Wall Street Could Benefit from Classic Physics

By Bill Andrews | March 29, 2018 2:34 pm
shutterstock_93231562

(Credit: Shutterstock)

Some things may just be unknowable. How does the mind really work? Is there life elsewhere in the universe? What’s really going on with the stock market?

While we may never truly learn all the answers, we’ve at least got a little more to go on with that last question, thanks to a paper out this week in Physical Review Letters that finds a surprising “real life” model for financial markets. And, happily, it’s one that scientists have used and understood for over a century: Brownian motion.

Get Down with Brown

In 1827, botanist Robert Brown noticed that tiny pollen grains in water appear to move around, randomly jittering and jiggling. While the ultimate cause eluded him, the effect, Brownian motion, still bears his name. It would take until the early 20th Century, when no less a luminary than Albert Einstein helped figure out that the reason for the jiggling was actually fairly straightforward.

Individual molecules of water were literally bumping into the grains, jostling them and causing their movement. It’s a finding that helped prove the existence of atoms and molecules, and it’s not just limited to pollen and water. Anytime you have tiny particles adrift in a volume of fluid, you’ll see the behavior: dust motes in the air, pollution spreading through air or water, even calcium diffusing through bones.

And now, it seems, even money markets produce the behavior.

Investors as Particles

The seemingly jagged movement as a pollen particle tries to make its way through water may look familiar to anyone who’s spent hours studying the curves of a stock market graph — or just gaping in fear and confusion at a falling-knife chart. But overall trends emerge out of tiny, seemingly random movement.

The study’s authors, all from Tokyo Institute of Technology, wondered just how close the parallel was. They focused in on the activity of the U.S. dollar-Japanese Yen market over five days, tracking every minor rise and fall as day traders bought and sold currency. What emerged was a relatively orderly system, governed by the same rules as physical Brownian motion.

The team dubbed the market’s behavior financial Brownian motion, where each individual trader’s decisions buffeting the price as minutely but surely as molecules of water shoving pollen. The particle’s inertia — its resistance to new movement — turned out to be analogous to the traders’ “trend-following behavior,” which describes how individuals expect future prices will reflect present trends.

Ups and Downs

The finding doesn’t mean the authors can quit their day jobs and go all in on stocks, but it does point a way forward for better understanding various markets, including how major corrections (ie, crashes) occur. In the future, it might even help researchers

It may seem strange, mingling a hard science with the dismal science, but it’s not the first time. Physicists have long tried to find natural analogs for a market’s seemingly random movements, and one of the first descriptions of Brownian motion itself came from a French paper on financial modeling — in 1900. Plus ça change, plus c’est la même chose, after all.

CATEGORIZED UNDER: Space & Physics, top posts
MORE ABOUT: physics
ADVERTISEMENT
  • http://www.mazepath.com/uncleal/EquivPrinFail.pdf Uncle Al

    The Market is middens of positive feedback. Any empirically winning tactic would quickly blunt – even if legal – short of insider info (that is legal for Congresscritters to exercise).

  • OWilson

    Markets are discounted responses to news, fundamentals, technical analysis, and above all, human emotion and perception.

    When the markets are down, nobody wants to buy (fear) and when the markets are up nobody wants to sell (greed).

    (Despite advice to the contrary by successful billionaires – buy low, sell high!) :)

    There may be little difference in the intrinsic value of an IBM or GM from week to week, but their share prices can fluctuate widely!

  • Erik Bosma

    I always like whatever Mark Twain had to say about stuff. For example: OCTOBER: This is one of the peculiarly dangerous months to speculate in stocks
    in. The other are July, January, September, April, November, May, March, June,
    December, August, and February.
    And…
    There are two times in a man’s life when he should not speculate: when he can’t
    afford it and when he can.

    • OWilson

      Despite the eternal search for accurate predictive models in markets and the soft sciences, with some convinced that those models are already here, the truth remains, (as attributed to Mark Twain) :

      “Prediction is difficult, particularly when it involves the future!”

NEW ON DISCOVER
OPEN
CITIZEN SCIENCE
ADVERTISEMENT

Discover's Newsletter

Sign up to get the latest science news delivered weekly right to your inbox!

ADVERTISEMENT

See More

ADVERTISEMENT
Collapse bottom bar
+