Nonparametric Estimation of Preferential Attachment and Node Fitness in Temporal Complex Networks


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Documentation for package ‘PAFit’ version 0.7.2

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PAFit-package A statistical sound method for joint estimation of the attachment function and node fitness in a temporal complex network by maximizing a suitable penalized log-likelihood function
GenerateNet A function to generate simulated networks from the Barabasi-Albert model or the fitness model
GetStatistics A function to summarize input data into sufficient statistics for estimating the attachment function and node fitness
PAFit A function to estimate the attachment function and node fitness in temporal complex networks
plot.PAFit A function to plot the estimated attachment function and node fitness
print.PAFit A function to print a PAFit object
print.PAFitData A function to print a PAFitData object
summary.PAFit A function to summarize a PAFit object
summary.PAFitData A function to summarize a PAFitData object
UCIrvine.data A message sending-receiving network