The Probabilistic Final Standing Calculator: a fair stochastic tool to handle abruptly stopped football seasons

IF 1.4 4区 数学 Q2 STATISTICS & PROBABILITY
Hans Van Eetvelde, Lars Magnus Hvattum, Christophe Ley
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引用次数: 5

Abstract

The COVID-19 pandemic has left its marks in the sports world, forcing the full stop of all sports-related activities in the first half of 2020. Football leagues were suddenly stopped, and each country was hesitating between a relaunch of the competition and a premature ending. Some opted for the latter option and took as the final standing of the season the ranking from the moment the competition got interrupted. This decision has been perceived as unfair, especially by those teams who had remaining matches against easier opponents. In this paper, we introduce a tool to calculate in a fairer way the final standings of domestic leagues that have to stop prematurely: our Probabilistic Final Standing Calculator (PFSC). It is based on a stochastic model taking into account the results of the matches played and simulating the remaining matches, yielding the probabilities for the various possible final rankings. We have compared our PFSC with state-of-the-art prediction models, using previous seasons which we pretend to stop at different points in time. We illustrate our PFSC by showing how a probabilistic ranking of the French Ligue 1 in the stopped 2019–2020 season could have led to alternative, potentially fairer, decisions on the final standing.

Abstract Image

Abstract Image

概率终局计算器:一个公平的随机工具来处理突然停止的足球赛季
2019冠状病毒病大流行在体育界留下了印记,迫使所有与体育相关的活动在2020年上半年全面停止。足球联赛突然停止,每个国家都在重新启动比赛和过早结束之间犹豫不决。有些人选择了后者,并将比赛中断时的排名作为本赛季的最终排名。这一决定被认为是不公平的,特别是对于那些在剩下的比赛中面对更容易的对手的球队来说。在本文中,我们介绍了一个工具,以一种更公平的方式计算国内联赛的最终排名,这就是我们的概率最终排名计算器(PFSC)。它基于一个随机模型,考虑了比赛的结果,并模拟了剩余的比赛,产生了各种可能的最终排名的概率。我们将我们的PFSC与最先进的预测模型进行了比较,使用以前的季节,我们假装在不同的时间点停止。我们通过展示2019-2020赛季法甲联赛的概率排名如何导致对最终排名的替代,可能更公平的决定来说明我们的PFSC。
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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来源期刊
Asta-Advances in Statistical Analysis
Asta-Advances in Statistical Analysis 数学-统计学与概率论
CiteScore
2.20
自引率
14.30%
发文量
39
审稿时长
>12 weeks
期刊介绍: AStA - Advances in Statistical Analysis, a journal of the German Statistical Society, is published quarterly and presents original contributions on statistical methods and applications and review articles.
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