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cff-version: 1.2.0
message: 'To cite package "NetMix" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'NetMix: Dynamic Mixed-Membership Network Regression Model'
version: 0.2.0.2
doi: 10.32614/CRAN.package.NetMix
abstract: '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>.'
authors:
- family-names: Olivella
  given-names: Santiago
  email: olivella@unc.edu
- family-names: Lo
  given-names: Adeline
- family-names: Pratt
  given-names: Tyler
- family-names: Imai
  given-names: Kosuke
repository: https://CRAN.R-project.org/package=NetMix
repository-code: https://github.com/solivella/NetMix
url: https://github.com/solivella/NetMix
date-released: '2023-12-11'
contact:
- family-names: Olivella
  given-names: Santiago
  email: olivella@unc.edu
- family-names: Lo
  given-names: Adeline
- family-names: Pratt
  given-names: Tyler
- family-names: Imai
  given-names: Kosuke