The Impact of Foreign Players in the English Premier League: A Mathematical Analys

Amit K Chattopadhyay, A. Abdul, Sudhir Jain
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Abstract

We undertake extensive analysis of English Premier League data over the period 2009/10 to 2017/18 to identify and rank key factors affecting the economic and footballing performances of the teams. Alternative end-of-season league tables are generated by re-ranking the teams based on five different descriptors - total expenditure, total funds spent on players, total funds spent on foreign players, the ratio of foreign to British players and the overall profit. The unequal distribution of resources and expenditure between the clubs is analyzed through Lorenz curves. A comparative analysis of the differences between the alternative tables and the conventional end-of-season league table establishes the most likely factors to influence the performances of the teams that we also rank using Principal Component Analysis. We find that the top teams in the league are also those that tend to have the highest expenditure overall, for all players, including foreign players; they also have the highest ratios of foreign to British players. Our statistical and machine learning study also indicates that successful performance on the field may not guarantee healthy profits at the end of the season.
外籍球员对英格兰足球超级联赛的影响:数学分析
我们对 2009/10 年至 2017/18 年期间的英格兰足球超级联赛数据进行了广泛分析,以确定影响球队经济和足球表现的关键因素并对其进行排名。我们根据五个不同的描述指标--总支出、花在球员身上的资金总额、花在外国球员身上的资金总额、外国球员与英国球员的比例以及总体利润--对球队进行重新排名,从而生成了备选的季末联赛排名表。通过洛伦兹曲线分析了各俱乐部之间资源和支出分配不均的情况。通过对备选表格与传统的赛季末联赛表格之间的差异进行比较分析,我们确定了最有可能影响球队表现的因素,并使用主成分分析法对这些因素进行了排序。我们发现,联赛排名靠前的球队往往也是所有球员(包括外籍球员)总体支出最高的球队;他们的外籍球员与英国球员的比例也最高。我们的统计和机器学习研究还表明,球场上的成功表现并不能保证赛季结束时的健康收益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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