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Financial Engineering- Pseudo-Science

Bozo Alert(59.7) 2009.12.11 12:50:52
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The Abyss Between Value Investing and Financial Engineering

Today, to use Benjamin Graham\'s own words, "Let us mince no words at the
outset."  (see "The Intelligent Investor," p. 228)

What bothers me most about much of the financial engineering literature is
that it has become so abstract and theoretical.  Heavy duty mathematics,
with little regard for the real world.

Sadly, even my beloved American Mathematical Society appears to have
embraced the use of heavy duty mathematics in finance.  See
<http://www.ams.org/mathmoments/mm13-investing.pdf>.

Consequently, that literature seems to be of little use, if any, to people
who manage money for a living.

It\'s gotten to the point where a professional value investor has joked
that he and his colleagues should endow chairs in academia to fund more
and more professors who espouse the EMH and do heavy-duty financial
engineering.

The investor has joked that, by having more professors leading students
to EMH/financial engineering land, it actually makes life easier for
money managers who search for Benjamin Graham-type bargains.

Let\'s also be clear that my criticism comes from someone who, in his own
humble view, knows a little bit of higher mathematics.

If I see the financial engineering literature as impractical then, maybe
I\'m not as smart as the authors but then, I won\'t send them my
hardscrabble dollars to manage.

Financial engineering people need to ask the fundamental questions:
  Are our journal publications of any interest whatsoever to real-world
money managers?
  If not, then when do we start to bridge the gap?

Consider the following financial engineering assumptions ("Theory") vs.
real-world conditions ("Practice"):

Theory: N risky assets, assumed to be non-random
Practice: All assets are random
,
risky in number

Theory: A "continuum of traders," assumed to be
in
non-random number
Practice: A finite number of traders
in
random number

In fact, there are times when there are NO buyers to be found!

Theory: All traders assumed to be rational and competitive.
Practice: The vast majority of traders, plausibly, are irrational "idiots"
(see Graham\'s "The Intelligent Investor," p. 325, where he recounts the
incredible-but-true story of Aetna Maintenance Co.).
  As for all traders being competitive, have you heard of "insider
trading"?  Competitive with whom?

Theory: Market makers are competitive.
Practice: Recently, some market makers pleaded guilty under federal
indictments of, to put it in the vernacular, being wildly non-competitive
(i.e., they took their customers to the cleaners). 

Competitive?  Yes, but with whom?

Theory: "Random variables are normally distributed" (this assumption
"often greatly enhances the tractability of the models").
Practice: We regret to inform our clients that we lost all your money
because the market unfairly handed us a non-normally distributed random
variable.

In my view, the assumptions in financial engineering are strange.  I
cannot see how they apply to the real world.  Therefore, I would have to
recommend that real-world (hardscrabble
<st1:State><st1:place><st1:State><st1:place>Ohio</st1:place></st1:State></st1:place></st1:State> and <st1:State><st1:place><st1:State><st1:place>Pennsylvania</st1:place></st1:State></st1:place></st1:State>
) people stay
away from money managers who use financial engineering techniques.


Recall the fundamental result,

Somebody\'s Theorem: In the stock market, assumptions are the parents of
bankruptcy.

I urge financial engineering researchers to discard all results which are
based on ANY assumptions.  Simply junk all "theorems," "corollaries,"
etc., which are based on any assumptions whatsoever.  Start from scratch.

Homework: Develop a body of procedures, to be called Practical,
Real-World Financial Engineering, which have no assumptions whatsoever.

Hint: See
1.  Graham and Dodd.
2.  The Intelligent Investor.
3.  What Has Worked In Investing.

See also Browne\'s speech, "Value Investing and Behavioral Finance," on the
BGSU Lectures website.

Browne was kind to use the word "skeptical" to describe his and his
partners\' view of academic research in (behavioral) finance.  Browne
wrote,

"My partners and I at Tweedy, Browne have in the past been skeptical of
academic studies relating to the field of investment management primarily
because such studies usually resulted in the birth of financial paradigms
which we believe have no relevance to either what we do or to the real
world. A whole body of academic work formed the foundation upon which
generations of students at the country$Bc`QT(B major business schools were
taught about Modern Portfolio Theory, Efficient Market Theory and Beta. In
our humble opinion, this was a classic example of garbage in/garbage out."

In this lecture, I shall argue that it may be reasonable to
replace the word "skeptical" by "humbug, balderdash, claptrap, hokum,
drivel, buncombe, imposture, or quackery."

