Showing posts with label in the land of the blind. Show all posts
Showing posts with label in the land of the blind. Show all posts
Wednesday, May 09, 2012
Fooled by randomness?
Wikipedia tells me Philip Tetlock is a distinguished chaired professor at Penn, who is best known for being highly skeptical of the value of "expert" forecasts.
Yet today here is a guest post up at Marginal Revolution from him this morning that I find extremely confusing. Tetlock is describing a multi-year forecasting experiment and doing things that I find quite surprising/shocking.
First consider the claim is that the forecasters did well because an ex-post weighted average of the "most insightful and engaged forecasters" crushed a control group.
Yikes!
In fact, they did so well that the Tetlock's group is breaking their planned experimental study after one year and is creating a group of "super-forecasters" based on their first year track record.
Double Yikes!
People, in a small sample stochastic environment, there will always be individuals that do better than others. This could purely be by chance. If you ex-post weight them higher, you can get a very impressive short term performance.
Generally speaking though, godding them up and following their forecasts into the future is a fools game, because their success was just short term randomness, or in plainer terms, luck.
Or as Mrs. Angus succinctly put it: "mean reversion, y'all".
If you do decided to enter the contest, you may find this information helpful.
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