Funclustering: 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.
Version: |
1.0.1 |
Depends: |
fda (≥ 2.2.6), R (≥ 2.15.1), methods |
Imports: |
Rcpp (≥ 0.10.3) |
LinkingTo: |
Rcpp, RcppEigen |
Published: |
2014-01-15 |
Author: |
Mohamed Soueidatt,*. |
Maintainer: |
Vincent KUBICKI <vincent.kubicki at inria.fr> |
License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
Copyright: |
Mohamed Soueidatt |
NeedsCompilation: |
yes |
SystemRequirements: |
GNU make |
In views: |
FunctionalData |
CRAN checks: |
Funclustering results |
Downloads:
Reverse dependencies:
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