Fit, Simulate, and Diagnose Hierarchical Exponential-Family Models for Big Networks R package bigergm version 1.2.6 CRAN Task View: NetworkAnalysis (https://CRAN.R-project.org/view=NetworkAnalysis) A toolbox for analyzing and simulating large networks based on hierarchical exponential-family random graph models (HERGMs).'bigergm' implements the estimation for large networks efficiently building on the 'lighthergm' and 'hergm' packages. Moreover, the package contains tools for simulating networks with local dependence to assess the goodness-of-fit. Software Depends: R (>= 3.5.0), ergm (>= 4.5.0), Rcpp Imports: RcppArmadillo (>= 0.10.5), network (>= 1.16.0), Matrix, cachem, tidyr, statnet.common, methods, stringr, intergraph, igraph, parallel, magrittr, purrr, dplyr, glue, readr, foreach, rlang, memoise, reticulate, ergm.multi LinkingTo: Rcpp, RcppArmadillo (>= 0.10.5) Suggests: rmarkdown, knitr, testthat, sna, tibble Cornelius Fritz <corneliusfritz2010@gmail.com> Comprehensive R Archive Network (CRAN) Cornelius Fritz [aut, cre], Michael Schweinberger [aut], Shota Komatsu [aut], Juan Nelson Martínez Dahbura [aut], Takanori Nishida [aut], Angelo Mele [aut] GPL-3 2026-03-24 application/tgz https://CRAN.R-project.org/package=bigergm doi:10.32614/CRAN.package.bigergm