netjack (version 1.0.0)

network_statistics: Network Statistic Functions

Description

These functions compute a variety of network statistics on single Net objects.

global_efficiency - Computes global efficiency. Uses brainGraph implementation brainGraphnetjack. Global efficiency originally derived by globEff;textualnetjack

modularity - Computes modularity with a given community partition. Uses igraph implementation igraphnetjack. Modularity originally derived by mod;textualnetjack

Usage

global_efficiency(Net)
modularity(Net, community.variable)

Arguments

Net

Input Net object

community.variable

character name of the node variable that represents the partition.

Value

Network statistic value

References

Examples

# NOT RUN {
data(GroupA)
GroupA1_Net = as_Net(GroupA[[1]], "1", list(community = c(rep(1, 10), rep(2,10))))
global_efficiency(GroupA1_Net)
modularity(GroupA1_Net, "community")
# }