I\'ll explain later from where I got these words.


An insidious consequence of financial engineering

The financial engineering literature is replete with results which begin
with statements similar to,

"The stock market consists of n risky assets.  Let p_i be the proportion
of our funds which we put into the i-th such risky asset. ..."

They then note that (p_1,...,p_n) is a vector in the "open unit simplex,"
which is mathematical jargon for saying that each p_i is strictly
positive and the sum of all the p_i is 1.

When statements like this are transferred to the real world, it means that
the FE folks are prepared to put a portion of their funds into trading each
and every stock, regardless of the individual nature of the n stocks in the
market.

Imagine that you go to a restaurant and are told that they\'ll cook
anything, everything!  They tell you that, even if the carrots are rotten,
they can make a great carrot bisque out of it; ditto for rotting veal and
fantastic osso buco.  Would you eagerly run to a table and say, "Gimme
some of everything!"?  If you would, then what does it
say about you?  At best, it means that you\'re gullible.  At worst, Antonin
Careme and Julia Child both would view you in a strange light.

The FE crowd, by adopting hypotheses which imply that they\'re willing to
trade ANYTHING, open themselves to the charges that they:
1.  Are unwilling or unable to distinguish between sensible and
nonsensical economic enterprises, aka "stocks" of publicly owned
corporations.
2.  Fully subscribe to The Greater Fool Theory: We may be idiots to put a
positive proportion of our portfolio into Enron, but we can find A Greater
Fool to whom we\'ll trade it a profit.

The FE crowd may reply that they\'re going to allow the p_i to be negative,
meaning perhaps that they\'ll sell short or put a negative proportion of
their portfolio into stock #i.  (I can see their new theorems coming.)  My
response will be:

Without a case-by-case, fundamental analysis, how will you know which p\'s
should be negative and which should be positive?  How will you know what
to sell short without doing a case-by-case fundamental analysis?

Consider the now-infamous case of Enron (the high-tech stocks have been
dealt with in previous lectures).  The FE crowd deserves a lot of the
blame for the foisting of Enron\'s stock on a gullible public.

By being willing to trade/speculate in anything, they make it easier for
Enron-types to maintain a facade far longer than a fundamental
analysis will permit.  In short (no pun intended), FE may well
encourage fraudulent corporate operators.

I\'ll bet that not one of the 10 value funds listed in Lowenstein\'s
"A Perfect Storm" article owned a single share/bond of Enron.

Digging into the financial engineering literature beyond the abstract
assumptions, I noticed that, deep in the middle of an abstract theorem,
they\'ll suddenly make a comment about a related real-world item.  For
instance, in one book I read this week, the authors repeatedly served
tantalizing hints to the reader in the form of real-world data on the
dollar value of American put options traded in 1994, etc.  Time after
time, real-world data were interlaced with FE theory so as to keep the
reader\'s tongue hanging out in the hope that concrete stuff was just
around the corner.

As for the Efficient Market Hypothesis, I\'ll leave it to you to read
Whitman\'s incisive and trenchant observations (see the BGSU Lectures\'
website) and the comments by Browne and by Lowenstein-Klarman.

Still, the tide may be turning.  I find very interesting the recent book,

J.R. Thompson, et al., "Models for Investors in Real World Markets,"
Wiley, 2003.

These authors begin their treatment of a company-by-company stock with an
analysis of the company\'s balance sheet and financial ratios in the spirit
of Benjamin Graham.  They next proceed to apply SDEs to assess the
variability of the company\'s stock price.  So Thompson, et al. are willing
to eat at only the finest restaurants, and then some!

The FE crowd has a lot to learn from this book.

It seems to me that too few members of the FE crowd are aware that the
money managers they influence may be handling the sweat-and-blood-saved
money of little people.  Too many of the FE crowd are assembling abstract
theorems with insufficient concern for the possibly fraudulent practices
which may be enabled by their mathematical analyses.

In a sense, it is a kind of arrogance to put out stuff which is written,
some would say deceptively, to suggest links with the real world.  It even
suggests a lack of concern for truth; not that their stuff is completely
false, but no overriding concern for the kind of truth which will prevent
the fraudsters from floating stock onto the markets.

Speaking of a lack of concern for truth ...

