PAFit (version 0.8.7)

summary.PAFit: A function to summarize a PAFit object

Description

This function summarizes information of a PAFit object.

Usage

"summary"(object,...)

Arguments

object

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

...

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")
data   <- GenerateNet(N = 100,m = 1,mode = 1, alpha = 1, shape = 5, rate = 5)
stats  <- GetStatistics(data$graph,deg_thresh = 1, Binning = TRUE, G = 50)
result <- PAFit(stats,stop_cond = 10^-3)
summary(result)