This package performs the algorithm for time series clustering described in Nieto-Barajas and Contreras-Cristan (2014). The package contains functions to work with annual, monthly and quarterly time series data.
The main functions to accomplish the above are:
For a comprehensive guide on how to use the package, refer to the vignette attached to the package.
Martell-Juarez, D.A. and Nieto-Barajas, L.E.
Maintainer: David Alejandro Martell Juarez <firstname.lastname@example.org>
Nieto-Barajas, L.E. and Contreras-Cristan, A. (2014) A Bayesian Nonparametric Approach for Time Series Clustering. Bayesian Analysis Vol. 9, No. 1 147–170.