NEWS for GoodFitSBM

Version 0.0.1

• This version of the GoodFitSBM package deals with goodness-of-fit test for an ER-SBM as well as a beta-SBM (two of the three variants of SBMs discussed in Karwa et al. (2023) [https://doi.org/10.1093/jrsssb/qkad084] used for modelling network data.

• zachary is the classic Zachary's Karate club data, on which the goodness-of-fit test under an ER-SBM and beta-SBM framework is implemented.

• This version also handles unknown block assignments of the network (graph) by estimating those through regularized spectral clustering Qin and Rohe (2013) [https://proceedings.neurips.cc/paper_files/paper/2013/file/0ed9422357395a0d4879191c66f4faa2-Paper.pdf].