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 <[email protected]>, <[email protected]>*.
MaintainerORPHANED
LicenseGPL (>= 2)
Version1.0.2
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 Nov. 25, 2018, 1:04 a.m.