Winning a Tournament According to Bradley-Terry Probability Model

Shuyang Gao, H. Mahmoud
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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 fastwith the number of teams and we seek approximations via multivariate Gaussian laws.
根据布拉德利-特里概率模型赢得比赛
我们在假定单场比赛获胜概率遵循Bradley-Terry模型[2]的情况下分析了赢得比赛的机会。我们给出了一个精确的解,并给出了几个使用它的例子。这些例子包括加州排球锦标赛、世界杯和欧洲冠军联赛的16强赛、职业网球协会锦标赛的小组赛以及意大利的排球超级联赛。解决方案的计算复杂性随着团队数量呈指数级增长,我们通过多元高斯定律寻求近似值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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