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Winning a Tournament According to Bradley-Terry Probability Model.

Authors :
Shuyang Gao
Mahmoud, Hosam
Source :
Statistics, Optimization & Information Computing; Mar2023, Vol. 11 Issue 2, p332-344, 13p
Publication Year :
2023

Abstract

We analyze the chances of winning a tournament under the assumption that the probabilities of winning individual matches follow Bradley-Terry model [2]. We present an exact solution and show a few examples of its use. The examples are from California volleyball tournaments, the round of sixteen in the World Cup and the Champions League, the group stage of the Association of Tennis Professionals tournament, and the volleyball SuperLega in Italy. The computational complexity of the solution grows exponentially fast with the number of teams and we seek approximations via multivariate Gaussian laws. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
2311004X
Volume :
11
Issue :
2
Database :
Complementary Index
Journal :
Statistics, Optimization & Information Computing
Publication Type :
Academic Journal
Accession number :
169860320
Full Text :
https://doi.org/10.19139/soic-2310-5070-1490