用贝叶斯方法估计泊松均值及其在NBA三分球中的应用

P. Williamson
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引用次数: 0

摘要

对泊松均值提出了贝叶斯可信区间。将这些区间与文献中发现的五个经典置信区间进行比较。进行模拟研究以比较使用两种不同标准的程序,并试图确定哪种程序对各种参数值和样本量表现最佳。以圣安东尼奥马刺队的三分出手数和三分投中数估算为例。
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Bayesian Approach to the Estimation of a Poisson Mean with Application to NBA Three Point Attempts
Bayesian Credible Intervals are proposed for a Poisson mean. These intervals are compared to five classical confidence intervals found in the literature. A simulation study is performed to compare the procedures using two different criteria and it is attempted to determine which of the procedures performs best for various values of the parameter and sample size. Estimation of the number of three-point shot attempts and three-point shot makes by the San Antonio Spurs is given as an example.
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CiteScore
0.70
自引率
33.30%
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0
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