kml3d: K-Means for Joint Longitudinal Data

An implementation of k-means specifically design to cluster joint trajectories (longitudinal data on several variable-trajectories). Like 'kml', 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. In addition, the 3D graph representing the mean joint-trajectories of each cluster can be exported through LaTeX in a 3D dynamic rotating PDF graph.

Install the latest version of this package by entering the following in R:
install.packages("kml3d")
AuthorChristophe Genolini [cre, aut], Bruno Falissard [ctb], Jean-Baptiste Pingault [ctb]
Date of publication2016-02-16 16:15:26
MaintainerChristophe Genolini <christophe.genolini@u-paris10.fr>
LicenseGPL (>= 2)
Version2.4.1
http:www.r-project.org

View on CRAN

Functions

affectIndiv3d Man page
calculTrajMean3d Man page
cld3d Man page
clusterLongData3d Man page
clusterLongData3d,ANY,ANY,ANY,ANY,ANY,ANY Man page
clusterLongData3d,ANY,ANY,ANY,ANY,ANY,ANY-method Man page
[,ClusterLongData3d,ANY,missing-method Man page
[<-,ClusterLongData3d,character,missing,missing-method Man page
ClusterLongData3d-class Man page
[<-,ClusterLongData3d-method Man page
[,ClusterLongData3d-method Man page
clusterLongData3d,missing,missing,missing,missing,missing,missin Man page
dist3d Man page
gald3d Man page
generateArtificialLongData3d Man page
kml3d Man page
kml3d,ClusterLongData-method Man page
kml3d-method Man page
kml3d-package Man page
[<-,ParChoice-method Man page
[,ParChoice-method Man page
parKml3d Man page
plot Man page
plot3d Man page
plot3d,ClusterLongData3d-method Man page
plot3d,ClusterLongData3d,missing-method Man page
plot3d,ClusterLongData3d,numeric-method Man page
plot3d,ClusterLongData3d,Partition-method Man page
plot3dPdf Man page
plot3dPdf,ClusterLongData3d-method Man page
plot3dPdf,ClusterLongData3d,missing-method Man page
plot3dPdf,ClusterLongData3d,numeric-method Man page
plot,ClusterLongData3d Man page
plot,ClusterLongData3d,ANY-method Man page
plot,ClusterLongData3d,missing-method Man page
plot,ClusterLongData3d,numeric-method Man page
plot,ClusterLongData3d,Partition-method Man page
plotMeans3d Man page
plotMeans3d,ClusterLongData3d-method Man page
plotMeans3d,ClusterLongData3d,missing-method Man page
plotMeans3d,ClusterLongData3d,numeric-method Man page
plotMeans3d,ClusterLongData3d,Partition-method Man page
plotTraj3d Man page
plotTraj3d,ClusterLongData3d-method Man page
plotTraj3d,ClusterLongData3d,missing-method Man page
plotTraj3d,ClusterLongData3d,numeric-method Man page
plotTraj3d,ClusterLongData3d,Partition-method Man page
pregnandiol Man page
show,ClusterLongData3d-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.