Estimating Preferential Attachment from a Single Network Snapshot by Markov Chain Monte Carlo

A Markov chain Monte Carlo method is provided to estimate the preferential attachment function from a single network snapshot. Conventional methods require the complete information about the appearance order of all nodes and edges in the network. This package incorporates the appearance order into the state space and estimates it together with the preferential attachment function.


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install.packages("mcPAFit")

0.1.4 by Thong Pham, 2 years ago


Browse source code at https://github.com/cran/mcPAFit


Authors: Thong Pham


Documentation:   PDF Manual  


GPL-3 license


Imports Rcpp, grDevices, graphics, stats, RColorBrewer, PAFit

Linking to Rcpp


See at CRAN