubDate>
		<dc:creator>Jayanth Varma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://jrvarma.wordpress.com/2009/09/16/negative-swap-spread/</guid>
		<description><![CDATA[The fact that the 30 year US dollar swap rate is lower than the
interest rate on the 30 year US treasury bond was till recently
something that only fixed income specialists worried about. Sure, the
Across the Curve blog has
been putting NEGATIVE in capital letters in each of his daily blog
posts on the swap spread for several [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=jrvarma.wordpress.com&blog=4657416&post=357&subd=jrvarma&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>The fact that the 30 year US dollar swap rate is lower than the<br />
interest rate on the 30 year US treasury bond was till recently<br />
something that only fixed income specialists worried about. Sure, the<br />
<a href="http://acrossthecurve.com/">Across the Curve</a> blog has<br />
been putting NEGATIVE in capital letters in each of his daily blog<br />
posts on the swap spread for several months now, but the mainstream<br />
financial media did not bother much about it. Last week, however,the<br />
Financial Times carried a detailed story (&#8220;Negative 30-year rate swap<br />
spread linger,&#8221; September 9, 2009) on the subject.</p>
<p>Under the current view that financial markets have normalized, the<br />
negative swap spread is an embarrassment because it suggests that even<br />
a year after Lehman, simple arbitrage trades are not happening because<br />
of a paucity of the balance sheets required to put on the<br />
trades. Alternative explanations are being sought for the phenomenon,<br />
and the report states that &ldquo;questions are being asked in the<br />
market about the assumption governing whether a 30-year swap is<br />
riskier than a 30-year bond.&rdquo;</p>
<p>In this post (necessarily long and highly technical), I shall try<br />
to examine this question. I shall initially assume that the interest<br />
rate swaps have no counterparty risk because of high degree of<br />
collaterilization. This is very different from asserting that the swap<br />
rate is a risk free rate.</p>
<p>I shall assume that the Libor rate on the floating leg of the<br />
interest rate swap is a rate that includes a default risk component. I<br />
shall also assume that the default risk inherent in Libor is greater<br />
than that of US Treasury. More precisely, I shall assume that the TED<br />
spread (the excess of Libor over the T-Bill yield at the same<br />
maturity) is expected to remain positive. I shall also assume that the<br />
positive TED spread reflects the greater credit risk of Libor as<br />
compared to the T-Bill.  Before the crisis, it was fashionable in the<br />
CDS market to assume that Libor and swap rates were risk free rates<br />
and the TED spread was due to liquidity and tax effects. I believe<br />
that this claim is untenable today.</p>
<p>Since banks are afloat today with huge government support, I think<br />
it is reasonable to assume that the government is more credit worthy<br />
than the banks. But I do not assume that the US government is risk free<br />
either. It too can default, but the probability of this default is<br />
lower than that of the banks.</p>
<p>Libor is the borrowing rate of a bank with what is often called a<br />
&ldquo;refreshed Libor rating.&rdquo; On every day that Libor is<br />
polled, only a sample of &ldquo;sound&rdquo; banks is<br />
considered. Therefore, the default risk inherent in three-month Libor<br />
is that of a bank defaulting in the next three months given that it<br />
meets the Libor creditworthiness standard today. Libor exceeds a<br />
hypothetical three month risk free rate by a compensation for this<br />
possibility of default.</p>
<p>Assuming that the interest rate swap itself has no default risk,<br />
the fixed rate payer should be willing to pay a fixed rate that<br />
exceeds the risk free rate because what he receives on the floating<br />
leg is higher than the risk free rate. He should also be willing to<br />
pay more than he would on a swap in which the floating leg was the US<br />
T-bill yield instead of Libor because I am assuming that the TED<br />
spread (T-bill yield minus Libor) is expected to be positive. The<br />
T-Bill yield itself exceeds a hypothetical risk free rate because of<br />
the the possibility of default by the US government.</p>
<p>Unfortunately, even from all these assumptions, it does not follow<br />
that the 30 year UST yield should be less than the 30 year swap rate<br />
without some further assumptions that we will come to at the end. The<br />
problem is that the interest rate swap is not terminated by the<br />
default by one or more of the Libor rated banks or by the default of<br />
the US government. Several banks may fail and Libor may still be<br />
computed the next day based on the few banks that remain. The floating<br />
rate payer on the swap would have to make floating leg payments at<br />
