Stock Market Psychology: Behavioral finance, new research, and beyond

Thursday, December 17, 2009

NOBODY EXPECTS THE SPANISH INQUISITION!!!



My home page is the Yahoo! Finance page. There are two reasons I chose it: 1) If I want to check a stock price, or market action, I can do so with just one click; 2) The pre-market headlines crack me up.

Go ahead, check them out yourself one day. You will find that they are generally rendered moot/outdated/incorrect within the first hour of trading.

Look, I'm trained as a psychologist. I look at things differently. It probably makes me a "bit of an odd duck", to borrow a phrase from my father. (It's true. Ask any of my remaining friends.)

But you don't need to be the quirky type to see why this (lead) sentence from the pre-market headline article is just silly.

"The number of newly laid off workers filing claims for unemployment benefits unexpectedly rose last week as the recovery of the nation's battered labor market proceeds in fits and starts."

What's wrong with this sentence? Well for starters it notes that unemployment claims rose "unexpectedly" last week. Later on in the same sentence, it notes that the labor market "proceeds in fits and starts."

First of all, all economic forecasting is incredibly complex. Why a rise of 1% rather than a decline of 1% for one lousy week's worth of data rates as a "surprise" is beyond me. It's like standing in a rain shower and saying you got hit by a particularly unexpected raindrop. (Really? Didn't see that one coming??)

But the second clause of the sentence says the market proceeds in "fits and starts". Yes, it does. Truly. It is a point that is universally acknowledged. So how can you be suprised by a slight decrease while simultaneously noting the market proceeds in a herky jerky fashion?

For crying out loud, pick a side and stick with it!

Behavioral finance research has taught us how rarely data conform to our pre-supposed parameters. We know a coin will come up heads 50% of the time. Yet somehow we find ourselves wanting results to alternate heads/tails when we flip it. We see a run of 3 or more heads in a row, our pattern-seeking brains screams, "anomaly!"

It's not an anomaly. It is the essence of randomness.

Back to the article; if you read it in its entirety, you will see just how complex the jobs data are. You will find yourself wondering if the first paragraph still makes sense by the end of it.

The skinny: When it comes to a week's worth of economic data, market movements... the weather, don't "expect" anything.

It is sillyness that calls to mind this famous bit of sillyness .

I'm going to have my coffee now.

(Entirely too much sillyness.)

-Frank Murtha

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Wednesday, July 02, 2008

Fearless Forecasting: How Low Can You Go?


It's official. The DJIA dropped 20% from its highs last October.

In other words, the Bear is back.

Whenever we hit a nice round number (e.g., "Dow 10,000) or experience a round number move (e.g., "Down 20%) it leads to a big picture discussion of where the market has gone... and where it will go next.

That means "market predictions".

In an earlier post, I observed that employing a black-tailed marmoset to throw darts at a board would prove just as useful an exercise (and an infinitely more entertaining one.)

It may be useful in at this time to review two major causes of precisely why.

One major cause is something called the Gambler's Fallacy, a miscalculation that ironically tends to afflict more market savvy investors (pros) than casual investors (amateurs).

Quick Example: Say you're at Mohegan Sun (where I was last week) and you're observing the roulette table. The wheel turns up "red" results 7 times in a row. These results don't fit with our mental schema. We know that the odds of a ball coming up "red" vs "black" at a roulette table is roughly 50%/50% (47.368/47.368 to be more precise). Our brain says something to the effect of "Black is due"! And we feel the urge to bet (overbet?) on a black result next time. Of course, the odds of the wheel yielding a "black" result are the same as ever - roughly 50/50. But it feels like it should turn up black, and that feeling overrides our rationality.

This is the classic manifestation of the Gambler's Fallacy - the notion a series of independent events yield useful information about predicting future independent events.
Pretty elementary stuff, I grant you. So why should something so obvious effect even top Wall Street Strategists?
Because the same tendency reveals itself in Market Predictions.

Hersh Shefrin, in his landmark book, Beyond Greed and Fear, provides a relevant example. At the beginning of 1997, Barron's interviewed chief strategists from top Wall Street firms, requesting 12 month market predictions.
On June 20, the market had risen 19.7% for the year to 7796, well above every strategist had forecasted.
A chief strategist for Smith Barney said in response, "We've all been humbled".

When Barron's asked the strategists for revisions predictions in late June, the average prediction was for the DJIA to drop 10.3% by year end.

Point of fact, the DJIA close slightlty higher for the year at 7908.
So despite all we know about market tendencies to move higher, the experts predicted a steep, upstream move in the opposite direction.

Why did they do it then and why do they continue to do it?
The answer is the investing version of the Gambler's Fallacy, that template driven interpretation of regression to the mean. We know the Dow tends to go up on average 9% or so every year. And we have a strong desire to fit predictions into that template.

But there is nothing magical about a calendar year - it's just a handy way of charting time. And if stocks tend to go up 9% or so every 12 months, than regression to the mean demands we predict that stocks will go up 9% or so every 12 months - not that they will reverse themselves according to our schedule in order to provide yearly averages.

Now, I'm not throwing stones here. Believe me, I'm not. I'm wrong constantly. And certainly all the participants were wise and learned professionals whose opinions are worthy of respect. But that's part of what makes this so fascinating.

Even they (especially they?) are not immune from the same impulses that drive roulette players to overbet because they think "red" is overdue or because a single digit number hasn't popped up in a while.

And - I can't help myself, I'm gonna say it - the other factor is no, (gosh darnit) they were not humbled, despite declarations to the contrary.

Wrong? Yes. Embarrassed? Perhaps. But humbled? No way.

A crucial component to being humbled is admitting you are wrong.

By prediciting a 10% reversal, the experts adjusted their predictions to support their original predictions.

Trying to prove you were right all along is not humility. It is the opposite of humility.

So with a bear market here and the inevitable market predictions to come, what are some things for investors to keep in mind?

1) Stay ready.

2) Stay humble.

3) Recognize the mathematical illusions inherent in regression to the mean.

Happy Investing.

Frank

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