Package: NetMix Type: Package Title: Dynamic Mixed-Membership Network Regression Model Version: 0.2.0.2 Date: 2023-12-11 Encoding: UTF-8 Author: Santiago Olivella [aut, cre], Adeline Lo [aut, cre], Tyler Pratt [aut, cre], Kosuke Imai [aut, cre] Maintainer: Santiago Olivella Description: Stochastic collapsed variational inference on mixed-membership stochastic blockmodel for networks, incorporating node-level predictors of mixed-membership vectors, as well as dyad-level predictors. For networks observed over time, the model defines a hidden Markov process that allows the effects of node-level predictors to evolve in discrete, historical periods. In addition, the package offers a variety of utilities for exploring results of estimation, including tools for conducting posterior predictive checks of goodness-of-fit and several plotting functions. The package implements methods described in Olivella, Pratt and Imai (2019) 'Dynamic Stochastic Blockmodel Regression for Social Networks: Application to International Conflicts', available at . BugReports: https://github.com/solivella/NetMix/issues NeedsCompilation: yes License: GPL (>= 2) Depends: R (>= 4.1.0) Suggests: ergm (>= 3.9.4), ggplot2 (>= 3.1.1), network (>= 1.13), scales (>= 1.0.0) Imports: clue (>= 0.3-58), graphics (>= 3.5.2), grDevices (>= 3.5.2), gtools (>= 3.8.1), igraph (>= 1.2.4.1), lda (>= 1.4.2), Matrix (>= 1.2-15), MASS (>= 7.3-51.4), methods (>= 3.5.2), poisbinom (>= 1.0.1), Rcpp (>= 1.0.2), stats (>= 3.5.2), utils (>= 3.5.2) LinkingTo: Rcpp, RcppArmadillo RoxygenNote: 7.1.1 Packaged: 2026-06-13 09:56:24 UTC; root Config/pak/sysreqs: libfftw3-dev libglpk-dev libxml2-dev Repository: https://solivella.r-universe.dev Date/Publication: 2023-12-12 04:17:21 UTC RemoteUrl: https://github.com/solivella/netmix RemoteRef: HEAD RemoteSha: 627b94ab50e5298f82e5e1e1e211f1b1ac8fb394