Bayesian Nonparametric Dynamical Clustering of Time Series

Adrián Pérez-Herrero, Paulo Félix, Jesús Presedo +1

We present a method that models the evolution of an unbounded number of time series clusters by switching among an unknown number of regimes with linear dynamics. We develop a Baye…