Package: traj 1.3.1
traj: Trajectory Analysis
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.
Authors:
traj_1.3.1.tar.gz
traj_1.3.1.zip(r-4.5)traj_1.3.1.zip(r-4.4)traj_1.3.1.zip(r-4.3)
traj_1.3.1.tgz(r-4.4-any)traj_1.3.1.tgz(r-4.3-any)
traj_1.3.1.tar.gz(r-4.5-noble)traj_1.3.1.tar.gz(r-4.4-noble)
traj_1.3.1.tgz(r-4.4-emscripten)traj_1.3.1.tgz(r-4.3-emscripten)
traj.pdf |traj.html✨
traj/json (API)
NEWS
| # Install 'traj' in R: |
| install.packages('traj', repos = c('https://tchouangue.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tchouangue/traj/issues
- example.data - Example data
Last updated 1 years agofrom:f7b6296693. Checks:OK: 3 NOTE: 4. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 03 2024 |
| R-4.5-win | NOTE | Sep 03 2024 |
| R-4.5-linux | NOTE | Sep 03 2024 |
| R-4.4-win | NOTE | Sep 03 2024 |
| R-4.4-mac | NOTE | Sep 03 2024 |
| R-4.3-win | OK | Sep 03 2024 |
| R-4.3-mac | OK | Sep 03 2024 |
Exports:plotBoxplotTrajplotCombTrajplotMeanTrajplotMedTrajstep1measuresstep2factorsstep3clusterswrapperTraj
Dependencies:bootclusterGPArotationlatticemnormtNbClustnlmepastecspsych
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Example data | example.data |
| Plot Boxplot of 'traj' Object | plotBoxplotTraj |
| Plot Cluster-Specific Mean or Median Trajectories provided by a 'traj' object | plotCombTraj |
| Plot Mean Trajectory | plotMeanTraj |
| Plot Median Trajectory of 'traj' Object | plotMedTraj |
| Compute 24 Measures Describing the Features of the Trajectories | step1measures |
| Performs Factor Analysis to Select a Subset of the 24 Measures | step2factors |
| Cluster Trajectories According to the Subset of Measures Selected Previously | step3clusters |
| Wrapper Function to Perform Trajectory Analysis | wrapperTraj |
