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 (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) .


Reference manual

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0.3.1 by Tianmou Liu, 4 days ago

Browse source code at

Authors: Tianmou Liu [aut, cre] , Mingmei Tian [aut] , Han Yu [aut]

Documentation:   PDF Manual  

GPL-2 license

Imports cluster, mclust, flexclust, fpc, plyr, dplyr, doParallel, foreach, igraph, compiler, stats, parallel, grid, ggplot2, gridExtra, intergraph, GGally, network, sna

See at CRAN