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我国十项全能优秀运动员成绩因子分析与线性回归——基于我国第11~13届全运会数据 被引量:2

Factor Analysis and Linear Regression of the Performance of Elite Decathlon Athletes in China——Based on the Data of the 11th ~ 13th China national games
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摘要 采用文献资料法、数理统计法、因子分析法,对第11~13届全运会我国男子十项全能优秀运动员成绩进行了因子分析与线性回归分析。研究认为:“下肢爆发因子”、“上肢力量因子”与“跑步耐力因子”是影响我国男子十项全能运动员运动成绩的3个主因子,并将成绩总分作为因变量,3个主因子中载荷值大于0.7的主要影响指标因素作为自变量进行了多元线性回归分析,结果表明,对我国男子十项全能运动员总分影响从大到小的单项分别为:铅球、110米栏、铁饼、1500m跑、100m跑。 Using the methods of literature, mathematical statistics and factor analysis, this paper analyzes the performance of Chinese Men's Decathlon elite athletes in the 11th ~ 13th national games by factor analysis and linear regression. Study shows:“the lower extremities burst factor”,“upper body strength factor” and “running endurance factor” are the three main factors of affecting the athletic performance of Chinese Men's Decathlon athletes. Take the total score as the dependent variable and Take the three main influencing factors that the principal factor loading value > 0.7 as independent variables, performing multivariate linear regression analysis. The results show that the influence on the total score of Chinese Men's Decathlon athletes is as follows: Shot put, 110m hurdles, discus, 1500m, 100m.
作者 王翔宇 张婕 王晓昀 耿迪 WANG Xiangyu;ZHANG Jie;WANG Xiaoyun(Chengdu Sport University,Chengdu Sichuan,610041,China;Sichuan Sport Science Research Institution,ChengduSichuan,610041,China;Sichuan Tourism University,Chengdu Sichuan,610100,China)
出处 《四川体育科学》 2019年第3期56-60,共5页 Sichuan Sports Science
关键词 中国 田径 男子十项全能 因子分析 线性回归 全运会 China Track and Field Men's Decathlon Factor analysis Linear regression The national games
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