Funclustering: A package for functional data clustering.
Version 1.0.1

This packages 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.

Package details

AuthorMohamed Soueidatt <mohamed.soueidatt@inria.fr>, <msoueidatt@gmail.com>*.
Date of publication2014-01-15 11:52:11
MaintainerVincent KUBICKI <vincent.kubicki@inria.fr>
LicenseGPL (>= 2)
Version1.0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("Funclustering")

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Funclustering documentation built on May 29, 2017, 8:44 p.m.