hyu-ub/bootcluster: Bootstrapping Estimates of Clustering Stability

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<doi:10.1142/9789814749411_0007>. 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.

Getting started

Package details

AuthorHan Yu, Mingmei Tian
MaintainerMingmei Tian <mingmeit@buffalo.edu>
LicenseGPL-2
Version0.2.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("hyu-ub/bootcluster")
hyu-ub/bootcluster documentation built on May 20, 2021, 2:23 p.m.