Don't shoot your friends


A trader takes on portfolio theory.

The pseudo-science hurting markets? Or just economics in general. I've used the tools that he talks about ARCH and BS theory, and they handle strong discontinuities quite well. He mentions the stock market crash of 1987, and yet use of these mathematical tools precisely at the time were able to predict that crash. I know because I did it.

Now. Nassim Nicholas Taleb has some very strong words, some of them deserved: an excessive reliance on poor use of mathematical tools has, indeed, lost a great number of people a great deal of money. But what he puts out as the alternative, in essence an appeal to authority of his career is more or less the same argument that he excoriates when used by the other side. Some people are going to win, and others are going to lose. His career is also in a period of time that has been friendlier to finance and hedging of risk than any other. Financial genius is a rising market place and leverage JKG intoned, and he was right, then and now.

So what's really the problem with modern portfolio management? Is there a problem? Yes there is a problem, but it lies not in the mathematical tools that people are being taught, but with something that Nassim rightly points out as "self-serving" - that is the failure to understand that economics is the study of the games people play, and it breaks down, not because the mathematics are bad, but because the assumptions it is used within are. And the fault lies in economics, as Nassim argues.

ARCH and GARCH are tools that have proven their worth in the form of the VIX - the volatility index, which has quite reliably predicted major turning points in the market, and major peaks in local market runs, two of the hardest things to do. However, their utility for doing this is precisely their non-utility in a large number of other circumstances. Think of them as the National Hurricane Center, it isn't something you need to check every day, but on those occasions when a tropical cyclone is threatening specific interests, the NHC is must read material. GARCH most of the time doesn't tell us anything that "simple rules" tell us. Except when it does.

"Later, Robert Engle received the prize for “Arch”, a complicated method of prediction of volatility ..."

This is not really so. ARCH is not particularly complicated once you get used to it, and can be computed on spreadsheet by a high school student. So are all measures of volatility once you get used to them, and that is mathematics: you get used to things.

This failure to understand what these tools mean is at the heart of the failure of economics, the discipline, not economics the tool set.

The important thing to realize about economics is that it is about the boundaries of what people will put up with in the abstraction of exchange. As long as the operation of the abstraction of exchange produces results that people can manage and are willing to accept, the tools of economics perform admirably well. However, it is precisely at the points where people are no longer willing to put up with economic behavior, that risk management leaves the economic world, and enters the world of politics. When economics predicts outcomes, people want government out of the picture so they can gamble on uncertainty. When it does not, they want a government bailout of some kind. Right now governments are very prone to bail out wealthy financial interests, and so the tools of wealthy financial interests look much better than they ought to: "heads I win, tails you lose" is great work, if you can get it.

Nassim's article is a rant. It offers not one shred of proof for its blast of assertions, and as such, it has limited value. Yes there is a great deal of pseudo-science in economics, which wants to be the "physics of social sciences." However, the very tools he is talking about support, not deny, the thesis that he is arguing for: namely that crisis disturbs equilibrium, and during the break down of equilibrium there is the greatest need for real understanding of market failure. Market failure is not adequeately modelled, simply because market failure can be summarized as "situations where linear mathematics does a crappy job of predicting the market."

For example, GARCH could have been utilized by traders in 2002 to predict a steady long term decline in the dollar without a precipitous drop that would be recognized as a climax or event. Standard macro-economic theory, as present by, for example, Paul Krugman, would have had a rapid equalization of the imbalances in the US foreign accounts deficit and budget deficit. This event has not happened. The reason this event has not happened is because of the very fear of a significant drop itself. Everyone understands that if the dollar meltsdown, they are much worse off. However, strategically, there are ample chances for brinksmanship: sell as much as can be sold without pushing everything over the edge. GARCH has done an admirable job of predicting when volatility was so high that selling the dollar would abate. It has also done an admirable job of predicting peaks in the oil market, and in job creation.

Thus, while I share many of his problems with academic economics, he is shooting at some of his friends.


Stirling Newberry October 24, 2007 - 12:22pm
( categories: The Markets )

but I've been reading a lot of doom-like scenarios about the economy related to resource depletion and energy scarcity.

