Model-Based Clustering of Football Event Sequences: A Marked Spatio-Temporal Point Process Mixture Approach

Koffi Amezouwui, Brigitte Gelein, Matthieu Marbac +1

We propose a novel mixture model for football event data that clusters entire possessions to reveal their temporal, sequential, and spatial structure. Each mixture component models…