Funclustering: Functional Data Clustering

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.

Package details

AuthorMohamed Soueidatt [aut], Cristian Preda [aut, cre], Julien Jacques [aut], Vincent Kubicki [ctb]
MaintainerCristian Preda <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on R-Forge
Installation Install the latest version of this package by entering the following in R:
install.packages("Funclustering", repos="")

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Funclustering documentation built on May 2, 2019, 5:05 p.m.