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  • 标题:On the credibility of basketball scoring efficiency
  • 本地全文:下载
  • 作者:Antonio Ángel Pulgarín García ; José Pablo Arias-Nicolás ; Héctor Valentín Jiménez-Naranjo
  • 期刊名称:Electronic Journal of Applied Statistical Analysis
  • 电子版ISSN:2070-5948
  • 出版年度:2017
  • 卷号:10
  • 期号:3
  • 页码:666-676
  • 语种:English
  • 出版社:University of Salento
  • 摘要:Our aim deals with appraising the scoring efficiency of a player in terms ofpoints scored per hundred possessions. A Bayesian approach to theproblem, should reflect not only individual scoring skills, but also takinginto account the collective performance. In this wide context, credibilitytheory becomes an adequate mechanism deciding whether scoringefficiency calculation to be more or less plausible. We model the scoringper possession process by means of the conjugated family Multinomial-Dirichletin order to obtain a net scoring efficiency credibility formula.
  • 其他摘要:Our aim deals with appraising the scoring efficiency of a player in terms ofpoints scored per hundred possessions. A Bayesian approach to theproblem, should reflect not only individual scoring skills, but also takinginto account the collective performance. In this wide context, credibilitytheory becomes an adequate mechanism deciding whether scoringefficiency calculation to be more or less plausible. We model the scoringper possession process by means of the conjugated family Multinomial-Dirichletin order to obtain a net scoring efficiency credibility formula.
  • 关键词:Credibility factor; Multinomial-Dirichlet; scoring efficiency
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