A package for functional data clustering.

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.


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install.packages("Funclustering")

1.0.1 by Vincent KUBICKI, 3 years ago


Browse source code at https://github.com/cran/Funclustering


Authors: Mohamed Soueidatt <mohamed.soueidatt@inria.fr>, <msoueidatt@gmail.com>*.


Documentation:   PDF Manual  


Task views: Functional Data Analysis


GPL (>= 2) license


Imports Rcpp

Depends on fda, methods

Linking to Rcpp, RcppEigen

System requirements: GNU make


Suggested by funcy.


See at CRAN