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Nov/17/2005
Crowd following

I watched a nature show on TV some days ago and the behavior of flamingoes made me think. As one flamingo has a very little chance of discovering a predator, the individual flamingo is better off by being in a large a crowd where only one of the hundreds of birds need to spot a predator in order to make the entire crowd escape. This is just one of numberless examples from zoology where crowd following is the ultimate choice. Also in human behavior I think crowd following is more common than we are aware of.

In the movie Blast From the Past Adam (Brendan Fraser) grows up in a bomb shelter and at an age of 35 he goes out for the first time. Of course he gets stunned when he sees the blue sky and just looks admirably at it. When the people around him on the street see this, they start to look up in the sky as well, of course very confused as they don't spot a thing. If you think about your daily life I'm sure you'll find plenty of examples of actions you make, or opinions you get, unconsciously as a result of the people around you (and even media).

Of course crowd following has its advantages. Socially it would be a disaster if you broke the norms of human interactions. Also, to instinctly follow other people might save you in an emergency, however it might also lead to an unnecessary tragedy. Financially crowd following, also called trend following, is something I believe most often to be unwise.

All kinds of crowd following have a cost and an expected gain. Crowd following is always the best decision when the expected gain is larger than the cost.

The cost side of crowd following is usually easy to estimate. The flamingo will lose a small amount of energy every time it escapes. The potential gain is survival. However the chance of actually being eaten if it does not escape is grim. Firstly there are tons of flamingoes in a crowd, and an individual flamingo's chance of being caught is therefore small. Secondly there are probably an overweight of false alarms. The expected gain is in other words the potential of surviving adjusted for the probability of being eaten and the rate of false alarms.

As the eco system is a zero-sum 'game', where all the energy has been produced by plants, all the animals will fight over this limited amount of energy. Therefore I think the different species have evolved into a behavior which maximizes the amount of energy obtained by the specie (i.e. maximize the number of animals multiplied with the size per animal). This equilibrium will last for thousands (or millions) of years, only periodically disturbed by changes in the weather, diseases, change of climate etc (read the article 'Survival of the Unfittest' below to see why the equilibrium eventually will change).

Back to the flamingoes. These animals will have the same marginal energy cost ('MEC') by escaping as the expected MEC of not doing so. The MEC for one individual flamingo escaping is constant, but the MEC for not escaping depends on the crowd's size and the rate of false alarms. A larger crowd means lower MEC by not escaping, but an increasing rate of false alarms has an opposite effect. Evolution has by trying and failing found the perfect solution to the equation.

The markets are just the same way. In the nature the battle is for energy. In the markets the same is true for money. The similarities are as follows:

Nature Markets
One specie One participant, i.e. person, institution etc
One animal A part of a participant's capital, typically the size of one trade
The species adapt to maximize the amount of energy obtained The participants adapt to maximize the amount of money obtained
The amount of energy in 'the game' is limited by the plants' production The amount of money in 'the game' is limited by the amount of money put into the markets
Each specie will adapt to the perfect balance between the cost and the expected gain of crowd following Each participant will adapt towards the perfect balance between the cost and the expected gain of trend following*

* As each market participant will exist only for a limited period of time (in contrast to species that survive for millions of years), the perfect balance may never be reached.

Because the perfect balance in markets probably doesn't exist, and I believe the participants have a tendency of underestimating the cost of trend following, there is a huge inefficiency in the markets. By buying a stock you have to pay commissions. This is a small cost, comparable to the cost a flamingo has when it escapes. However the major cost of buying when everyone else is buying is the increased price you'll have to pay. If you follow a trend the price all ready has moved up at least something like 10%. Do you think a crowd of flamingoes is willing to give up 10% of its energy to save an expected .2 flamingo (given 4 out of 5 alarms are false)?

Of course there is also an expected gain of trend following. As a single participant you have an extremely limited ability to gain and analyze information. By watching what others are doing you may very well be getting an edge. For example a stock company which is popular among the insiders has most probably a bright future. But is the gain larger than the cost, where the cost is the difference between the prices you and the insiders pay?

Lastly there is one important point. In nature the crowds normally exist of one specie. If everyone buys a stock it would be like all the animals in the ecosystem running in the same direction. Of course the animals have different interests, some are predators and some are carnivores, and their strategies are therefore different. If a long term investor buys a stock, it might be smart for a short term trader to sell. Today it looks to me like when the sheep run off a cliff the wolves follow after.



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