ROBustness in Network
createITPSplineResult
membershipCommunities
methodCommunity
plot.robin
plotComm
plotGraph
plotMultiCompare
prepGraph
random
randomNoW
randomWeight
rewireCompl
rewireOnl
robinAUC
robinCompare
robinCompareFast
robinCompareFastWeight
robinCompareNoParallel
robinFDATest
robinGPTest
robinRobust
robinRobustFast
robinRobustFastWeighted
robinRobustNoParallel
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) <https://journal.r-project.org/archive/2021/RJ-2021-040/index.html>.