对趋均数回归感到惊讶

G. Smith, J. Cordes
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引用次数: 0

摘要

我们倾向于低估运气在生活中的作用——认为成功是努力得来的,失败是罪有应得。我们把暂时误解为永久,并发明理论来解释噪音。当意想不到的事情发生时,我们反应过度,并且太快地把意想不到的事情变成新的预期。理解趋均数回归的关键是看数据背后的东西——认识到,当我们看到一些非同寻常的东西时,很可能是运气的作用,因此,潜在的现象并不像看起来那么引人注目。不要与赌徒的“好运气后是坏运气”的谬论相混淆,向均值回归表明,极好的运气之后通常是不太好的运气。《体育画报》的厄运不过如此。每当存在不确定性时,由于对回归均值的认识不足,人们往往会做出错误的决定。
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Being Surprised by Regression Toward the Mean
We are predisposed to discount the role of luck in our lives—to believe that successes are earned and failures deserved. We misinterpret the temporary as permanent and invent theories to explain noise. We overreact when the unexpected happens, and are too quick to make the unexpected the new expected. The key to understanding regression toward the mean is to look behind the data—to recognize that when we see something remarkable, luck was most likely involved and, so, the underlying phenomenon is not as remarkable as it seems. Not to be confused with the gambler’s fallacy where good luck is followed by bad luck, regression toward the mean states that extremely good luck is generally followed by less extreme luck. The Sports Illustrated jinx is nothing more than this. Whenever there is uncertainty, people often make flawed decisions due to an insufficient appreciation of regression toward the mean.
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