this Libor rate, and the fixed rate payer would have to make fixed leg<br />
payments at the fixed rate.</p>
<p>The holder of the 30 year bond however will not continue to receive<br />
coupons if the US government has defaulted. To eliminate the default<br />
risk of the US Treasury, we must consider a hypothetical asset swap on<br />
the 30 year bond. Consider an asset swap in which (a) the owner of a<br />
newly minted bond sells it to an asset swap buyer at par, (b) the<br />
buyer agrees to make fixed rate payments at the coupon rate of the<br />
bond, and (c) the seller agrees to make a floating rate payment at<br />
Libor +/- a spread.</p>
<p>Assuming that the asset swap is risk free, the asset swap seller<br />
now has a risk free stream of payments equal to the coupon of the 30<br />
year UST bond. If it were true that the floating leg payment would be<br />
equal to the T-bill yield, then we can immediately conclude that the<br />
30 year bond must yield less than the fixed rate of the 30 year interest<br />
rate swap. If not an arbitrageur would enter into an asset swap as a<br />
seller and simultaneously enter into an interest rate swap as a fixed<br />
rate payer. It would be left with two sources of profit from these two<br />
swaps:</p>
<ol>
<li>the fixed rate it receives on the asset swap would exceed the<br />
fixed rate that it pays on the interest rate swap because the 30 year<br />
bond yields more than the swap rate</li>
<li>the floating rate it pays on the asset swap (T-bill yield) would<br />
be less than what it pays in the interest rate swap (Libor) because<br />
the TED spread is expected to be positive.</li>
</ol>
<p>If US Treasury were risk free, it is evident that the floating leg<br />
would be equal to the T-Bill yield. We just add a notional exchange of<br />
principal at the end (which simply cancels out). The fixed leg must be<br />
worth par because it is economically the same as the newly minted 30<br />
year Treasury (par) bond. Therefore the floating leg payment including<br />
the notional payment must also be worth par, but this &ldquo;floating<br />
rate bond&rdquo; can be worth par only if the floating rate is the<br />
risk free rate which is the T-Bill yield.</p>
<p>This equivalence breaks down when US Treasury can default. To<br />
understand this consider a modified asset swap which terminates<br />
without any termination payments if and when US government<br />
defaults. In this case, it is easy to see that the modified asset swap<br />
floating leg must equal the T-Bill yield. The case where the US<br />
government does not default has already been analyzed above, so<br />
consider what happens if there is a default.</p>
<p>In this case, we add a notional exchange between the swap buyer and<br />
the swap seller not of the principal value of the bond but of the<br />
recovery value of the defaulted bond. With this notional payment<br />
included, the fixed leg again is the same as the US treasury bond. It<br />
must therefore be worth par because the Treasury bond is a par<br />
bond. The floating leg must therefore also be worth par which means<br />
that it (including the notional payment at default of the recovery<br />
value) must be a par floater. But the T-Bill yield is precisely the<br />
yield on a par floater of the US government.</p>
<p>With this understanding in place, let us now return to the only<br />
possible explanation for the swap rate being less than the UST rate in<br />
a perfect market &ndash; the asset swap floating leg must exceed Libor<br />
(or the asset swap spread must be positive). In this case, in a<br />
perfect market the fixed leg (which is the UST bond yield) must also<br />
exceed the swap rate &ndash; the asset swap seller receives a larger<br />
fixed leg than in an interest rate swap but also pays a higher<br />
floating rate.</p>
<p>So the position is that for the current interest rates to be<br />
consistent with a perfect market, the asset swap spread should be<br />
positive while we know that the modified asset swap spread (the one<br />
that terminates on default by the US government) is the negative of<br />
the TED spread and is therefore expected to be negative. The<br />
difference between the asset swap and the modified asset swap is that<br />
after default by the US government, the modified swap terminates while<br />
the ordinary asset swap subsists.</p>
<p>Everything now depends on what Libor is likely to be after the<br />
default by the US government. If Libor is expected to be high, the<br />
asset swap seller would have to make large floating rate payments in<br />
return for the fixed rate payment from the asset swap buyer. The<br />
subsisting swap would therefore be a liability to the asset swap<br />
seller and he would therefore insist on paying a lower (more negative)<br />
spread in the asset swap than in the modified asset swap where this<br />
liability would not exist. This would imply that the asset swap<br />
