<i>Bayes-xG</i>: player and position correction on expected goals (xG) using Bayesian hierarchical approach.

However, the introduction of additional predictors in the models diminished the positional effects to the extent that they became almost insignificant (Extended xG), suggesting that player position had minimal impact on xG when considering more shot-related factors (Bayes-xG 2 ).

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