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. 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.


Reference manual

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0.2.0 by Mingmei Tian, a month ago

Browse source code at

Authors: Han Yu , Mingmei Tian

Documentation:   PDF Manual  

GPL-2 license

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

See at CRAN