Articles Tagged "Prediction" | Penalty Analytics

Predicting Football Results Using Bayesian Modelling with Python and PyMC3

Published on August 25, 2021 by Martin Eastwood

This article looks at how to predict football results using a Bayesian hierarchical model built in Python and PyMC3...

Predicting Football Results Using Python and the Dixon and Coles Model

Published on June 24, 2021 by Martin Eastwood

Building on the last article, we upgrade our Poisson model with the Dixon and Coles adjustment and time decay...

Predicting Football Results With the Poisson Distribution

Published on June 18, 2021 by Martin Eastwood

A tutorial about predicting football results using Python and the Poisson distribution...

Predicting Football Using R

Published on November 02, 2014 by Martin Eastwood

I recently gave a presentation to the Manchester R Users' Group discussing how to predict football results using R. My presentation gave a brief overview of how to create a Poisson model in R and a...