ROBustness in Network

Assesses the robustness of the community structure of a network found by one or more community detection algorithm to give indications about their reliability. It detects if the community structure found by a set of algorithms is statistically significant and compares the different selected detection algorithms on the same network. robin helps to choose among different community detection algorithms the one that better fits the network of interest. Reference in Policastro V., Righelli D., Carissimo A., Cutillo L., De Feis I. (2021) .


Reference manual

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1.0.3 by Valeria Policastro, 10 months ago

Browse source code at

Authors: Valeria Policastro [aut, cre] , Dario Righelli [aut] , Luisa Cutillo [aut] , Italia De Feis [aut] , Annamaria Carissimo [aut]

Documentation:   PDF Manual  

MIT + file LICENSE license

Imports ggplot2, networkD3, DescTools, fdatest, methods, gridExtra

Depends on igraph, gprege, qpdf

Suggests devtools, knitr, rmarkdown, testthat

See at CRAN