clustcurv: Determining Groups in Multiples Curves
A method for determining groups in multiple curves with an automatic selection of their number based on k-means or k-medians algorithms. The selection of the optimal number is provided by bootstrap methods. The methodology can be applied both in regression and survival framework. Implemented methods are: Grouping multiple survival curves described by Villanueva et al. (2018) <doi:10.1002/sim.8016>.
| Version: | 2.0.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | doParallel, doRNG, foreach, ggfortify, ggplot2, Gmedian, grDevices, npregfast, RColorBrewer, survival |
| Suggests: | covr, knitr, plotly, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2024-10-25 |
| DOI: | 10.32614/CRAN.package.clustcurv |
| Author: | Nora M. Villanueva
 [aut, cre],
Marta Sestelo
[aut] |
| Maintainer: | Nora M. Villanueva <nmvillanueva at uvigo.es> |
| BugReports: | https://github.com/noramvillanueva/clustcurv/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/noramvillanueva/clustcurv |
| NeedsCompilation: | no |
| Citation: | clustcurv citation info |
| CRAN checks: | clustcurv results |
Documentation:
| Reference manual: | clustcurv.pdf |
| Vignettes: |
Clustering Multiple Nonparametric Curves (source, R code) |
Downloads:
| Package source: | clustcurv_2.0.2.tar.gz |
| Windows binaries: | r-devel: clustcurv_2.0.2.zip, r-release: clustcurv_2.0.2.zip, r-oldrel: clustcurv_2.0.2.zip |
| macOS binaries: | r-devel (arm64): clustcurv_2.0.2.tgz, r-release (arm64): clustcurv_2.0.2.tgz, r-oldrel (arm64): clustcurv_2.0.2.tgz, r-devel (x86_64): clustcurv_2.0.2.tgz, r-release (x86_64): clustcurv_2.0.2.tgz, r-oldrel (x86_64): clustcurv_2.0.2.tgz |
| Old sources: | clustcurv archive |
Linking:
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