mcPAFit-package: Estimating Preferential Attachment from a Single Network Snapshot by Markov Chain Monte Carlo
Description
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.
Arguments
Details
Package:
mcPAFit
Type:
Package
Version:
0.1.4
Date:
2017-07-01
License:
GPL-3
create_sim_data: generate simulation data.
References
1. Pham, T. and Sheridan, P. and Shimodaira, H. (2015). mcPAFit: Nonparametric Measurement of Preferential Attachment and Fitness from a Single Network Snapshot. Conference on Complex Systems 2015, September 2015, Arizona.