A lot of doomers seem to long for collapse.

It occurs to me that they wish calamity upon themselves.

The three largest businesses in the world are weapons, energy and illegal drugs. Those that control these, control the money.

Increased conflict means lots of demand for weapons. People will continue to spend as much as they do now for energy, if not more, when it's in short supply. They'll just get less for their money. And misery fuels illegal drug usage.

One thing for sure--the brunt of the pain in a potential collapse will fall on poor people, and many that now think of themselves as middle class are likely to join the ranks of the poor.

I envision a future of gated communities where a small number of privelaged reside. Police will guard these enclaves while those outside the fence do without. The lucky working class people will become servants of the poor, providing goods and services while the rest fight to survive on the scraps and become prey to cops and thieves (which oftentimes prove to be one and the same in places like Juarez, Mexico).

If Chuck Bowden is right, then:

Juarez is the Laboratory of our Future.

No less than Noam Chomsky wrote the preface to this far-sighted book.

ps. Off-topic, I guess. Sorry.

I did inhale.

Don October 24, 2007 - 1:22pm

Don, your take on the coming downturn and how things may parse or divide up seems inevitable. Bowden sees it coming. We are sick right now, economically and politically. Your take on the dividing up of jobs, social geographical placement has already taken place. All that keeps things in a bit of control is the thin blue line of police, that will collapse quickly if there is a strain put on the system, that will just turn the police into hunter killer teams that will patrol in convoys of bullet proof vehicles, in these now super inner-city areas and spread to other areas. If one need’s protection from the riff-raff, just pick up the phone and order up a few Blackwater Mercenaries to guard the front gate.

As I write this, my travels are taking me all over the Los Angles basin as the fires ring the overall metro Los Angeles area clear down to the infernos in San Diego County. The fires are consuming the mostly the upper middle class homes this time around. The sun is just a red ball through the smoky haze that fills the sky. Traveling by the light rail system through the neighborhoods that were ground zero in the Crack epidemic that begun under the tutelage of Bush I. As one views South Central (Watts) Los Angeles, 98 percent of all houses and dwellings have bars over all windows, even the second story ones. All business have super thick bars of steel and blocked in windows, if there is a yard then there is a super strong and super high fence guarding the yard. I can’t tell if I am in a third world ghetto or in Los Angeles, poverty, rampant corruption by politicians and police fuel the sense and actual physical stance of the area.

Frank Zappa hit the nail on the head with his words in his Freak Out album written back during the 1965 uprising riots in Watts. It’s just a powder keg with a social fuse burning.

"There are two types of folk music:
quiet folk music and loud folk music.
I play both."

Dave Alvin

Peter C October 24, 2007 - 4:40pm

anyone remember the first robocop movie, it really seemed to get just exactly where we are going, police state,corporate dominance, rampant unchecked corruption, massive poverty, deadly pollution, submissive media, huge empowerment of drug traffickers,non-stop conflicts around the world, pooling of the worlds wealth in fewer and fewer richer and richer individuals. hell it even had robots being used to kill people.

i swear its hard to tell that robocop was a fictional movie.

all of our worse nightmares, all of their wet dreams.

Warvigilent October 24, 2007 - 4:56pm

Terminator running California.

It's all here, brother.

http://www.thewitness.org/agw/kreitler120204.html

http://mauberly.blogspot.com/

mauberly October 24, 2007 - 9:31pm

The three largest businesses in the world are weapons, energy and illegal drugs. Those that control these, control the money.

And, don't forget, porn is the largest money-maker on the net.

tjfxh October 24, 2007 - 9:32pm

...printed more porn than Bibles. And let's not forget the Caves of Lascaux. Absoposidefilutely the mark of a new media.

Gordon October 24, 2007 - 10:36pm

sorry, it's not my field. but from the little bit I've read about economics and the markets, Taleb seems spot on. as you say, there's always gonna be winners and losers and as soon as you're able to formulize a method to be a winner, someone else is gonna find your flaw and exploit it or the market will stay irrational. then you gotta make a new formula...
being just a lay person and not understanding any of the nuances, from here it looks like a straight line from the meltdown of LTCM to the meltdown of the "conduit" market, and nobody learned anything in between except how to make a bigger mess.

