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clustcurv (version 3.0.1)

Determining Groups in Multiples Curves

Description

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) .

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Install

install.packages('clustcurv')

Monthly Downloads

212

Version

3.0.1

License

MIT + file LICENSE

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Maintainer

Nora M. Villanueva

Last Published

December 6th, 2025

Functions in clustcurv (3.0.1)

kregcurves

k-groups of multiple regression curves
summary.clustcurves

Summarizing fits of kclustcurves class produced by survclustcurves and regclustcurves
regclustcurves

Clustering multiple regression curves
summary.kcurves

Summarizing fits of kcurves class produced by ksurvcurves and kregcurves
clustcurv

clustcurv: Determining Groups in Multiple Curves.
reexports

Objects exported from other packages
barnacle5

Barnacle data
ksurvcurves

k-groups of multiple survival curves
autoplot.clustcurves

Visualization of clustcurves objects with ggplot2 graphics
survclustcurves

Clustering multiple survival curves