Open Conference Systems, CLADAG2023

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Modelling soccer players field position via mixture of Gaussians with flexible weights
Marco Berrettini

Last modified: 2023-05-24


An empirical analysis on players' position on the field throughout a soccer match is presented. For this purpose, a Bayesian mixture of experts model is defined, allowing for flexible specification of concomitant covariates on the component weights as smooth functions represented by cubic splines.