Parking the bus

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2023-05-30 DOI:10.1515/jqas-2021-0059

Tianyu Guan, Jiguo Cao, T. Swartz

引用次数: 0

Abstract

Abstract This paper explores defensive play in soccer. The analysis is predicated on the assumption that the area of the convex hull formed by the players on a team provides a proxy for defensive style where small areas coincide with a greater defensive focus. With the availability of tracking data, the massive dataset considered in this paper consists of areas of convex hulls, related covariates and shots taken during matches. Whereas the pre-processing of the data is an exercise in data science, the statistical analysis is carried out using linear models. The resultant messages are nuanced but the primary message suggests that an extreme defensive style (defined by a small convex hull) is negatively associated with generating shots.

查看原文本刊更多论文

停车

摘要:本文探讨足球中的防守打法。分析是基于这样的假设，即由球队球员形成的凸壳区域提供了防守风格的代理，即小区域与更大的防守焦点相一致。随着跟踪数据的可用性，本文考虑的海量数据集由凸壳区域、相关协变量和比赛期间拍摄的镜头组成。虽然数据的预处理是数据科学中的一项练习，但统计分析是使用线性模型进行的。由此产生的信息是微妙的，但主要信息表明，极端的防守风格(由小凸壳定义)与投篮产生负相关。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文求助全文

来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.