Description
Fitting Latent Class Vector-Autoregressive (VAR) Models.
Description
Estimates latent class vector-autoregressive models via EM algorithm on time-series data for model-based clustering and classification. Includes model selection criteria for selecting the number of lags and clusters.
README.md
R-package clusterVAR
The package provides functions to estimate Latent Class Vector Autoregressive (VAR) models and perform model selection.
Ernst, A. F., Albers, C. J., Jeronimus, B. F., & Timmerman, M. E. (2020). Inter-individual differences in multivariate time-series. European Journal of Psychological Assessment.