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kml3d  

K-Means for Joint Longitudinal Data
View on CRAN: Click here


Download and install kml3d package within the R console
Install from CRAN:
install.packages("kml3d")

Install from Github:
library("remotes")
install_github("cran/kml3d")

Install by package version:
library("remotes")
install_version("kml3d", "2.5.0")



Attach the package and use:
library("kml3d")
Maintained by
Christophe Genolini
[Scholar Profile | Author Map]
First Published: 2010-05-04
Latest Update: 2023-12-13
Description:
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.
How to cite:
Christophe Genolini (2010). kml3d: K-Means for Joint Longitudinal Data. R package version 2.5.0, https://cran.r-project.org/web/packages/kml3d. Accessed 10 Apr. 2025.
Previous versions and publish date:
0.1 (2010-05-04 08:55), 0.5 (2011-08-09 10:22), 0.6 (2011-11-24 14:03), 0.7 (2011-12-08 20:01), 2.0 (2012-03-28 13:09), 2.1.1 (2012-11-18 14:23), 2.1.2 (2012-11-19 08:53), 2.1 (2012-08-20 20:28), 2.2 (2014-03-25 17:34), 2.3 (2015-05-21 14:09), 2.4.1 (2016-02-16 16:15), 2.4.2 (2017-08-08 09:31), 2.4.6.1 (2023-12-13 18:27), 2.4.6 (2023-02-12 14:42), 2.4 (2015-08-17 17:46)
Other packages that cited kml3d R package
View kml3d citation profile
Other R packages that kml3d depends, imports, suggests or enhances
Complete documentation for kml3d
Functions, R codes and Examples using the kml3d R package
Some associated functions: ClusterLongData3d-class . affectIndiv3d . calculTrajMean3d . clusterLongData3d . dist3d . generateArtificialLongData3d . kml3d-package . kml3d . parKml3d . plot . plot3d . plot3dPdf . plotMean3d . plotTraj3d . pregnandiol . 
Some associated R codes: Full kml3d package functions and examples
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