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traj (version 1.2)

Trajectory Analysis

Description

Implements the three-step procedure proposed by Leffondree et al. (2004) to identify clusters of individual longitudinal trajectories. The procedure involves (1) calculating 24 measures describing the features of the trajectories; (2) using factor analysis to select a subset of the 24 measures and (3) using cluster analysis to identify clusters of trajectories, and classify each individual trajectory in one of the clusters.

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Version

Install

install.packages('traj')

Monthly Downloads

554

Version

1.2

License

GPL-2

Maintainer

Dan Vatnik

Last Published

January 13th, 2015

Functions in traj (1.2)

plotMeanTraj

Plot Mean Trajectory
step3clusters

Cluster Trajectories According to the Subset of Measures Selected Previously
example.data

Example Data
plotMedTraj

Plot Median Trajectory of traj Object
traj-package

Trajectory Analysis
step1measures

Compute 24 Measures Describing the Features of the Trajectories
plotBoxplotTraj

Plot Boxplot of traj Object
plotCombTraj

Plot Cluster-Specific Mean or Median Trajectories provided by a traj object
step2factors

Performs Factor Analysis to Select a Subset of the 24 Measures
wrapperTraj

Wrapper Function to Perform Trajectory Analysis