Monday, March 10, 2008

Why Financial Crises Are Inevitable

Thanks to a reader for passing along this hard-hitting and insightful post from Paul Wilmott. He makes the argument that we will have periods of wild market volatility for no fundamental economic reasons. He explains:

"Banks and hedge funds are in control of a ridiculous amount of the world’s wealth. They also trade irresponsibly large quantities of complex derivatives. They slavishly and unimaginatively copy each other, all holding similar positions. These contracts are then dynamically hedged by buying and selling shares according to mathematical formulae. This can and does exacerbate the volatility of the underlying."

He also points out that too much money will always chase too few products because large, undiversified bets with other people's money will always provide the most tempting returns for money managers.

In this vein, I highly recommend Richard Bookstaber's text "A Demon of Our Own Design: Markets, Hedge Funds, and the Perils of Financial Innovation" (Wiley, 2007). In his concluding chapter, entitled "Built to Crash?", he observes:

"...the positive effects of innovation come a a price. Innovation increases complexity. Many innovative instruments are in the form of derivatives with conditional and nonlinear payoffs. When a market dislocation arises, it is difficult to know how the prices of these instruments will react. Innovation and mechanical efficiency have also increased complexity by pushing markets to become more interconnected...The combination of tight coupling and complexity is a formula for normal accidents--accidents that are all but inevitable as a result of the structure of the system." (p. 255-256).

This line of reasoning has powerful implications for risk management. We tend to think of risk in terms of standard deviations and normal distributions. Financial systems, however, possess fat tails of returns--and increasing complexity may only increase this "fatness". We can calculate the historical odds of a market crash, but will such models accurately capture risk in systems of increasingly tight coupling?

Paul Wilmott concludes:

Banks and hedge funds employ mathematicians with no financial-market experience to build models that no one is testing scientifically for use in situations where they were not intended by traders who don’t understand them. And people are surprised by the losses!

If sophisticated mathematical models can't capture risk and complexity, can we expect the gut hunches of discretionary traders to do better? There's a lesson in all this, and it seems to be: The odds of catastrophic financial outcomes are greater than we estimate. Even when we think we're diversified, the tight coupling of complex, interwoven financial systems ensures that, at times of stress, correlations will tend toward one or minus-one.

Looking for more reading on complexity and how we are "fooled by randomness"? Check out Nassim Taleb's website and this excellent summary of his ideas. They provide a sobering perspective on how we don't really know what we don't know.

6 comments:

Anatrader said...

Brett

Your post is timely and I refer to:

Paul Wilmott concludes:
Banks and hedge funds employ mathematicians with no financial-market experience to build models that no one is testing scientifically for use in situations where they were not intended by traders who don’t understand them. And people are surprised by the losses!If sophisticated mathematical models can't capture risk and complexity, can we expect the gut hunches of discretionary traders to do better?
Unquote

Recently, I was to learn that when banks do DCD (dual currency deposits), they do not trade like we ordinary traders with a stop loss order, when trading forex.

I am rather shocked and now it is dawning on me why banks have got themselves into such great losses, ie trading without any stop loss in place.

I am anxious now as I have put a lot of trust in one, with the good intention of helping me.

The market for this DCD has reversed strongly and the consolation I have is that there is still time!

Will the market wait for time or we time to exit with a stop loss, to be prudent?

Red Hue said...

What these folks say may be true...but why do I always seem to see these doomsday articles during market corrections rather than during market rallys? Seems to me the market will figure out how to balance out the new intruments and such...its what a market place does best...isnt it?

MikeH said...

Yes, even emotionless, mechanical models converging toward the same conclusions form impressive bubbles. Probably more so if the models are regression based. Perhaps most amusing is the bubble caused quant models with the media/public demanding explanation how they can fail (and gov't intervention of some kind), while the traders know it is simply everyone on the same side of the trade.

But we're here for the bubbles, aren't we?! It would be pretty uninteresting if we all bought low cost index funds...

Brett Steenbarger, Ph.D. said...

Hi Red Hue,

Good point: we tend to focus on bubbles only after they've burst.

Brett

Brandon Wilhite said...

Something just struck me with this post....

The old view of global markets is that the U.S. is the global leader. The saying is "If the US sneezes the world catches a cold."

Now there's debate about whether or not there is a 'de-coupling.' The idea being that the global markets are now more independent of each other and what happens in the US doesn't necessarily bring down everyone else.

But this post highlighted something else, which is a tighter coupling of markets (which I think is more accurate). So maybe when people mention the idea of 'de-coupling' it's a misnomer. Possibly what they are really trying to describe is that the US is no longer the leader it once was.

I don't know if there's a good single word or phrase to describe this...'democratization' maybe?

BW

heywally said...

Well then, yay volatility. The more of it there is, the more selective we can be in our trades (tells self).