I once won $80 at roulette using the martingale system, then I walked away, ain't got the resources to push my luck. In contrast my SO will win $1,000's on instinct alone, of cousre she'll lose most of it back to the house by the end of the night :)
BTW, you didn't celebrate your predictions of Black Tuesday in Lisbon by any chance? Strangely enough, I hung out w/ some Canadian traders at the baccarat tables there @ then.

dk October 24, 2007 - 2:13pm

and call it JUGHEAD; maybe I can win the Taleb award.

I got out of the market back then, because the Bank Credit Analyst toid me to. I did not see any ARCH in their pages.

I did not have enough to go to Lisbon; so I just drank the same coffee and watched it tank.

http://mauberly.blogspot.com/

mauberly October 24, 2007 - 4:51pm

you could have joined me back at the $5 pensione after they ditched me when I refused to sleep w/ one of them. (I was once young)It was my first introduction to traders.
is there an algorithm for prudency? not hedging your bets, but knowing when you've made enough, as in not to be a greedy pig?

dk October 24, 2007 - 6:00pm

'is there an algorithm for prudency?'

NO. Anyone who thinks he has one, needs to have a flat in a tough inner city neigborhood and trade his way out with it.

Prudence is a virtue; you don't have it in virtue of a model that posits a mean with which Wall Street is familiar.

Thus, Aristotle's mean was not mathematical.

http://mauberly.blogspot.com/

mauberly October 24, 2007 - 6:55pm

I've got the flat....
but on the flip side I've also got one heckuva garden :)

dk October 24, 2007 - 7:15pm

and give 'em chicken.

http://mauberly.blogspot.com/

mauberly October 24, 2007 - 9:24pm

The problem in LTCM wasn't GARCH or ARCH but efficient market theory which said that corporate bonds and government interest rates would eventually converge. There is no mathematical reason for this belief, it instead springs out of free market fundamentalism.

Stirling Newberry October 25, 2007 - 8:17am

http://en.wikipedia.org/wiki/Autoregressive_conditional_heteroskedasticity

sure looks like an awful lot of modificatiuons have been made.
I'm sure you're correct on the underlying diagnoses of LTCM, hence my comment that the market will stay irrational. and my point that you can't model irrationality. well, maybe you can :)
(wait, that might be someone else's point, not mine)

dk October 25, 2007 - 9:18am

...everything looks like a nail.

I don't think the problem is that the assumptions are bad per se, but rather that, people have excessive confidence in them. What's the old saying -- the market can afford to be irrational longer than you can afford to stay liquid.

Regardless, I find myself looking at all of these things, and thinking that insight into many of these models typically requires some rather sophisticated understanding of statistics, and they typically fail to address the issue that there is limited confidence for the values that people plug in.

NateTG October 24, 2007 - 2:29pm

You don't have 10,000 years of data to make the claim Rothman makes. He has generated this number of years from a theory which is obviously wrong.

That is why he is wrong about his outliers and that is what is wrong with the furniture upon which the financial profession sits.

Beyond that, Taleb is only as good as his returns.

http://mauberly.blogspot.com/

mauberly October 24, 2007 - 4:43pm

Like many others here, I don't know the details of the market widgets you're talking about (though I did suffer through an econometrics course which, once I figured out what "exogenous variable" meant, led me to take economic modeling much less seriously).

But I think you're missing Taleb's forest for the trees. He's a very opinionated guy, but his larger message goes beyond any particular economic tool. I've just read parts of his books, but I'll attempt to distill it down: the best you can do in this increasingly volatile world is to be skeptical and aware of your blind spots, assumptions, and limitations. About the first third of The Black Swan is about different ways people justify their biases and tell stories (how many times I heard that in Macroecon class!) to explain phenomenon. We all do it, for better or worse. At least if we can see through some of the BS we can keep an eye out for truly meaningful data?

neuhausr October 24, 2007 - 11:58pm

That's finance speak for "the real world".

Stirling Newberry October 25, 2007 - 8:18am

Comment viewing options

Select your preferred way to display the comments and click "Save settings" to activate your changes.