Package: HCD
Type: Package
Title: Hierarchical Community Detection by Recursive Partitioning
Version: 1.0
Date: 2024-01-28
Authors@R: c(person("Tianxi Li", email = "tianxili@umn.edu", role = c("aut", "cre")),
  person("Lihua Lei", email = "lihualei@stanford.edu", role = c("aut")),
  person("Sharmodeep Bhattacharyya", email = "sharmodeep.bhattacharyya@oregonstate.edu", role = c("aut")),
  person("Purna Sarkar", email = "purna.sarkar@austin.utexas.edu", role = c("aut")),
  person("Peter Bickel", email = "bickel.peter@gmail.com", role = c("aut")),
  person("Elizeveta Levina", email = "elevina@umich.edu", role = c("aut")))
Description: 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) <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.
License: GPL (>= 2)
Imports: Matrix, stats, methods, randnet, RSpectra, irlba, data.tree,
        data.table,stringr,dendextend
NeedsCompilation: no
Packaged: 2024-02-01 06:51:27 UTC; tianxili
Author: Tianxi Li [aut, cre],
  Lihua Lei [aut],
  Sharmodeep Bhattacharyya [aut],
  Purna Sarkar [aut],
  Peter Bickel [aut],
  Elizeveta Levina [aut]
Maintainer: Tianxi Li <tianxili@umn.edu>
Repository: CRAN
Date/Publication: 2024-02-02 19:30:07 UTC
Built: R 4.6.0; ; 2026-04-26 03:20:02 UTC; unix
