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热门(无形?)之手:在体育比赛中成功/失败的时间序列模式是否可以建模为重复的随机独立试验?

The hot (invisible?) hand: can time sequence patterns of success/failure in sports be modeled as repeated random independent trials?

机构信息

Department of Pathology, Yale School of Medicine, Yale University, New Haven, Connecticut, United States of America.

出版信息

PLoS One. 2011;6(10):e24532. doi: 10.1371/journal.pone.0024532. Epub 2011 Oct 5.

Abstract

The long lasting debate initiated by Gilovich, Vallone and Tversky in [Formula: see text] is revisited: does a "hot hand" phenomenon exist in sports? Hereby we come back to one of the cases analyzed by the original study, but with a much larger data set: all free throws taken during five regular seasons ([Formula: see text]) of the National Basketball Association (NBA). Evidence supporting the existence of the "hot hand" phenomenon is provided. However, while statistical traces of this phenomenon are observed in the data, an open question still remains: are these non random patterns a result of "success breeds success" and "failure breeds failure" mechanisms or simply "better" and "worse" periods? Although free throws data is not adequate to answer this question in a definite way, we speculate based on it, that the latter is the dominant cause behind the appearance of the "hot hand" phenomenon in the data.

摘要

由吉尔罗伊奇、瓦隆和特沃斯基在[公式:见正文]中引发的长期争论被重新审视:在体育中是否存在“火热手感”现象?在此,我们回到原始研究分析的案例之一,但使用了更大的数据集:美国国家篮球协会(NBA)五个常规赛赛季的所有罚球([公式:见正文])。提供了支持“火热手感”现象存在的证据。然而,尽管在数据中观察到了这种现象的统计痕迹,但仍有一个悬而未决的问题:这些非随机模式是“成功孕育成功”和“失败孕育失败”机制的结果,还是仅仅是“更好”和“更差”的时期?尽管罚球数据不能以确定的方式回答这个问题,但我们根据它推测,在后一种情况下,数据中“火热手感”现象的出现主要是由“更好”和“更差”时期造成的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/548d/3187751/bec507b2b21f/pone.0024532.g001.jpg

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