Other packages > Find by keyword >

NetMix  

Dynamic Mixed-Membership Network Regression Model
View on CRAN: Click here


Download and install NetMix package within the R console
Install from CRAN:
install.packages("NetMix")

Install from Github:
library("remotes")
install_github("cran/NetMix")

Install by package version:
library("remotes")
install_version("NetMix", "0.2.0.3")



Attach the package and use:
library("NetMix")
Maintained by
Santiago Olivella
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-26
Latest Update: 2025-06-05
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 .
How to cite:
Santiago Olivella (2019). NetMix: Dynamic Mixed-Membership Network Regression Model. R package version 0.2.0.3, https://cran.r-project.org/web/packages/NetMix. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.4 (2019-07-26 11:10), 0.1.5 (2020-01-14 22:10), 0.2.0.1 (2022-11-16 17:34), 0.2.0.2 (2023-12-13 20:50), 0.2.0 (2021-03-01 18:40)
Other packages that cited NetMix R package
View NetMix citation profile
Other R packages that NetMix depends, imports, suggests or enhances
Complete documentation for NetMix
Functions, R codes and Examples using the NetMix R package
Some associated functions: auxfuns . coef.mmsbm . covFX . gof . head.mmsbm . lazega_dyadic . lazega_monadic . mmsbm . mmsbm_fit . plot.mmsbm . predict.mmsbm . simulate.mmsbm . summary.mmsbm . vcov.mmsbm . 
Some associated R codes: RcppExports.R . auxfuns.R . coef.mmsbm.R . covFX.R . data.R . gof.mmsbm.R . head.mmsbm.R . mmsbm.R . plot.mmsbm.R . predict.mmsbm.R . simulate.mmsbm.R . summary.mmsbm.R . vcov.mmsbm.R .  Full NetMix package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA