Package: ClusBoot 1.2.2
ClusBoot: Bootstrap a Clustering Solution to Establish the Stability of the Clusters
Providing a cluster allocation for n samples, either with an $n \times p$ data matrix or an $n \times n$ distance matrix, a bootstrap procedure is performed. The proportion of bootstrap replicates where a pair of samples cluster in the same cluster indicates who tightly the samples in a particular cluster clusters together.
Authors:
ClusBoot_1.2.2.tar.gz
ClusBoot_1.2.2.zip(r-4.5)ClusBoot_1.2.2.zip(r-4.4)ClusBoot_1.2.2.zip(r-4.3)
ClusBoot_1.2.2.tgz(r-4.4-any)ClusBoot_1.2.2.tgz(r-4.3-any)
ClusBoot_1.2.2.tar.gz(r-4.5-noble)ClusBoot_1.2.2.tar.gz(r-4.4-noble)
ClusBoot_1.2.2.tgz(r-4.4-emscripten)ClusBoot_1.2.2.tgz(r-4.3-emscripten)
ClusBoot.pdf |ClusBoot.html✨
ClusBoot/json (API)
| # Install 'ClusBoot' in R: |
| install.packages('ClusBoot', repos = c('https://sugnet.r-universe.dev', 'https://cloud.r-project.org')) |
- case.study.psychiatrist - Patient by psychiatric symptom data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 months agofrom:6a9f4c2b21. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 06 2024 |
| R-4.5-win | OK | Nov 06 2024 |
| R-4.5-linux | OK | Nov 06 2024 |
| R-4.4-win | OK | Nov 06 2024 |
| R-4.4-mac | OK | Nov 06 2024 |
| R-4.3-win | OK | Nov 06 2024 |
| R-4.3-mac | OK | Nov 06 2024 |
Exports:boot.proportionsboot.silhouetteclusbootcomplete.linkagefpc.clusterboot
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Heatmap of the proportion of bootstrap replicates where objects cluster together | boot.proportions |
| Produces silhouette plots | boot.silhouette |
| Computes the silhouette vales based on proportion of times items cluster together | calc.silhouette |
| Patient by psychiatric symptom data | case.study.psychiatrist |
| Performs bootstrap on a cluster analysis output | clusboot |
| Wrapper function for performing complete linkage clustering | complete.linkage |
| Resampling according to the methods discussed in Hennig (2007) | fpc.clusterboot |
| MDS plot of similarities given by the proportion of bootstrap replicates where objects cluster together | plot.clusboot |