Recently, I bought and read a short book by Harry Frankfurt, an emeritus
professor of philosophy at
<st1:place><st1:PlaceName><st1:place><st1:PlaceName>Princeton</st1:PlaceName></st1:PlaceName> <st1:PlaceType><st1:PlaceType>University</st1:PlaceType></st1:PlaceType></st1:place>.  I noticed resemblances
between Wall Street/FE and some behavior described in his book.

Let\'s turn to a short movie containing an interview of Prof. Frankfurt.
By means of this movie, you\'ll see resemblances between
some aspects of FE and "buncombe."  Here we go:

http://www.pupress.princeton.edu/video/frankfurt/Entire.mov

<st1:place><st1:place>Frankfurt</st1:place></st1:place>
notes that bullshit and arrogance go hand in hand. 

"humbug, balderdash, claptrap, hokum, drivel, buncombe, imposture, or
quackery" all come from
<st1:place><st1:place>Frankfurt</st1:place></st1:place>
\'s book.

Penultimate point:  Why, then, should students study FE?  Well, maybe
you shouldn\'t.  But I think we actually need some students to learn
the language so as to be able to separate chaff from wheat when they
go into the professional financial workforce.  In order to repel the
worst of the FE stuff, you at least have to be able to talk their
language in order to convert them from The Dark Side.



Conclusion:  I close with some ageless comments of Benjamin Graham from
"The Intelligent Investor."

p. 37: "The work of a financial analyst falls somewhere between that of a
mathematician and an orator."


p. 147, "... it may be said that security analysts today find themselves
compelled to become most mathematical and \'scientific\' in the very
situations which lend themselves least auspiciously to exact treatment."


And a warning:


p. 321: "In fourty-four years of Wall Street experience and study I have
never seen dependable calculations made about common-stock values ... that
went beyond simple arithmetic or the most elementary algebra.  Whenever
calculus is brought in, or higher algebra, you could take it as a warning
signal that the operator was trying to substitute theory for experience,
and usually also to give to speculation the deceptive guise of
investment."












Monday, October 27, 2008<o:p></o:p>

The crap called Financial Engineering and Private Equity <o:p></o:p>

I have two Engineering degrees-in Metallurgical Engineering, and Electrical Engineering.
I tried to understand Financial stuff these last few years-came across words like Financial Engineering. This is crap. There\'s no such thing-otherwise lets invent one called "Predict the football game Engineering" or "Read your Future Astrological Engineering".

Financial Engineering is a sham. It is people using complex mathematics to confuse people into believing they know something. They don\'t. They sell "products"---currencies, volatility swaps, u name it. All bullshit wrapped in different bright colored packages.

Private equity is the abyss of Finance. The whole idea of capitalism and stock markets-where you loan your money to a company who you don\'t know personally via a stock market and a financial regulator is dumped by these groups called Private Equity who take public companies private and apply Financial Engineering to them to turn them around. Private Equity investors are probably the dumbest investors of the world. How can you take out the owners of a company and expect to improve the company?
<U>See this example of Kerry\'s media empire in Australia being taken over by Private Equity jokers here.</U>

Here in South Chile there\'s some fund called Southern Cross, who took over a supermarket chain for $80M. This supermarket chain is owned by a family, and I know the owner personally. He was pretty happy with the offer-seemed like a nice deal. Now he is out of the company\'s day to day operations and these bozos from Southern Cross plan to run the company....do you think bozos trained in Financial Engineering can run a supermarket better than people who have owned it for 30 years?

Since voodoo people only respect the art of other voodoo people, that\'s why you have banks, central banks, etc. all in bed with these people called Private Equity. These are buyers and sellers of money; a business they don\'t understand much at all. They seem to buy high and sell low. That\'s why China invested in BX and you have these poor taxpayers in China paying for stupid investments by their Government.

Private Equity firms like Blackstone and Fortress are the highest examples of investor stupidity. They are Public! The whole idea of a Private Equity firm with Public shares is bizarre-they take out public companies and engineer them financially and then dump them back on the stock market, and for this financial engineering they can command a premium??? Investors are paying for a non-existent ability called financial engineering, just like millions of people worldwide pay for astrologers...who do use very interesting charts and complicated diagrams, by the way, to read your future (sounds like complex math of finance???).

Will tell you another time about the biggest speculators in currencies-the central banks and the treasury departments. Hint-they "defend" their currencies ---buying them when they go down.... This is not volatility reduction or market making, this is pure speculation.

