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.


Reference manual

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1.0.1 by Vincent KUBICKI, 4 years ago

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

Authors: Mohamed Soueidatt <[email protected]>, <[email protected]>*.

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