Clustering Intensive Longitudinal Data Using VAR Model with Lasso Estimator

This study aimed to evaluate the performance of the Lasso estimator in clustering intensive longitudinal data using VAR models. The results from a series of simulation analyses showed that the implementation of the Lasso estimator was associated with improved clustering accuracy, which was particularly true with the GMM clustering algorithm.