Other packages > Find by keyword >

netcmc  

Spatio-Network Generalised Linear Mixed Models for Areal Unit and Network Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("netcmc", "1.0.2")



Attach the package and use:
library("netcmc")
Maintained by
George Gerogiannis
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-07
Latest Update: 2022-11-08
Description:
Implements a class of univariate and multivariate spatio-network generalised linear mixed models for areal unit and network data, with inference in a Bayesian setting using Markov chain Monte Carlo (MCMC) simulation. The response variable can be binomial, Gaussian, or Poisson. Spatial autocorrelation is modelled by a set of random effects that are assigned a conditional autoregressive (CAR) prior distribution following the Leroux model (Leroux et al. (2000) ). Network structures are modelled by a set of random effects that reflect a multiple membership structure (Browne et al. (2001) ).
How to cite:
George Gerogiannis (2022). netcmc: Spatio-Network Generalised Linear Mixed Models for Areal Unit and Network Data. R package version 1.0.2, https://cran.r-project.org/web/packages/netcmc. Accessed 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:24), 1.0.1 (2022-06-29 02:20), 1.0.2 (2022-11-08 23:30), 1.0 (2022-02-07 13:00)
Other packages that cited netcmc R package
View netcmc citation profile
Other R packages that netcmc depends, imports, suggests or enhances
Complete documentation for netcmc
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
PermAlgo  
Permutational Algorithm to Simulate Survival Data
This version of the permutational algorithm generates a dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency  
binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  
SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  
gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
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  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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