复合评级方法:适用于欧洲篮球联赛
Andrius Ambrutis1, Mantas Povilaitis1
1Lithuanian Energy Institute, Laboratory of Nuclear Installation Safety, kaunas, Lithuania.
Journal of sports sciences
|March 6, 2024
概括
本研究介绍了复合评分方法 (CRM),这是评估篮球运动员和球队在各联赛中的新方法. 为了更好的绩效分析,CRM通过考虑所有行动,而不仅仅是统计数据,提供准确的排名.
科学领域:
- 运动分析 运动分析
- 绩效评价 绩效评价 绩效评价 绩效评价
- 篮球统计 篮球统计
背景情况:
- 传统的篮球表现指标往往忽略了关键的非统计贡献.
- 现有的排名系统在评估各种玩家和团队行动时可能缺乏全面性.
- 需要综合方法来评估跨多个篮球联盟的表现.
研究的目的:
- 介绍综合评分方法 (CRM) 用于整体的篮球表现评估.
- 通过整合多样化的绩效数据,开发一种新的方法来对球员和球队进行排名.
- 提高体育表现指标的准确性和全面性.
主要方法:
- 使用了欧洲联赛,欧洲杯和篮球冠军联赛的数据.
- 开发了一个由ELO,PER,进攻和防守等级启发的算法框架.
- 纳入超出标准个人统计数据的数据,以进行全面评估.
主要成果:
- CRM为篮球运动员和球队提供准确和全面的排名.
- 该方法对在传统个人统计中未被捕捉的行为进行了计算.
- 证明了复合评级方法的预测能力.
结论:
- CRM为篮球绩效评估提供了一个平衡和全面的方法.
- 该方法推进了体育分析和绩效指标领域的发展.
- CRM有可能在各种篮球联赛和潜在的其他运动中应用.
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