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 or other approaches with lower computational cost. 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: | 3.0.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | doParallel,doRNG,foreach,ggfortify,ggplot2,Gmedian, grDevices,npregfast,RColorBrewer,survival,survminer |
| Suggests: | covr,knitr,plotly,rmarkdown,testthat (≥ 3.0.0) |
| Published: | 2025-12-06 |
| 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 + fileLICENSE |
| URL: | https://github.com/noramvillanueva/clustcurv |
| NeedsCompilation: | no |
| Citation: | clustcurv citation info |
| Materials: | NEWS |
| CRAN checks: | clustcurv results |