What If They Took the Shot? A Hierarchical Bayesian Framework for Counterfactual Expected Goals

Mikayil Mahmudlu, Oktay Karakuş, Hasan Arkadaş

This study develops a hierarchical Bayesian framework that integrates expert domain knowledge to quantify player-specific effects in expected goals (xG) estimation, addressing a li…