Sanjay










<H2 style="MARGIN: auto 0mm; LINE-HEIGHT: 120%"><U>The Cause of Bubbles = Financial Engineering vs Investing</U><o:p></o:p></H2>

<st1:date Month="10" Day="10" Year="2009">Oct 10th 2009</st1:date> <st1:time Hour="18" Minute="15">6:15PM</st1:time><o:p></o:p>

The only way to address executive compensation and the inevitable boom and bust cycles that will happen in perpetuity in this country is to finally recognize the difference between financial engineering and investing.  For some reason no one in any of our regulatory agencies seems to want to admit or deal with the differences.  Too much pressure from Wall Street ?<o:p></o:p>

In any event, the following is  a post from a year ago. I thought it was worth republishing.<o:p></o:p>

Let me get this straight.  In 2008, funds trying to squeeze out another basis point or two thought they were being conservative  buying insurance on heavily leveraged portfolios of sub prime loans and other debt. Once those loans started to default, it  created a cascading deleveraging event which lead to major financial institutions failing and the smartest minds on Wall Street being forced to dump everything to raise cash, which in turn lead to a crisis of confidence and deleveraging that created the worst week in the history of the stock markets. Did I get this right ?<o:p></o:p>

In 1987, funds, trying to squeeze out another basis point or two thought they were being conservative buying insurance on leveraged stock portfolios. Once the stock prices on those portfolios started to drop, their insurance programs pushed them to dump everything AND sell stock index futures to raise cash, which in turn lead to a crisis of confidence and deleveraging that created the worst single day melt down in the history of the stock markets.  Did I get this right ?<o:p></o:p>

Think it wont happen again ? Of course it will.  Whatever money the Fed makes available to  entrepreneurs and businesspeople will be used as intended, to create and grow businesses.<o:p></o:p>

Unfortunately, it  will also be used by financial engineers to try to find a way to make HUGE profits from  highly leveraged,risk laden financial packaging. Why wouldnt they ?<o:p></o:p>

If you can borrow  cheap money  , invest  in some asset that can be marked to an increasing market, borrow  against the gain and buy something else and do it as many times as possible,  wouldnt you ? Its exactly how homeowners In a bull market drove up real estate prices with a few making huge money.<o:p></o:p>

If you could do the same thing, but instead of with houses, with stocks or asset backed securities, and instead of with thousands, do it with billions so you could profits in the 10s of millions or more, wouldnt you ?<o:p></o:p>

Hell yes you would. You certaintly arent going to tell yourself that you could be creating the next big bubble that could rival 1929, or for future generations, would rival 2008, so dont do it. You would go for the money.<o:p></o:p>

Which is the genesis of our problem in the US.  Its not wrong to run with bull markets and leverage to the hilt. That can be a very good thing. But we have to make the upside based on investments, rather than financial engineering. Which is exactly why we have to change our tax code. We want to encourage investment, not financial engineering.<o:p></o:p>

The financial  markets  were originally defined as markets that created capital for businesses to start and grow.<o:p></o:p>

Today, that is rarely the case. Sure companies do come to the markets for cash for growth and that should be encouraged.  But those examples are a tiny percentage of the market.  When a stock turns over its float multiple times in a day, those are not investors buying and selling the stock. Those are traders or financial engineers.<o:p></o:p>

The ONLY WAY WE ARE GOING TO END THIS BOOM AND BUST CYCLE IS IF WE DIFFERENTIATE BETWEEN INVESTORS AND EVERYONE ELSE.<o:p></o:p>

Investors should be rewarded for actually owning companies and gaining returns on their investments. Financial engineers should have to pay a premium for the risk they introduce to the entire financial system. It was not investors that brought on the last 2 crashes. It was the financial engineers.<o:p></o:p>

The beautiful thing about this country is that we like to work hard, and we like to take chances. Unfortunately, over the last 15 years, the incentives have been to take chances as a financial engineer rather than as an entrepreneur. We give far more money to people who play games with financial instruments than we give to people who come up with ideas for the next big thing.  That needs to change if we want to remain a leader in this world.<o:p></o:p>

Here is what I would do to change things<o:p></o:p>

I would change to zero the taxes on any gains from the sale of stock or bonds purchased during an IPO and held for 5 or more  years. All dividends/interest paid by that stock/bond would be tax free. If you sell it prior to the 5 years, you are taxed at your personal regular income tax rate.<o:p></o:p>

In addition, I would not allow the stock to be borrowed against in any way. If it was, it would be considered an effective sale. Which means you couldnt borrow on it tax free until you have held it 5 years.  Bottom line, if you hold the stock/bond , like a real investor would, you are rewarded for it.<o:p></o:p>

