基于广义Bradley-Terry似然的冲浪比赛分析

IF 0.6 Q4 HOSPITALITY, LEISURE, SPORT & TOURISM Journal of Sports Analytics Pub Date : 2023-02-07 DOI:10.3233/jsa-220596
T. Driver, R. Hankin
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引用次数: 0

摘要

在这里,我们使用正式的统计方法分析竞技冲浪,特别是2019年男子世界冲浪联盟。我们使用广义布拉德利-特里似然来评估冲浪社区感兴趣的一些假设。我们使用可能性技术量化了顶级竞争者的主导地位,并以两种方式使用具体化实体继续研究“巴西风暴”现象。首先,我们评估了巴西人对海滩破碎和点破碎波浪类型的偏好;其次,我们从竞赛理论的角度考虑结果,并对竞争对手在场时竞争对手改变策略进行检验。我们量化了这些普遍假设的当代竞技冲浪特征的证据,并提出了进一步的研究途径。
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Analysis of competitive surfing tournaments with generalized Bradley-Terry likelihoods
Here we analyse competitive surfing, specifically the 2019 Men’s World Surf League, using formal statistical methods. We use generalized Bradley-Terry likelihoods to assess a number of hypotheses of interest to the surfing community. We quantify the dominance of the top competitors using likelihood techniques, and go on to study the “Brazilian storm” phenomenon using reified entities in two ways. Firstly we assess the supposed Brazilian preference for beach break and point break wave types; and secondly we consider results from the perspective of tournament theory and test for competitors modifying their strategy in the presence of compatriot rivals. We quantify the evidence for these commonly assumed features of contemporary competitive surfing and suggest further avenues of research.
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9.10%
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