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Dataset Information

Performance profiles of professional female tennis players in grand slams.


ABSTRACT:

Introduction

The aim of the study was to (i) analyze the match performance of professional female tennis players in different Grand Slams; (ii) model the relationships between match performance variables and relative quality; and (iii) build typical performance profiles for those players in Grand Slams.

Method

Data of a total of 1369 matches were collected within 2014-2017 four Grand Slams (Australian Open: n = 499; Roland Garros: n = 249; Wimbledon: n = 249 and US Open, n = 372). Correlations between 37 performance variables and relative quality (difference of expected rounds between two competing players of given ranking) were determined and automatically classified into two groups of magnitudes via two-step cluster analysis. Higher-correlated variables were used to build

SUBMITTER: Cui Y 

PROVIDER: S-EPMC6053165 | biostudies-literature | 2018

REPOSITORIES: biostudies-literature