Funclustering: A package for functional data clustering.
Version 1.0.1

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.

AuthorMohamed Soueidatt <mohamed.soueidatt@inria.fr>, <msoueidatt@gmail.com>*.
Date of publication2014-01-15 12:17:19
MaintainerVincent KUBICKI <vincent.kubicki@inria.fr>
LicenseGPL (>= 2)
Version1.0.1
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("Funclustering", repos="http://R-Forge.R-project.org")

Getting started

Package overview

Popular man pages

cppMultiData: The C++ code, of this package take to run from the data two...
Funclustering-package: A package for functional data clustering.
harmsCut: Separates the matrices of the coefficients of harmonics
mfpca: Multivariate functional pca
mfpcaPlot: Plot multivariate functional pca
Output-class: Constructor of Output class
plotfd: plot a functional data object
See all...

All man pages Function index File listing

Man pages

cppMultiData: The C++ code, of this package take to run from the data two...
cppUniData: The C++ code, of this package take to run from the data two...
funclust: funclust, clustering multivariate functional data
Funclustering-package: A package for functional data clustering.
harmsCut: Separates the matrices of the coefficients of harmonics
Input-class: Constructor of Input class
mfpca: Multivariate functional pca
mfpcaPlot: Plot multivariate functional pca
Output-class: Constructor of Output class
plotfd: plot a functional data object
plotOC: plot Original Curves

Functions

Funclustering Man page
Funclustering-package Man page
Input-class Man page
Output-class Man page
cppMultiData Man page Source code
cppUniData Man page Source code
funclust Man page Source code
harmsCut Man page Source code
mfpca Man page Source code
mfpcaPlot Man page Source code
plotOC Man page Source code
plotfd Man page Source code

Files

DESCRIPTION
NAMESPACE
R
R/cpp_data.R
R/funclust.r
R/harmCut.r
R/input.R
R/mfpca.R
R/mfpcaPlot.R
R/output.R
R/plot.R
man
man/Funclustering-package.Rd
man/Input-class.Rd
man/Output-class.Rd
man/cppMultiData.Rd
man/cppUniData.Rd
man/funclust.Rd
man/harmsCut.Rd
man/mfpca.Rd
man/mfpcaPlot.Rd
man/plotOC.Rd
man/plotfd.Rd
src
src/Funclustering
src/Funclustering/makefile
src/Funclustering/src
src/Funclustering/src/IAlgo
src/Funclustering/src/IAlgo/EMAlgo.cpp
src/Funclustering/src/IAlgo/EMAlgo.h
src/Funclustering/src/IAlgo/IAlgo.cpp
src/Funclustering/src/IAlgo/IAlgo.h
src/Funclustering/src/IModel
src/Funclustering/src/IModel/IModel.cpp
src/Funclustering/src/IModel/IModel.h
src/Funclustering/src/IModel/Model.cpp
src/Funclustering/src/IModel/Model.h
src/Funclustering/src/IStrategy
src/Funclustering/src/IStrategy/IStrategy.cpp
src/Funclustering/src/IStrategy/IStrategy.h
src/Funclustering/src/IStrategy/SimpleStrategy.cpp
src/Funclustering/src/IStrategy/SimpleStrategy.h
src/Makevars
src/Makevars.win
src/RfunclustMain.cpp
src/conversion.h
src/mfpca.cpp
Funclustering documentation built on May 21, 2017, 1:28 a.m.

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