摘要
依据中超联赛数据库中反映球队技战术能力的22项指标,使用主成分分析法和Q型聚类方法对2011赛季中国足球超级联赛各参赛队的技战术能力进行了分析,并使用斯皮尔曼相关系数和方差分析的方法对结果进行了检验。结果表明,主成分分析和Q型聚类联合使用能够有效和客观的量化各队的技战术综合能力,可以作为各队实力的重要参考。
Both principal component analysis and cluster analysis were used to evaluate the comprehensive technical and tactical abilities of each football team based on 22 typical indexes in Chinese Football Super League database. The analyzed results were also tested by methods of Spearman＇s correlation coefficient and analysis variance. This paper proved that joint application of principal component analysis and cluster analysis might quantify the comprehensive technical and tactical ability effectively,and the results could illustrate objectively the performance of each football team.
出处
《河北科技师范学院学报》
CAS
2016年第1期35-42,56,共9页
Journal of Hebei Normal University of Science & Technology
基金
"北京市大学生科学研究创新项目"的支持
关键词
足球
中超联赛
技战术综合能力
主成分分析
聚类分析
football
Chinese Super League（CSL）
comprehensive technical and tactical ability
principal component analysis
cluster analysis
