Simulations for the NAC family of tests. See the paper for more details.
The code relies on the nett package.
model selection.R: Compare different methods' accuracy in selecting the correct community numbers of DCSBM. Including 3 different designs of the connectivity matrix.
ROC.R: Generate ROC curves
FB-100 data has not been uploaded yet. FBhist contains histogram profiles of the networks. FBoutput contains other output of the networks.
FB_hist.R: create a histogram profile of SNAC+ statistics applied to FB networks and DCSBM with planted partition structure.
FB_hist_reduced.R: create a histogram profile of SNAC+ statistics applied to FB sub networks (with degree larger than 75 percentile) and DCSBM with planted partition structure.
FB_norm_stat_plot.R: normalized plots of several statistics applied to networks
FB_smooth_profile.R: create smooth curve of repeated SNAC+ statistics on networks
FB_net_plot.R: visualize networks with nodes colored using labels