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.

AuthorChristophe Genolini [cre, aut], Bruno Falissard [ctb]
Date of publication2016-02-16 23:12:45
MaintainerChristophe Genolini <christophe.genolini@u-paris10.fr>
LicenseGPL (>= 2)
Version2.4.1
http:www.r-project.org

View on CRAN

Functions

addClusterization,ClusterizLongData-method Man page
addPartition,ClusterizLongData-method Man page
affectFuzzyIndiv Man page
affectIndiv Man page
affectIndivC Man page
as.clusterizLongData,LongData-method Man page
calculTrajFuzzyMean Man page
calculTrajMean Man page
calculTrajMeanC Man page
choice Man page
choiceChangeParam Man page
choice,ClusterizLongData-method Man page
choice,ClusterLongData-method Man page
cld Man page
clusterLongData Man page
clusterLongData,ANY,ANY,ANY,ANY,ANY,ANY Man page
clusterLongData,ANY,ANY,ANY,ANY,ANY,ANY-method Man page
[,ClusterLongData,ANY-method Man page
[,ClusterLongData,ANY,missing-method Man page
[<-,ClusterLongData,character,missing,missing-method Man page
ClusterLongData_choice Man page
ClusterLongData-class Man page
[<-,ClusterLongData-method Man page
[,ClusterLongData-method Man page
clusterLongData,missing,missing,missing,missing,missing,missing Man page
clusterLongData,missing,missing,missing,missing,missing,missing- Man page
cutScreen Man page
epipageShort Man page
expandStartingCond Man page
exportPartition Man page
exportPartition Man page
exportPartition,ClusterLongData,numeric Man page
exportPartition,ClusterLongData,numeric-method Man page
fastOrSlow Man page
fuzzyKmlSlow Man page
gald Man page
generateArtificialLongData Man page
getBestPostProba Man page
getCalinskiCriterion,ClusterizLongData-method Man page
getClusterizList,ClusterizLongData,missing,missing-method Man page
getClusterizList,ClusterizLongData,numeric,missing-method Man page
getClusterizList,ClusterizLongData,numeric,numeric-method Man page
getClusters Man page
is.na,ClusterLongData-method Man page
kml Man page
KmL,ClusterizLongData-method Man page
kml,ClusterLongData-method Man page
kmlFast Man page
kml-method Man page
kml-package Man page
legendCol Man page
[<-,LongData-method Man page
[,LongData-method Man page
parALGO Man page
[<-,ParChoice,ANY,ANY,ANY-method Man page
[,ParChoice,ANY-method Man page
[,ParChoice-method Man page
parKml Man page
[<-,ParKml,ANY,ANY,ANY-method Man page
[,ParKml,ANY,ANY-method Man page
ParKml-class Man page
[<-,ParKml-method Man page
[,ParKml-method Man page
[<-,Partition-method Man page
[,Partition-method Man page
partPermut Man page
plot Man page
plot,ClusterizLongData,ANY-method Man page
plot,ClusterLongData Man page
plot,ClusterLongData,ANY-method Man page
plot,ClusterLongData,missing-method Man page
plot,ClusterLongData,numeric-method Man page
plot,ClusterLongData,Partition-method Man page
plotLegend Man page
plot,LongData-method Man page
plotMeans Man page
plotMeans,ClusterLongData Man page
plotMeans,ClusterLongData,ANY-method Man page
plotMeans,ClusterLongData,missing-method Man page
plotMeans,ClusterLongData,numeric-method Man page
plotMeans,ClusterLongData,Partition-method Man page
plotMeans-method Man page
plot-method Man page
plotSubGroups,LongData-method Man page
plotTraj Man page
plotTraj,ClusterLongData Man page
plotTraj,ClusterLongData,ANY-method Man page
plotTraj,ClusterLongData,missing-method Man page
plotTraj,ClusterLongData,numeric-method Man page
plotTraj,LongData-method Man page
plotTraj-method Man page
print,ClusterizLongData-method Man page
selectSupTrajSizeMin Man page
selectSupTrajSizeMin,LongData-method Man page
show,ClusterizLongData-method Man page
show,ClusterLongData-method Man page
show,ParKml-method Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.