文章基本信息

标题：Regular point scoring by professional basketball players
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作者：Manuel Ruiz Marin ; Fernando Lopez ; Jose Antonio Martinez 等
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：759-772
语种：English
出版社：University of Salento
摘要：In this paper we study the performance of basketball players paying special attention to stability and regularity with the focus on points scored. To this end we model regularity using the median absolute deviation for variables explaining its variation and we employed the Cochran variance outlier test to identify the players with largest variance in his performance. Also we analyze the ordinal patterns of player’s performance considering short term evaluations (3 games per week). Our research provides an advancement on a simple but important question in basketball metrics: how to measure regularity in points scored and which factors may influence it.
其他摘要：In this paper we study the performance of basketball players paying special attention to stability and regularity with the focus on points scored. To this end we model regularity using the median absolute deviation for variables explaining its variation and we employed the Cochran variance outlier test to identify the players with largest variance in his performance. Also we analyze the ordinal patterns of player’s performance considering short term evaluations (3 games per week). Our research provides an advancement on a simple but important question in basketball metrics: how to measure regularity in points scored and which factors may influence it.
关键词：performance;regularity;linear mixed model;ordinal patterns