Hierarchical community detection on networks by a recursive spectral partitioning strategy, which is shown to be effective and efficient in Li, Lei, Bhattacharyya, Sarkar, Bickel, and Levina (2018) <doi:10.48550/arXiv.1810.01509>. The package also includes a data generating function for a binary tree stochastic block model, a special case of stochastic block model that admits hierarchy between communities.
Version: 1.0 Imports: Matrix, stats, methods, randnet, RSpectra, irlba, data.tree, data.table, stringr, dendextend Published: 2024-02-02 DOI: 10.32614/CRAN.package.HCD Author: Tianxi Li [aut, cre], Lihua Lei [aut], Sharmodeep Bhattacharyya [aut], Purna Sarkar [aut], Peter Bickel [aut], Elizeveta Levina [aut] Maintainer: Tianxi Li <tianxili at umn.edu> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] NeedsCompilation: no CRAN checks: HCD results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=HCD to link to this page.
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