What does rally length tell us about player characteristics in tennis?

被引:2
|
作者
Dona, Nirodha Epasinghege [1 ]
Gill, Paramjit S. [2 ]
Swartz, Tim B. [1 ]
机构
[1] Simon Fraser Univ, Dept Stat & Actuarial Sci, 8888 Univ Dr, Burnaby, BC V5A1S6, Canada
[2] Univ British Columbia Okanagan, Irving K Barber Fac Sci, Dept Comp Sci Math Phys & Stat, 1177 Res Rd, Kelowna, BC V1V1V7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
ATP and WTA tours; Bayesian inference; rally length; tennis analytics; MODEL;
D O I
10.1093/jrsssa/qnae027
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
This article proposes increasingly complex models based on publicly available data involving rally length. The models provide insights regarding player characteristics involving the ability to extend rallies and relates these characteristics to performance measures. The analysis highlights some important features that make a difference between winning and losing, and therefore provides feedback on how players may improve.
引用
收藏
页码:188 / 204
页数:17
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