A Bayesian inference approach for determining player abilities in football

Gavin A. Whitaker, Ricardo Silva, Daniel Edwards +1

We consider the task of determining a football player's ability for a given event type, for example, scoring a goal. We propose an interpretable Bayesian model which is fit using v…