Tools for the study of scale free and small world networks

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Documentation for package ‘netmodels’ version 0.2

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netmodels-package Set of functions for the study of scale free and small world networks
calc.alpha Calculates the alpha value
calc.c Calculates de c value of the power law distribution
cplot Plots the comparative cumulative fraction distribution of two degree distributions
dist.power.law Power law distribution
do.base.description Calculates some key variables of the network
do.degree.description Degree description of the network
do.links.description Prints the frequency of links between the nodes of the network
do.power.law Compares the degree distribution with the power law distribution
do.small.world Performs the small world test of the given network.
netmodels Set of functions for the study of scale free and small world networks
node.removal.apl.l Removes the specified nodes
node.removal.apl.n Test the effect of sequential node removal on the average path length
node.removal.apl.r Test the effect of random node removal on the average path length
node.removal.apl.s Test the single node removal on the average path length
node.removal.cls.0 Creates a network with the articulation points
node.removal.cls.l Test the effect of node removal on the clustering coeffiencient
node.removal.cls.n Test the effect of sequential node removal on the clustering coeffiencient
node.removal.cls.r Test the effect of random node removal on the clustering coeffiencient
node.removal.cls.s Test the single node removal on the clustering coeffiencient
node.removal.degree Removes nodes with a degree less or equal than the value specified by the user
node.trim Deletes the isolates nodes of the network
plot.c.degree Plots the cumulative degree distribution of the network
plot.degree Plots the degree distribution of the network
test.net Netmodels sample data