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.
Modelling soccer players field position via mixture of Gaussians with flexible weights / Marco Berrettini; Giuliano Galimberti; Thomas Brendan Murphy; Saverio Ranciati. - ELETTRONICO. - (2023), pp. 351-354. (Intervento presentato al convegno CLADAG 2023 - 14th Scientific Meeting of the Classification and Data Analysis Group tenutosi a Salerno nel 11-13 settembre 2023).
Modelling soccer players field position via mixture of Gaussians with flexible weights
Marco Berrettini;Giuliano Galimberti;Saverio Ranciati
2023
Abstract
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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