floating leg would be even lower than the T-Bill yield and therefore<br />
much lower than Libor. The 30 year UST yield must therefore be less<br />
than the swap rate.</p>
<p>For the 30 year US yield to be higher than the swap rate in a<br />
perfect market therefore the asset swap must be beneficial to the<br />
asset swap seller after the default by the US government. This can<br />
happen only if interest rates are very low after default. I do not<br />
find this very plausible. I would expect sovereigns to default on<br />
local currency debt after inflation has been tried and found to be<br />
wanting. With double digit inflation, one would imagine Libor also to<br />
be in double digits and the asset swap would be a huge liability to<br />
the asset swap seller who would be receiving something like 4.5%<br />
fixed. Considering this liability, the asset swap spread should be<br />
less than the T-bill yield which in turn is less than Libor.</p>
<p>Thus it appears to me that a 30 year swap rate less than the 30<br />
year UST yield is consistent with perfect markets only if we are<br />
willing to make either of the two assumptions:</p>
<ol>
<li>The TED spread is expected to be negative implying that banks are<br />
safer than the US government; or</li>
<li>A potential default by the US government would happen in an<br />
environment of very low rates where Libor would be very low.</li>
</ol>
<p>I find both these assumptions implausible and would believe that<br />
the phenomenon that we are seeing in 30 year swaps is due to the<br />
limits to arbitrage arising from inadequate capital and leverage.</p>
<p>One final question that might trouble the reader is the assumption<br />
that there is no counterparty risk in the swaps even when the<br />
sovereign itself has defaulted. Actually, if we simply assume that all<br />
the swaps terminate on default by the US government, the above<br />
arguments still go through. The fixed rate payer in the interest rate<br />
swap makes money before the default. If at this point, he is allowed<br />
to pack up his bags and go home, that is fine in this model.</p>
<p>This has been a difficult piece of analysis for me and I would<br />
welcome comments, suggestions and corrections.</p>
<p><!-- --></p>
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		<media:content url="" medium="image">
			<media:title type="html">Prof. Jayanth R. Varma</media:title>
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		<title>Lehman Anniversary</title>
		<link>http://jrvarma.wordpress.com/2009/09/15/lehman-anniversary/</link>
		<comments>http://jrvarma.wordpress.com/2009/09/15/lehman-anniversary/#comments</comments>
		<pubDate>Tue, 15 Sep 2009 01:57:15 +0000</pubDate>
		<dc:creator>Jayanth Varma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://jrvarma.wordpress.com/2009/09/15/lehman-anniversary/</guid>
		<description><![CDATA[I have a column
in the Financial Express today on the anniversary of the
Lehman failure.

As we examine what we have learnt in the year since the collapse of
Lehman Brothers, the most important lesson for Indian policymakers is
that for macro risk management purposes, India must now be regarded as
having an open capital account.
From a micro-economic perspective, India [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=jrvarma.wordpress.com&blog=4657416&post=356&subd=jrvarma&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>I have a <a href="http://www.financialexpress.com/news/column-dont-believe-that-you-cant-be-hurt/516940/0">column</a><br />
in the <cite>Financial Express</cite> today on the anniversary of the<br />
Lehman failure.</p>
<blockquote>
<p>As we examine what we have learnt in the year since the collapse of<br />
Lehman Brothers, the most important lesson for Indian policymakers is<br />
that for macro risk management purposes, India must now be regarded as<br />
having an open capital account.</p>
<p>From a micro-economic perspective, India has a plethora of exchange<br />
controls that often force businesses to go through several contortions<br />
to perform what would be very simple tasks in a completely open<br />
capital account. But from a macro perspective, these regulations only<br />
serve to impose some transaction costs and frictions in the<br />
process. Exchange controls have ceased to be a barrier &ndash; they<br />
are only a nuisance.</p>
<p>Large capital inflows and outflows do take place through three<br />
important channels which are not subject to meaningful cap &ndash;<br />
inward portfolio flows, outward foreign direct investment and external<br />
commercial borrowing. In addition, foreign branches of Indian banks<br />
and foreign affiliates of Indian companies have relatively<br />
unrestricted access to global markets. Through all these channels,<br />
Indian entities can build up large currency, liquidity and maturity<br />
mismatches in foreign currency.</p>
<p>Each one of these global linkages was well known to perceptive<br />
observers for a long time, but it took the Lehman collapse to<br />
