CRAN/E | traj

traj

Clustering of Functional Data Based on Measures of Change

Installation

About

Implements a three-step procedure in the spirit of Leffondree et al. (2004) to identify clusters of individual longitudinal trajectories. The procedure involves (1) computing a number of "measures of change"" capturing various features of the trajectories; (2) using a Principal Component Analysis based dimension reduction algorithm to select a subset of measures and (3) using the k-means clustering algorithm to identify clusters of trajectories.

CRAN.R-project.org/package=traj

Key Metrics

Version 2.1.0
R ≥ 3.5.0
Published 2024-03-28 35 days ago
Needs compilation? no
License MIT
License File
CRAN checks traj results

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Maintainer

Maintainer

Laurence Boulanger

laurence.boulanger@umontreal.ca

Authors

Marie-Pierre Sylvestre

aut

Laurence Boulanger

aut / cre

Gillis Delmas Tchouangue Dinkou

ctb

Dan Vatnik

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Using the traj package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

traj archive

Depends

R ≥ 3.5.0

Imports

stats
cluster
psych

Suggests

knitr
rmarkdown
testthat ≥ 3.0.0