Giovanni Toto

Bayesian local clustering of functional data via semi-Markovian random partitions

We introduce a Bayesian framework for indirect local clustering of functional data, leveraging B-spline basis expansions and a novel dependent random partition model. By exploiting the local support properties of B-splines, our approach allows partially coincident functional beha...