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)<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 (2021) <doi:10.1002/sam.11495>.
Package details |
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Author | Han Yu [aut], Mingmei Tian [aut], Tianmou Liu [aut, cre] |
Maintainer | Tianmou Liu <tianmoul@buffalo.edu> |
License | GPL-2 |
Version | 0.3.2 |
Package repository | View on CRAN |
Installation |
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