Package: VALIDICLUST 0.1.0
Benjamin Hivert
VALIDICLUST: VALID Inference for Clusters Separation Testing
Given a partition resulting from any clustering algorithm, the implemented tests allow valid post-clustering inference by testing if a given variable significantly separates two of the estimated clusters. Methods are detailed in: Hivert B, Agniel D, Thiebaut R & Hejblum BP (2022). "Post-clustering difference testing: valid inference and practical considerations", <arxiv:2210.13172>.
Authors:
VALIDICLUST_0.1.0.tar.gz
VALIDICLUST_0.1.0.tar.gz(r-4.7-any)VALIDICLUST_0.1.0.tar.gz(r-4.6-any)
VALIDICLUST_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
VALIDICLUST/json (API)
NEWS
| # Install 'VALIDICLUST' in R: |
| install.packages('VALIDICLUST', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:17543d5ad6. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 113 | ||
| source / vignettes | OK | 164 | ||
| linux-release-x86_64 | OK | 105 | ||
| wasm-release | OK | 100 |
Exports:merge_selective_inferencetest_multimodtest_selective_inference
Dependencies:clidiptestdplyrgenericsgluelifecyclemagrittrpillarpkgconfigR6rlangtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Merged version of the selective test | merge_selective_inference |
| Multimodality test for post clustering variable involvement | test_multimod |
| Selective inference for post-clustering variable involvement | test_selective_inference |