Funclustering (version 1.0.2)

Functional Data Clustering

Description

This package proposes a model-based clustering algorithm for multivariate functional data. The parametric mixture model, based on the assumption of normality of the principal components resulting from a multivariate functional PCA, is estimated by an EM-like algorithm. The main advantage of the proposed algorithm is its ability to take into account the dependence among curves.

Copy Link

Version

Down Chevron

Install

install.packages('Funclustering')

Monthly Downloads

34

Version

1.0.2

License

GPL (>= 2)

Maintainer

Last Published

November 24th, 2018

Functions in Funclustering (1.0.2)