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bootcluster  

Bootstrapping Estimates of Clustering Stability
View on CRAN: Click here


Download and install bootcluster package within the R console
Install from CRAN:
install.packages("bootcluster")

Install from Github:
library("remotes")
install_github("cran/bootcluster")

Install by package version:
library("remotes")
install_version("bootcluster", "0.4.1")



Attach the package and use:
library("bootcluster")
Maintained by
Tianmou Liu
[Scholar Profile | Author Map]
First Published: 2017-11-13
Latest Update: 2022-01-29
Description:
Implementation of the bootstrapping approach for the estimation of clustering stability and its application in estimating the number of clusters, as introduced by Yu et al (2016). Implementation of the non-parametric bootstrap approach to assessing the stability of module detection in a graph, the extension for the selection of a parameter set that defines a graph from data in a way that optimizes stability and the corresponding visualization functions, as introduced by Tian et al (2021) .
How to cite:
Tianmou Liu (2017). bootcluster: Bootstrapping Estimates of Clustering Stability. R package version 0.4.1, https://cran.r-project.org/web/packages/bootcluster. Accessed 02 Apr. 2025.
Previous versions and publish date:
0.1.0 (2017-11-13 16:38), 0.2.0 (2020-10-20 16:50), 0.2.5 (2021-06-10 10:20), 0.3.1 (2022-01-23 00:52), 0.3.2 (2022-01-29 23:50)
Other packages that cited bootcluster R package
View bootcluster citation profile
Other R packages that bootcluster depends, imports, suggests or enhances
Complete documentation for bootcluster
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