Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data

Hien D Nguyen, Geoffrey J McLachlan, Pierre Orban +2

Mixture of autoregressions (MoAR) models provide a model-based approach to the clustering of time series data. The maximum likelihood (ML) estimation of MoAR models requires the ev…