PAFit (version 0.9.6)

summary.PAFit_result:

Description

This function summarizes information of a PAFit_result object.

Usage

# S3 method for PAFit_result
summary(object,...)

Arguments

object

An object of class "PAFit_result", containing the estimation result of PAFit.

…

Value

Outputs summary information.

References

1. Pham, T., Sheridan, P. & Shimodaira, H. (2016). Nonparametric Estimation of the Preferential Attachment Function in Complex Networks: Evidence of Deviations from Log Linearity, Proceedings of ECCS 2014, 141-153 (Springer International Publishing) (http://dx.doi.org/10.1007/978-3-319-29228-1_13). 2. Pham, T., Sheridan, P. & Shimodaira, H. (2015). PAFit: A Statistical Method for Measuring Preferential Attachment in Temporal Complex Networks. PLoS ONE 10(9): e0137796. doi:10.1371/journal.pone.0137796 (http://dx.doi.org/10.1371/journal.pone.0137796). 3. Pham, T., Sheridan, P. & Shimodaira, H. (2016). Joint Estimation of Preferential Attachment and Node Fitness in Growing Complex Networks. Scientific Reports 6, Article number: 32558. doi:10.1038/srep32558 (www.nature.com/articles/srep32558).

Examples

library("PAFit")
net        <- GenerateNet(N = 50,m = 10, mode = 1, alpha = 0.5, shape = 100, rate = 100)
net_stats  <- GetStatistics(net$graph)
result     <- PAFit(net_stats, r = 0.01, s = 100)
summary(result)