Package: NetMix
Type: Package
Title: Dynamic Mixed-Membership Network Regression Model
Version: 0.2.0.3
Date: 2025-06-04
Encoding: UTF-8
Authors@R: c(person(given = "Santiago",
                        family = "Olivella",
                        role = c("aut", "cre"),
                        email = "olivella@unc.edu"),
                 person(given = "Adeline",
                        family = "Lo",
                        role = c("aut")),
                 person(given = "Tyler",
                        family = "Pratt",
                        role = c("aut")),
                 person(given = "Kosuke",
                        family = "Imai",
                        role = c("ctb")))
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
        <https://www.santiagoolivella.info/pdfs/socnet.pdf>.
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: 2026-10-12 13:18:50 UTC; root
Author: Santiago Olivella [aut, cre], Adeline Lo [aut], Tyler Pratt
        [aut], Kosuke Imai [ctb]
Maintainer: Santiago Olivella <olivella@unc.edu>
Repository: https://cran.r-universe.dev
Date/Publication: 2025-06-05 08:43:38 UTC
RemoteUrl: https://github.com/cran/NetMix
RemoteRef: HEAD
RemoteSha: f6a7f6c14686a1c7a0ce225c3b5c410840354618