{"title":"外籍球员对英格兰足球超级联赛的影响:数学分析","authors":"Amit K Chattopadhyay, A. Abdul, Sudhir Jain","doi":"arxiv-2407.19285","DOIUrl":null,"url":null,"abstract":"We undertake extensive analysis of English Premier League data over the\nperiod 2009/10 to 2017/18 to identify and rank key factors affecting the\neconomic and footballing performances of the teams. Alternative end-of-season\nleague tables are generated by re-ranking the teams based on five different\ndescriptors - total expenditure, total funds spent on players, total funds\nspent on foreign players, the ratio of foreign to British players and the\noverall profit. The unequal distribution of resources and expenditure between\nthe clubs is analyzed through Lorenz curves. A comparative analysis of the\ndifferences between the alternative tables and the conventional end-of-season\nleague table establishes the most likely factors to influence the performances\nof the teams that we also rank using Principal Component Analysis. We find that\nthe top teams in the league are also those that tend to have the highest\nexpenditure overall, for all players, including foreign players; they also have\nthe highest ratios of foreign to British players. Our statistical and machine\nlearning study also indicates that successful performance on the field may not\nguarantee healthy profits at the end of the season.","PeriodicalId":501323,"journal":{"name":"arXiv - STAT - Other Statistics","volume":"20 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Impact of Foreign Players in the English Premier League: A Mathematical Analys\",\"authors\":\"Amit K Chattopadhyay, A. Abdul, Sudhir Jain\",\"doi\":\"arxiv-2407.19285\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We undertake extensive analysis of English Premier League data over the\\nperiod 2009/10 to 2017/18 to identify and rank key factors affecting the\\neconomic and footballing performances of the teams. Alternative end-of-season\\nleague tables are generated by re-ranking the teams based on five different\\ndescriptors - total expenditure, total funds spent on players, total funds\\nspent on foreign players, the ratio of foreign to British players and the\\noverall profit. The unequal distribution of resources and expenditure between\\nthe clubs is analyzed through Lorenz curves. A comparative analysis of the\\ndifferences between the alternative tables and the conventional end-of-season\\nleague table establishes the most likely factors to influence the performances\\nof the teams that we also rank using Principal Component Analysis. We find that\\nthe top teams in the league are also those that tend to have the highest\\nexpenditure overall, for all players, including foreign players; they also have\\nthe highest ratios of foreign to British players. Our statistical and machine\\nlearning study also indicates that successful performance on the field may not\\nguarantee healthy profits at the end of the season.\",\"PeriodicalId\":501323,\"journal\":{\"name\":\"arXiv - STAT - Other Statistics\",\"volume\":\"20 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-07-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - STAT - Other Statistics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2407.19285\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - STAT - Other Statistics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2407.19285","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Impact of Foreign Players in the English Premier League: A Mathematical Analys
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.