Package: CluMP 0.8.1
CluMP: Clustering of Micro Panel Data
Two-step feature-based clustering method designed for micro panel (longitudinal) data with the artificial panel data generator. See Sobisek, Stachova, Fojtik (2018) <arxiv:1807.05926>.
Authors:
CluMP_0.8.1.tar.gz
CluMP_0.8.1.zip(r-4.5)CluMP_0.8.1.zip(r-4.4)CluMP_0.8.1.zip(r-4.3)
CluMP_0.8.1.tgz(r-4.4-any)CluMP_0.8.1.tgz(r-4.3-any)
CluMP_0.8.1.tar.gz(r-4.5-noble)CluMP_0.8.1.tar.gz(r-4.4-noble)
CluMP_0.8.1.tgz(r-4.4-emscripten)CluMP_0.8.1.tgz(r-4.3-emscripten)
CluMP.pdf |CluMP.html✨
CluMP/json (API)
NEWS
| # Install 'CluMP' in R: |
| install.packages('CluMP', repos = c('https://9afojtik.r-universe.dev', 'https://cloud.r-project.org')) |
- ParamCubic - Parameters of cubic model
- ParamExpon - Parameters of exponential model
- ParamLinear - Parameters of linear model
- ParamQuadrat - Parameters of quadratic model
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 years agofrom:3ba9a1efec. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 17 2024 |
| R-4.5-win | OK | Oct 17 2024 |
| R-4.5-linux | OK | Oct 17 2024 |
| R-4.4-win | OK | Oct 17 2024 |
| R-4.4-mac | OK | Oct 17 2024 |
| R-4.3-win | OK | Oct 17 2024 |
| R-4.3-mac | OK | Oct 17 2024 |
Exports:CluMPCluMP_profilesCluMP_viewGeneratePanelOptiNumPanelPlot
Dependencies:amapbitbit64classclicliprcolorspacecpp11crayondata.tableDBIdplyre1071fansifarverforcatsgdatagenericsggplot2gluegmodelsgtablegtoolshavenhmsisobandlabelinglabelledlatticelifecyclemagrittrMASSMatrixmgcvminqamitoolsmunsellNbClustnlmenumDerivpillarpkgconfigprettyunitsprogressproxypurrrR6RColorBrewerRcppRcppArmadilloreadrrlangscalesstringistringrsurveysurvivaltableonetibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Cluster Micro-Panel (longitudinal) Data employing the CluMP algorithm | CluMP |
| Summary characteristics of identified clusters via CluMP | CluMP_profiles |
| Cluster profiles' (CluMP results) visualisation | CluMP_view |
| Generate an artificial Micro-Panel (longitudinal) Data | GeneratePanel |
| Finding an optimal number of clusters | OptiNum |
| Plot Micro-Panel (longitudinal) Data | PanelPlot |
| Parameters of cubic model | ParamCubic |
| Parameters of exponential model | ParamExpon |
| Parameters of linear model | ParamLinear |
| Parameters of quadratic model | ParamQuadrat |
