Technical Statistics and Regression Analysis of Men's Single Events in Tennis on Clay Courts.

Saved in:

Bibliographic Details
Title:	Technical Statistics and Regression Analysis of Men's Single Events in Tennis on Clay Courts.
Authors:	Wang, Ju'an¹ wangjuan0265@sina.com, Cao, Lili² 470254269@qq.com
Source:	IAENG International Journal of Applied Mathematics. Mar2026, Vol. 56 Issue 3, p1214-1220. 7p.
Subjects:	Regression analysis, Sports statistics, Tennis tournaments, Tennis, Tennis courts
Abstract:	This research aimed to identify the linear relationship between match scores and other technical statistical indicators and the main indicators behind the scores of men's tennis singles matches on clay courts. According to the research, ACES and serves do not determine the outcome of the match. One of the reasons behind the loser's defeat is their tendency to target the winner's forehand on the return of serve. No significant difference was found between winners and losers in receiving performance. The fewer unforced errors, the better competition status. Based on their contribution to the winner's total match points (dependent variable), the technical statistical indicators (independent variable) in this study are ranked as follows: unforced error, serve return points won, first serve points won and winner shot. [ABSTRACT FROM AUTHOR]
	Copyright of IAENG International Journal of Applied Mathematics is the property of International Association of Engineers (IAENG) and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database:	Engineering Source

Description
Abstract:	This research aimed to identify the linear relationship between match scores and other technical statistical indicators and the main indicators behind the scores of men's tennis singles matches on clay courts. According to the research, ACES and serves do not determine the outcome of the match. One of the reasons behind the loser's defeat is their tendency to target the winner's forehand on the return of serve. No significant difference was found between winners and losers in receiving performance. The fewer unforced errors, the better competition status. Based on their contribution to the winner's total match points (dependent variable), the technical statistical indicators (independent variable) in this study are ranked as follows: unforced error, serve return points won, first serve points won and winner shot. [ABSTRACT FROM AUTHOR]
ISSN:	19929978