demonstrate the strength of these linkages taken together. Policy<br />
makers were taken by surprise at the ferocity with which the storm in<br />
global financial markets hit Indian markets.</p>
<p>We must now wake up to the reality that as in the case of East Asia<br />
in 1997, the power of the corporate lobby has ensured that capital<br />
controls have disappeared in substance while remaining deeply<br />
entrenched in form. I believe that in India today, there are only<br />
three effective capital controls that have macro consequences.</p>
<p>First, Indian resident individuals cannot easily borrow from<br />
abroad. This ensured that Indian households did not have home loans in<br />
Swiss francs and Japanese yen unlike several countries in Eastern<br />
Europe. In India, the corporate sector has had the monopoly of<br />
speculating on the currency carry trade. From a socio-political<br />
perspective, this mitigated the impact of the crisis, though it is<br />
doubtful whether the macro-economic consequences were important.</p>
<p>Second, Indian companies cannot borrow in rupees from foreigners as<br />
easily as they can borrow in foreign currency. This contributed to<br />
large corporate currency mismatches which were a huge source of<br />
vulnerability during the Lehman crisis.</p>
<p>Third, it is difficult for foreigners to borrow rupees and<br />
therefore speculation against the rupee is more effectively carried<br />
out by Indians than by foreigners. Currency speculation by foreigners<br />
typically takes the form of portfolio inflows and outflows. This has<br />
potential macro prudential consequences, but it was not a material<br />
factor in the Lehman episode.</p>
<p>This, therefore, is the first lesson from Lehman &ndash; Indian<br />
regulators should now think of India as having an open capital account<br />
while framing macro risk management policies.</p>
<p>The second lesson is that, as Mervyn King put it, global financial<br />
institutions are global in their life, but national in their<br />
death. Each nation has to take steps to ensure that failure of foreign<br />
institutions does not disrupt its domestic markets.</p>
<p>The collapse or near collapse of several large US securities firms<br />
did not pose any threat to the solvency of Indian equity markets<br />
because of the margin requirements that we impose on FIIs. Under the<br />
doctrine that each country buries its own dead, foreign creditors of a<br />
bankrupt FII can lay claim to this collateral lying in India only if<br />
there is something left over after the claims of Indian stock<br />
exchanges and other Indian entities have been satisfied.</p>
<p>In this context, the existence of a large over the counter (OTC)<br />
derivative market in India where foreign banks trade without posting<br />
margins is a huge systemic risk. Lehman was a bit player in the<br />
interest rate swap and other OTC markets in India. As such, its<br />
collapse did not create a major disturbance. However, the failure of a<br />
large foreign bank which is very active in the OTC market would be<br />
very serious indeed.</p>
<p>It is absolutely imperative to move the OTC markets to centralised<br />
clearing to eliminate this source of systemic risk.</p>
<p>The final lesson from Lehman is that the idea that emerging markets<br />
are somehow very different from mature markets has been rudely<br />
shaken. The most mature economies of the world have had an<br />
&ldquo;emerging market style&rdquo; financial crisis. In the past, the<br />
US did not think that it had anything to learn from crises in emerging<br />
markets, and was therefore completely unprepared for what happened<br />
after Lehman. In retrospect, the US belief in its own exceptionalism<br />
was a colossal mistake.</p>
<p>India must also abandon any belief we might have in our<br />
exceptionalism and learn from the experiences of other countries so<br />
that we do not have to learn the same lessons at first hand.</p>
</blockquote>
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			<media:title type="html">Prof. Jayanth R. Varma</media:title>
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		<title>Madoff and Renaissance Technologies</title>
		<link>http://jrvarma.wordpress.com/2009/09/06/madoff-and-renaissance-technologies/</link>
		<comments>http://jrvarma.wordpress.com/2009/09/06/madoff-and-renaissance-technologies/#comments</comments>
		<pubDate>Sun, 06 Sep 2009 12:08:30 +0000</pubDate>
		<dc:creator>Jayanth Varma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://jrvarma.wordpress.com/2009/09/06/madoff-and-renaissance-technologies/</guid>
		<description><![CDATA[A short while back, I blogged
about the OIG report on the SEC investigation of Madoff. One of the
interesting nuggets in this report is about how the leading hedge
fund, Renaissance Technologies, analysed and dealt with their Madoff
exposure way back in 2003. It struck me as a good example of prudent
risk management.
