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

01/26/2021
by   Hans Van Eetvelde, et al.
0

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.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
01/17/2019

Prediction of the 2019 IHF World Men's Handball Championship - An underdispersed sparse count data regression model

In this work, we compare several different modeling approaches for count...
research
06/08/2018

Prediction of the FIFA World Cup 2018 - A random forest approach with an emphasis on estimated team ability parameters

In this work, we compare three different modeling approaches for the sco...
research
05/05/2020

Coronavirus and sports leagues: how to obtaina fair ranking if the season cannot resume?

Many sports leagues are played in a tightly scheduled round-robin format...
research
05/05/2020

Coronavirus and sports leagues: how to obtain a fair ranking if the season cannot resume?

Many sports leagues are played in a tightly scheduled round-robin format...
research
04/11/2022

What is the optimal schedule for the UEFA Champions League groups?

In a sports competition, a team might lose a powerful incentive to exert...
research
05/07/2020

Playing Minecraft with Behavioural Cloning

MineRL 2019 competition challenged participants to train sample-efficien...
research
11/16/2012

Gliders2012: Development and Competition Results

The RoboCup 2D Simulation League incorporates several challenging featur...

Please sign up or login with your details

Forgot password? Click here to reset