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May 13 / Jonathan

Rats Outperform Humans in Interpreting Data

Via Mark Thoma. Lots more, mainly on spurious data mining.

Rats Outperform Humans in Interpreting Data

Laboratory experiments show that rats outperform humans in interpreting data… The amazing finding on rats is described in an equally amazing book by Leonard Mlodinow. The experiment consists of drawing green and red balls at random, with the probabilities rigged so that greens occur 75 percent of the time. The subject is asked to watch for a while and then predict whether the next ball will be green or red. The rats followed the optimal strategy of always predicting green (I am a little unclear how the rats communicated, but never mind). But the human subjects did not always predict green, they usually want to do better and predict when red will come up too, engaging in reasoning like “after three straight greens, we are due for a red.” As Mlodinow says, “humans usually try to guess the pattern, and in the process we allow ourselves to be outperformed by a rat.” …

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