June 15th, 2006, 9:53 pm
These funds work in similar ways. They start with a bunch of historical data: price histories, fundamental data, and more. They look for correlations, cointegration, and other statistical anomalies that will help devise a profitable trading system. First one or two were doing it, then ten or twenty, now maybe the number is in the hundreds?Regardless of the exact equations and methods used, it's a safe bet that most of these funds got roughly the "same answers" during their research tests.Many of them are in the same trades. When a trade start going bad, what can they do? Some one or two funds decide they want to reduce their exposure, so they bring in their shorts and sell out their longs. This exaggerates the difference for the next few funds who do the same thing. Pretty soon you have a large scale unwinding of their positions. Now consider this across multiple securities.Suddenly correlations that never existed before exist because the hedge funds provide a connection across the previously disconnected securities. A set of previously uncorrelated pairs trades all have correlation, and they are all going in the wrong direction for most of these funds. It's just a sign that there are too many people out there doing the same thing.By the way, these stat arb shops are all longer term? Or are some of them doing high frequency trading across these pairs? Usually the high frequency guys can adapt more quickly.