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

YinZhuang Bai,Moaiad Ahmad Khder,Adil Omar Khadidos,Aizhen Ren

doi:10.2478/amns.2021.2.00063

Abstract

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.

Highlights

Training theory research and football competition practice show that factors such as the competitive ability of their own players and the team’s group competitive ability, the opponent’s competitive ability and the team’s group competitive ability, and the referee’s law enforcement ability and moral quality determine the football competition results
The contradictory analysis method provided by the law of the unity of opposites of materialist dialectics enlightens us: Among the many complex factors that determine the result of a football match, some factors have a decisive influence on the result of a football match
The original data was statistically processed using correlation analysis and multiple linear regression analysis, and the European Cup was used as the source

Summary

Introduction

Training theory research and football competition practice show that factors such as the competitive ability of their own players and the team’s group competitive ability, the opponent’s competitive ability and the team’s group competitive ability, and the referee’s law enforcement ability and moral quality determine the football competition results. The contradictory analysis method provided by the law of the unity of opposites of materialist dialectics enlightens us: Among the many complex factors that determine the result of a football match, some factors have a decisive influence on the result of a football match These factors are a football team’s training and guarantee work. The statistical data of 26 games is substituted into the winning formula to verify the scientific nature and objectivity of the formula It aims to find out the decisive factors that affect the results of football matches and the inherent quantitative relationships between these factors, and is the focus of training for all types of football teams. The determination of football as the target of our analysis and the analysis of player and team performance provide certain theoretical guidance, and provide new ideas for the research of football researchers [1]

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