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HCD (version 1.0)

Hierarchical Community Detection by Recursive Partitioning

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) . 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.

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Version

Install

install.packages('HCD')

Monthly Downloads

217

Version

1.0

License

GPL (>= 2)

Maintainer

Tianxi Li

Last Published

February 2nd, 2024

Functions in HCD (1.0)

HCDplot

plot the result of hierarchical community detection
gen.A.from.P

generates a network from the given connection probability
HCD-package

Hierarchical community detection by recursive partitioning
BTSBM

Generates networks from binary tree stochastic block model
HCD

hierarchical community detection with recursive spectral methods