kml: K-Means for Longitudinal Data

An implementation of k-means specifically design to cluster longitudinal data. It provides facilities to deal with missing value, compute several quality criterion (Calinski and Harabatz, Ray and Turie, Davies and Bouldin, BIC, ...) and propose a graphical interface for choosing the 'best' number of clusters.

Author
Christophe Genolini [cre, aut], Bruno Falissard [ctb]
Date of publication
2016-02-16 23:12:45
Maintainer
Christophe Genolini <christophe.genolini@u-paris10.fr>
License
GPL (>= 2)
Version
2.4.1
URLs

View on CRAN

Man pages

affectFuzzyIndiv
~ Function: affectFuzzyIndiv ~
affectIndiv
~ Functions: affectIndiv & affectIndivC ~
calculTrajFuzzyMean
~ Function: calculTrajFuzzyMean ~
calculTrajMean
~ Functions: calculTrajMean & calculTrajMeanC ~
choice
~ Function: choice ~
clusterLongData
~ Function: clusterLongData (or cld) ~
ClusterLongData-class
~ Class: ClusterLongData ~
epipageShort
~ Data: epipageShort ~
fuzzyKmlSlow
~ Algorithm fuzzy kml: Fuzzy k-means for Longitidinal data ~
generateArtificialLongData
~ Function: generateArtificialLongData (or gald) ~
getBestPostProba
~ Function: getBestPostProba ~
getCluster
~ Function: getClusters ~
kml
~ Algorithm kml: K-means for Longitidinal data ~
kml-internal
~ Internal KmL objects and methods ~
kml-package
~ Overview: K-means for Longitudinal data ~
parKml
~ Function: parKml ~
ParKml-class
~ Class: "ParKml" ~
plot
~ Function: plot for ClusterLongData ~
plotMeans
~ Function: plotMeans for ClusterLongData ~
plotTraj
~ Function: plotTraj for ClusterLongData ~

Files in this package

kml
kml/inst
kml/inst/CITATION
kml/src
kml/src/kml.c
kml/src/kml.h
kml/NAMESPACE
kml/data
kml/data/epipageShort.csv.gz
kml/R
kml/R/parChoice.R
kml/R/parKml.R
kml/R/kml.R
kml/R/clusterLongData.R
kml/R/global.R
kml/MD5
kml/DESCRIPTION
kml/man
kml/man/kml-package.Rd
kml/man/kml.Rd
kml/man/getBestPostProba.Rd
kml/man/clusterLongData.Rd
kml/man/epipageShort.Rd
kml/man/affectIndiv.Rd
kml/man/plotTraj.Rd
kml/man/calculTrajFuzzyMean.Rd
kml/man/choice.Rd
kml/man/parKml.Rd
kml/man/fuzzyKmlSlow.Rd
kml/man/affectFuzzyIndiv.Rd
kml/man/generateArtificialLongData.Rd
kml/man/kml-internal.Rd
kml/man/ParKml-class.Rd
kml/man/ClusterLongData-class.Rd
kml/man/calculTrajMean.Rd
kml/man/plot.Rd
kml/man/getCluster.Rd
kml/man/plotMeans.Rd