Package: clustcurv 2.0.2

Nora M. Villanueva

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>.

Authors:Nora M. Villanueva [aut, cre], Marta Sestelo [aut]

clustcurv_2.0.2.tar.gz
clustcurv_2.0.2.tar.gz(r-4.5-noble)clustcurv_2.0.2.tar.gz(r-4.4-noble)
clustcurv_2.0.2.tgz(r-4.4-emscripten)clustcurv_2.0.2.tgz(r-4.3-emscripten)
clustcurv.pdf |clustcurv.html✨
clustcurv/json (API)

# Install 'clustcurv' in R:
install.packages('clustcurv', repos = 'https://cloud.r-project.org')

Bug tracker:https://github.com/noramvillanueva/clustcurv/issues0 issues

Datasets:

On CRAN:

Conda:r-clustcurv-2.0.2(2025-03-25)

2.00 score 553 downloads 5 exports 78 dependencies

Last updated 5 months agofrom:d4bcd6cc00. Checks:3 OK. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKMar 25 2025
R-4.5-linuxOKMar 25 2025
R-4.4-linuxOKMar 25 2025

Exports:autoplotkregcurvesksurvcurvesregclustcurvessurvclustcurves

Dependencies:base64encbslibcachemclicodetoolscolorspacecommonmarkcpp11crayonDEoptimRdigestdoParalleldoRNGdplyrfansifarverfastmapfontawesomeforeachfsgenericsggfortifyggplot2glueGmediangridExtragtablehtmltoolshttpuvisobanditeratorsjquerylibjsonlitelabelinglaterlatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmenpregfastpillarpkgconfigpromisespurrrR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenrlangrngtoolsrobustbaseRSpectrasassscalessfsmiscshinyshinyjssourcetoolsstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewesandersonwithrxtable

Clustering Multiple Nonparametric Curves

Nora M. Villanueva & Marta Sestelo

Rendered fromclustcurv.Rmdusingknitr::rmarkdownon Mar 25 2025.

Last update: 2024-10-25
Started: 2021-01-10

Citation

To cite clustcurv in publications, please use:

Villanueva NM, Sestelo M, Meira-Machado L, Roca-Pardiñas J (2021). “clustcurv: An R Package for Determining Groups in Multiple Curves.” The R Journal, 13(1), 164–183. doi:10.32614/RJ-2021-032.

Corresponding BibTeX entry: 

  @Article{,
    title = {{clustcurv}: An {R} Package for Determining Groups in
      Multiple Curves},
    author = {Nora M. Villanueva and Marta Sestelo and Luis
      Meira-Machado and Javier Roca-Pardi{\~n}as},
    journal = {The R Journal},
    year = {2021},
    volume = {13},
    number = {1},
    pages = {164--183},
    doi = {10.32614/RJ-2021-032},
  }