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robin (version 1.0.0)

ROBustness in Network

Description

In network analysis, many community detection algorithms have been developed. However, their applications leave unaddressed one important question: the statistical validation of the results. robin (ROBustness In Network) is an R package for the validation of community detection. It has a double aim: to study the robustness of a community detection algorithm and to compare the robustness of different community detection algorithms on the same network. Reference in Annamaria Carissimo, Luisa Cutillo, Italia De Feis (2018) .

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Install

install.packages('robin')

Monthly Downloads

23,752

Version

1.0.0

License

MIT + file LICENSE

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Maintainer

Valeria Policastro

Last Published

February 17th, 2020

Functions in robin (1.0.0)

random

random
robinCompare

robinCompare
robinAUC

robinAUC
robinRobust

robinRobust
robinGPTest

robinGPTest
robinFDATest

robinFDATest
plotRobin

plotRobin
createITPSplineResult

createITPSplineResult
plotGraph

plotGraph
plotComm

plotComm
prepGraph

prepGraph
membershipCommunities

membershipCommunities
methodCommunity

methodCommunity
rewireCompl

rewireCompl
rewireOnl

rewireOnl