Bayesian hierarchical model for the prediction of football results
From MaRDI portal
Publication:5123514
DOI10.1080/02664760802684177OpenAlexW2109802089MaRDI QIDQ5123514
Gianluca Baio, Marta Blangiardo
Publication date: 29 September 2020
Published in: Journal of Applied Statistics (Search for Journal in Brave)
Full work available at URL: http://hdl.handle.net/10281/4811
bivariate Poisson distributionBayesian hierarchical modelsPoisson-log normal modelfootball dataovershrinkage
Related Items (14)
A probabilistic model for explaining the points achieved by a team in football competition: forecasting and regression with applications to the Spanish league ⋮ Reference points for getting a target in a soccer competition. A probabilistic model with applications to the Spanish and English Premier League ⋮ A discrete-time and finite-state Markov Chain model for association football matches ⋮ The relative importance of ability, luck and motivation in team sports: a Bayesian model of performance in the English rugby premiership ⋮ The role of passing network indicators in modeling football outcomes: an application using Bayesian hierarchical models ⋮ Estimating the change in soccer's home advantage during the covid-19 pandemic using bivariate Poisson regression ⋮ Bayesian hierarchical models for the prediction of the driver flow and passenger waiting times in a stochastic carpooling service ⋮ Guest editorial: Special issue on machine learning for soccer ⋮ Modeling outcomes of soccer matches ⋮ Joint modelling of two count variables when one of them can be degenerate ⋮ Analysis of association football playing styles: An innovative method to cluster networks ⋮ Bayesian isotonic logistic regression via constrained splines: an application to estimating the serve advantage in professional tennis ⋮ Combining historical data and bookmakers’ odds in modelling football scores ⋮ Bayesian hierarchical models for the prediction of volleyball results
Cites Work
This page was built for publication: Bayesian hierarchical model for the prediction of football results