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kml3d (version 0.6)

K-means for joint Longitudinal data

Description

KmL3D is an implementation of k-means specificaly design to deal with joint longitudinal data (longitudinal data on several variable). It provide facilities to deal with missing value and propose a graphical interphace for chosing the correct number of clusters.

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Version

Install

install.packages('kml3d')

Monthly Downloads

703

Version

0.6

License

GPL (>= 2)

Homepage

http:www.r-project.org

Maintainer

Christophe Genolini

Last Published

November 24th, 2011

Functions in kml3d (0.6)

~ Function: imputation ~

Clustering-class

~ Class: Clustering ~

~ Class: LongData ~

~ Function: matDist3d ~

plot3dPdf,LongData

~ Function: plot3dPdf for LongData ~

ParWindows-class

~ Class: ParWindows ~

ListClustering-class

~ Class: ListClustering ~

~ Function: dist3d ~

~ Function: choice ~

Partition-class

~ Class: Partition ~

~ Overview: KmL3D, K-means for joint Longitudinal data ~

~ Function: parKml ~

~ Function: affectIndiv ~

partitionInitialise

~ Function: partitionInitialise ~

~ Class: "ParKml" ~

expandParLongData

~ Function: expandParLongData ~

~ Functions: parLongData, parTraj and parMean~

~ Algorithm kml: K-means for Longitidinal data ~

plot3d,LongData

~ Function: plot for LongData ~

clusterLongData

~ Function: clusterLongData (or cld) ~

restaureRealData

~ Function: restaureRealData ~

~ Function: as.longData ~

ParLongData-class

~ Class: ParLongData ~

ClusterLongData-class

~ Class: ClusterLongData ~

~ Function: scale for LongData ~

saveTrianglesAsASY

~ Function: saveTrianglesAsASY ~

plot3d,ClusterLongData

~ Function: plot3d for ClusterLongData ~

plot(ListCLustering)

~ Function: plot for ListClustering ~

as.clusterLongData

~ Function: as.clusterizLongData (or as.cld) ~

exportClustering

~ Function: exportClustering ~

ordered(ListClustering)

~ Function: ordered(ListClustering) ~

calculCriterion

~ Function: calculCriterion ~

resizePartition

~ Function: resizePartition ~

~ Constants define in the package ~

~ Function: partition ~

~ Function: clustering ~

~ Function: parWindows ~

ordered(Partition)

~ Function: ordered for Partition ~

~ Function: plot3dPdf for LongData ~

plot,ClusterLongData

~ function: plot for ClusterLongData ~

~ Function: windowsCut ~

~ Function: plot for LongData ~

~ Function: longData ~

~ Function: regroup ~

~ Function: makeLatexFile ~

~ Function: calculTrajMean ~

generateArtificialLongData

~ Function: generateArtificialLongData (or gald) ~