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clustcurv (version 2.0.1)

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. 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

647

Version

2.0.1

License

MIT + file LICENSE

Issues

0

Pull Requests

0

Stars

3

Forks

2

Maintainer

Nora M. Villanueva

Last Published

January 10th, 2021

Functions in clustcurv (2.0.1)

autoplot.clustcurves

Visualization of clustcurves objects with ggplot2 graphics
ksurvcurves

k-groups of multiple survival curves
regclustcurves

Clustering multiple regression curves
summary.kcurves

Summarizing fits of kcurves class produced by ksurvcurves and kregcurves
reexports

Objects exported from other packages
summary.clustcurves

Summarizing fits of kclustcurves class produced by survclustcurves and regclustcurves
barnacle5

Barnacle data
clustcurv

clustcurv: Determining Groups in Multiple Curves.
survclustcurves

Clustering multiple survival curves
kregcurves

k-groups of multiple regression curves