The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
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>.
Version: | 0.2.0.2 |
Depends: | R (≥ 4.1.0) |
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 |
Suggests: | ergm (≥ 3.9.4), ggplot2 (≥ 3.1.1), network (≥ 1.13), scales (≥ 1.0.0) |
Published: | 2023-12-13 |
DOI: | 10.32614/CRAN.package.NetMix |
Author: | Santiago Olivella [aut, cre], Adeline Lo [aut, cre], Tyler Pratt [aut, cre], Kosuke Imai [aut, cre] |
Maintainer: | Santiago Olivella <olivella at unc.edu> |
BugReports: | https://github.com/solivella/NetMix/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | NetMix results |
Reference manual: | NetMix.pdf |
Package source: | NetMix_0.2.0.2.tar.gz |
Windows binaries: | r-devel: NetMix_0.2.0.2.zip, r-release: NetMix_0.2.0.2.zip, r-oldrel: NetMix_0.2.0.2.zip |
macOS binaries: | r-release (arm64): NetMix_0.2.0.2.tgz, r-oldrel (arm64): NetMix_0.2.0.2.tgz, r-release (x86_64): NetMix_0.2.0.2.tgz, r-oldrel (x86_64): NetMix_0.2.0.2.tgz |
Old sources: | NetMix archive |
Please use the canonical form https://CRAN.R-project.org/package=NetMix to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.