Stock market shock explainedPhysicists model recent trading
frenzy. 1 October
2002
PHILIPBALL
 |
| Some lost hundreds of
millions in September's twenty minute trading
frenzy. |
| ©
GettyImages | | |
Two physicists have an explanation for the convulsion
of the stock market just ten days ago that left traders
reeling and economists scratching their heads. The
market was behaving like a muffled guitar string, they
suggest, thanks to short-termism and technological
limitations.
The 20-minute trading frenzy on Friday 20 September
saw one bank loose £100 million while another dealer
racked up £1 million profit in three minutes. More
shares changed hands than are often traded in an entire
day.
It began at around 10.10 am; by 10.15 the FTSE 100
index - a barometer of the market's overall health - had
soared from around 3,860 to 4,060. Minutes later it
plummeted to 3,755 before eventually levelling off close
to its starting point.
Economists struggle to understand these rare,
earthquake-like anomalies that they dub, rather vaguely,
turbulence. But to Sorin Solomon and Lev Muchnik of the
Hebrew University of Jerusalem, Israel the event of 20
September looks more like another physical phenomenon:
damped oscillation.
Solomon and Muchnik have built a computer program
that simulates trader-trader interactions for a wide
range of different trader strategies; the model borrows
ideas from the physics of colliding gas particles. They
searched for a set of simple 'psychological' rules that
would produce the spike seen on the 20 September.
The model generates damped oscillations if there are
three types of traders: random traders, who buy and sell
at small random deviations from the current market
price, market-maker traders who occasionally induce
large price fluctuations, and inertial traders who base
their orders on what they did in the previous
transaction.
All the traders are opportunists. "They are
interested in short-term profits and anxious not to miss
a trend," says Solomon. If everyone else is buying,
they'll tend to buy too, leading to herding behaviour
that amplifies small price fluctuations into big
ones.
 |
| Traders anxious not to
miss a trend can cause these
oscillations. |
| ©
S.Solomon | | |
If prices drift too far from what the traders believe
is their fundamental value, they'll slow down and
eventually reverse their behaviour. This makes the
prices oscillate around their fundamental value.
But another process damps out these oscillations: a
kind of friction produced by the way traders follow the
market rather sluggishly. In the 20 September event, it
seems that technological limits on how fast a
transaction can be made may have slowed the market's
response.
Explanations like this might not be unique, but by
being based on the behaviour of the market as a whole
they contrast with the way that economists typically
seek to pin anomalies on specific causes. Some have
blamed the 20 September turmoil on trading errors made
by the Swiss-owned Credit Suisse First Boston and by
Deutsche Bank.
A similar frenzy last year was traced to a deal by a
trader for the US-based Lehman Brothers that was 100
times bigger than he'd intended. But single errors can't
swing the whole market. That happens when other traders
react - the effects of which conventional economic
models fail to predict. |