Package: clustcurv 2.0.2

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]

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clustcurv.pdf |clustcurv.html
clustcurv/json (API)

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

Peer review:

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

Datasets:

On CRAN:

clusteringdata-analyticsmachinelearningmultiple-curvesnonparametric-statisticsnumber-of-clustersregressionsurvival-analysis

5.45 score 3 stars 38 scripts 116 downloads 5 exports 78 dependencies

Last updated 2 days agofrom:45b5d88b02. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 28 2024
R-4.5-winOKOct 28 2024
R-4.5-linuxOKOct 28 2024
R-4.4-winOKOct 28 2024
R-4.4-macOKOct 28 2024
R-4.3-winOKOct 28 2024
R-4.3-macOKOct 28 2024

Exports:autoplotkregcurvesksurvcurvesregclustcurvessurvclustcurves

Dependencies:base64encbslibcachemclicodetoolscolorspacecommonmarkcpp11crayonDEoptimRdigestdoParalleldoRNGdplyrfansifarverfastmapfontawesomeforeachfsgenericsggfortifyggplot2glueGmediangridExtragtablehtmltoolshttpuvisobanditeratorsjquerylibjsonlitelabelinglaterlatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmenpregfastpillarpkgconfigpromisespurrrR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenrlangrngtoolsrobustbaseRSpectrasassscalessfsmiscshinyshinyjssourcetoolsstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewesandersonwithrxtable

Clustering Multiple Nonparametric Curves

Rendered fromclustcurv.Rmdusingknitr::rmarkdownon Oct 28 2024.

Last update: 2024-10-14
Started: 2021-10-14