[R] [R-pkgs] footBayes 0.1.0 for football modelling is on CRAN!
EGIDI LEONARDO
|eg|d| @end|ng |rom un|t@@|t
Tue Feb 22 15:41:48 CET 2022
Hi all,
just to inform you that the 'footBayes' package (version 0.1.0) is now on CRAN:
https://CRAN.R-project.org/package=footBayes<https://cran.r-project.org/package=footBayes>
The package wants to be the most comprehensive tool for the football (soccer) modelling ecosystem.
As such, it allows the estimation, the visualization and the prediction for the most
well-known football (soccer) models, according to the references:
Dixon and Coles (1997) <doi:10.1111/1467-9876.00065>,
Karlis and Ntzoufras (2003) <doi:10.1111/1467-9884.00366> and
Egidi, Pauli and Torelli (2018) <doi:10.1177/1471082X18798414>.
In brief, the goal of ```footBayes``` is to propose a complete workflow to:
- fit the most well-known football models: double Poisson, bivariate Poisson, Skellam, student-t, according to both maximum likelihood and Bayesian methods (+ Hamiltonian Monte Carlo engine);
- visualize the teams' abilities, the model checks, the rank-league reconstruction;
- predict out-of-sample matches.
Try the package now and enjoy!
Best.
Leonardo Egidi
University of Trieste
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