The first internal RenTec email about [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=jrvarma.wordpress.com&blog=4657416&post=355&subd=jrvarma&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>A short while back, I <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2009/SEC-Madoff-Investigation.html">blogged</a><br />
about the OIG report on the SEC investigation of Madoff. One of the<br />
interesting nuggets in this report is about how the leading hedge<br />
fund, Renaissance Technologies, analysed and dealt with their Madoff<br />
exposure way back in 2003. It struck me as a good example of prudent<br />
risk management.</p>
<p>The first internal RenTec email about its Madoff exposure contains<br />
a brief description of the red flags, but what interests me is the<br />
risk analysis: </p>
<blockquote>
<p>Committee members,<br />
We at Meritage are concerned about our [Madoff]<br />
investment. &#8230;</p>
<p>&#8230; you have the risk of some nasty allegations, the<br />
freezing of accounts, etc. To put things in perspective, if<br />
[Madoff] went to zero it would take out 80% of this year&rsquo;s<br />
profits.</p>
<p>Sure it&rsquo;s the best risk-adjusted fund in the portfolio, but<br />
on an absolute return basis it&rsquo;s not that compelling (12.16%<br />
average return over [the] last three years). If one assumes that<br />
there&rsquo;s more risk than the standard deviation would indicate,<br />
the investment loses it[]s luster in a hurry.  It&rsquo;s high season<br />
on money managers, and Madoff&rsquo;s head would look pretty good<br />
above Elliot Spitzer&rsquo;s mantle. I propose that unless we can<br />
figure out a way to get comfortable with the regulatory tail risk in a<br />
hurry, we get out. The risk-reward on this bet is not in our<br />
favor.</p>
</blockquote>
<p>In one short email, you have several lessons in risk analysis: </p>
<ul>
<li>Worst case scenario: Madoff goes to zero</li>
<li>Risk sizing relative to risk appetite: 80% of profits.</li>
<li>Analysis of tail risk, separately from the historical<br />
volatility.</li>
<li>Analysis of liquidity risk (freezing of accounts).</li>
<li>Concern about regulatory risk (Spitzer).</li>
</ul>
<p>What is interesting is that this email led to a flurry of emails<br />
analysing the red flags in Madoff at great length, collecting data<br />
from published sources and from conversations with market<br />
participants. At the end of it all, there was disagreement about the<br />
course of action between those who wanted to exit the position<br />
completely and those who drew comfort from the fact that Madoff had<br />
survived an SEC investigation. Finally, they decided to reduce the<br />
exposure by 50% (perhaps as a hedge fund they had the risk appetite to<br />
lose 40% of profits in a worst case scenario, when the investment<br />
looked attractive otherwise).</p>
<p>What is also interesting is that these smart hedge fund managers<br />
thought that the one regulator who was likely to catch Madoff was the<br />
New York Attorney General, Spitzer. Markopolos also thought that the<br />
New York Attorney General was the best financial regulator in the<br />
country (see my blog post <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2009/Markopolos-on-SEC.html">here</a>).</p>
<p>Of course, the RenTec people come across as having a self<br />
confidence bordering on hubris. At one point, they analysed<br />
Madoff&rsquo;s stock trading and determined that &ldquo;the prices<br />
were just too good from any mode of execution that we were aware of<br />
that was legitimate. &#8230; And we would have loved to figure out how he<br />
did it so we could do it ourselves. And so that was very<br />
suspicious.&rdquo; They finally decided that Madoff could not be doing<br />
what they were not able to do themselves: &ldquo;Well, I knew it<br />
wasn&rsquo;t possible because of what we do.&rdquo;</p>
<p>I can quite imagine the RenTec people thinking that there was no<br />
way <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2009/Madoff-AS400.html">Madoff<br />
with his AS400</a> could do what RenTec could not do with the <a href="http://zerohedge.blogspot.com/2009/06/this-is-why-one-should-never-piss-off.html">60th<br />
largest supercomputer in the world</a>.</p>
<p>Yet, there is no reason we should not learn from a bunch of<br />
arrogant people.</p>
<p>As an aside, I thought that the internal RenTec emails were the<br />
best leads that the SEC got. These were not complaints and were not<br />
even intended to be read by SEC &ndash; they just got picked up during<br />
an SEC examination of RenTec. There was clearly no motive, no hidden<br />
agenda. The SEC was peering into the unedited thinking of some of the<br />
smartest hedge fund managers in the world.</p>
<p>As another aside, the very fact that these internal emails got<br />
picked up as a lead for investigation of another entity conflicts with<br />
the idea that the SEC is so badly incompetent. <a href="http://www.iimahd.ernet.in/~jrvarma/blog/index.cgi/Y2009/SEC-Madoff-Investigation.html">My<br />
Hanlon&rsquo;s Razor</a> is taking some dents.</p>
<p><!-- --></p>
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