For purchases  post IPO, in the open market,  the same rules apply, except I would tax a personal income rates the dividends/interest  for the first 5 years of ownership.<o:p></o:p>

For all other transactions, whether they are options, derivatives, stocks, bonds, whatever, all gains and losses would be taxed at personal income rates.<o:p></o:p>

If you are a great financial engineer and make tons of money at what you are doing, more power to you.If you are good at what you do, you pay more to Uncle Sam, but you still make a boatload of money.<o:p></o:p>

I would keep taxes on private transactions, just where they are. Private transactions are less liquid and harder to value, which in turn makes them harder to borrow against. Which reduces leverage in the system and encourages investment. Its hard to financial engineers a private company. I would tax gains and losses in private companies at capital gains levels, but I would extend to  3 years the marker to not be considered a short term investment. I would keep the active vs passive rules.<o:p></o:p>

Next there is the issue of leveraging. No one ever complains when cheap cost of funds creates leverage and drives a market up.  And no one ever will. So we have to set strict leverage limits. We set margin/leverage limits on day traders as the tech bubble burst. The only difference between the day traders of the tech bubble and the Investment Banks and AIGs of the world that cratered in this bubble is that the big guys started with more chips at the table. And they picked their own credit lines and there was no pit boss to watch over them. I would limit to 2x the leverage available on any asset that is insured by the government or is offered by any organization that is elgible for government insurance  or tax incentives of any kind.<o:p></o:p>

Of course, I would still levy a fee of anywhere from 1c to 10c on every transaction of stocks or bonds which would go into a general fund, that I will call the Oh Shit We Missed It Fund. It will be there to fund the inevitable situation where someone figures out how to work around whatever regulations and tax code that is created.<o:p></o:p>

As an entrepreneur, I can tell you that this would not change how I ever started or invested in any business. As someone who trades stocks, It would impact my investment decisions. I would only trade out of necessity. I would be willing to take lower yields on my investments, making it cheaper for companies to raise funding.<o:p></o:p>

I also recognize that it would mean that the chances of the Dow ever hitting 14k in 2008 dollars is about as likely as my catching my elbow on the rim playing basketball. I dont think thats a bad thing.











 <H1>Volcker Criticizes Financial Engineering</H1><H2>Former Fed Chair urges return to production-based economy</H2>

 
Published: Friday, October 16, 2009

Former Chairman of the Federal Reserve Paul A. Volcker harshly criticized financial engineering and emphasized the need to return to a more production-based economy in a speech last night at the Kennedy School’s Institute of Politics.

Volcker—who also serves as chairman of the newly formed Economic Recovery Advisory Board—spoke before a packed audience and fielded questions about the state of the economy.

In his speech, the 1951 graduate of Harvard School of Public Administration (the precursor to the Kennedy School), stressed that many of the causes of the recession have not been fully repaired.

“I don’t think we will have a sustainable recovery unless we deal with the underlying structural issues,” Volcker said.

He pointed to the proliferation of financial engineering techniques—such as credit derivatives and credit default swaps—as methods of “taking bad paper and making it look like good paper.”

Volcker also expressed fears about the government rescue of troubled banks. He argued in favor of a system in which the government could take over faltering institutions to prevent collapse—with the ultimate goal of dissolving such financial groups.

Volcker’s speech began somewhat inauspiciously, as the audience initially struggled to hear him.

“He is 6 foot 7, so he was too tall for the microphone on the podium to record him,” explained Christopher J. Hollyday ’11, the chair of the IOP Forum Committee. Volcker, nicknamed “Tall Paul,” was quickly fitted with a personal microphone instead.

Following his speech, Volcker spent nearly an hour answering questions from the audience about the lessons that could be learned from the economic meltdown.

When Adam B. Chepenik, a student at HKS and Harvard Business School, asked Volcker for his advice to students, the former Fed Chair discouraged young audience members from going into the world of finance.

“Producing something real can be as much of a challenge as making a million dollars in the financial market,” he said.

Following the event, Grant N. Wonders ’12 said he was pleased with Volcker’s ability to respond to a wide array of questions.

“He did a good job of bridging the gap between an academic perspective and applying practicality in a modern economy,” Wonders said.

Hollyday said he was similarly impressed by Volcker’s talk.

“It was really cool to hear such a giant in economics speak about the current crisis,” he said.

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