Applied Mathematics and Nonlinear Sciences
Journal license

Journal

Applied Mathematics and Nonlinear Sciences


Volume
& Issue

Volume 6, Issue 2


Published
on

December 13, 2021


Pages

143-154


DOI

Article

Research and application of constructing football training linear programming based on multiple linear regression equation


Authors

YinZhuang Bai Affiliation:
College of Physical Education, Inner Mongolia Normal University, Hohhot 010020, China
, Aizhen Ren Affiliation:
College of Science, Inner Mongolia Agricultural University, Hohhot 010018, China
, Adil Omar Khadidos Affiliation:
Department of Information Technology, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia
and Moaiad Ahmad Khder Affiliation:
Applied Science University, Al Eker, Kingdom of Bahrain


Abstract

Based on the factors affecting sports performance, from a more comprehensive and broad perspective, after consulting the literature, 52 factors that affect the outcome of football matches are selected, including technology, tactics, physical fitness and referees’ penalties. By watching the video of the game, 52 influencing factors of 200 games and 400 teams were counted. The original data was statistically processed with correlation analysis and multiple linear regression analysis, and the statistics of the 26 European Cup games were substituted into the winning formula. To verify the scientific nature and objectivity of the formula, we aim to ascertain the core factors in the winning factors of a football game and the quantitative relationship between these factors and the result of the game, so as to provide a certain reference for football training, game analysis and scientific research. The technical and tactical ability of individuals and teams is the core competitive ability factor that affects the result of the game; from a single factor, 15 factor indicators have a significant impact on the result of a football match; on the whole, 10 factor indicators have a significant effect on the result of a football match. In addition, there is a certain quantitative relationship between these influencing factors and the results of the game; empirical evidence shows that the football game winning formula has a certain degree of science and objectivity.


Keywords

football match, winning factors, winning formula, multiple linear regression equation, 90C08


Citation

Bai, Y., Ren, A., Khadidos, A. O., & Khder, M. A. (2021). Research and application of constructing football training linear programming based on multiple linear regression equation. Applied Mathematics and Nonlinear Sciences, 6(2), 143–154. https://doi.org/10.2478/amns.2021.2.00063

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