Other packages > Find by keyword >

CARBayes  

Spatial Generalised Linear Mixed Models for Areal Unit Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CARBayes", "6.1.1")



Attach the package and use:
library("CARBayes")
Maintained by
Duncan Lee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-03-27
Latest Update: 2024-03-08
Description:
Implements a class of univariate and multivariate spatial generalised linear mixed models for areal unit data, with inference in a Bayesian setting using Markov chain Monte Carlo (MCMC) simulation using a single or multiple Markov chains. The response variable can be binomial, Gaussian, multinomial, Poisson or zero-inflated Poisson (ZIP), and spatial autocorrelation is modelled by a set of random effects that are assigned a conditional autoregressive (CAR) prior distribution. A number of different models are available for univariate spatial data, including models with no random effects as well as random effects modelled by different types of CAR prior, including the BYM model (Besag et al., 1991, ) and Leroux model (Leroux et al., 2000, ). Additionally, a multivariate CAR (MCAR) model for multivariate spatial data is available, as is a two-level hierarchical model for modelling data relating to individuals within areas. Full details are given in the vignette accompanying this package. The initial creation of this package was supported by the Economic and Social Research Council (ESRC) grant RES-000-22-4256, and on-going development has been supported by the Engineering and Physical Science Research Council (EPSRC) grant EP/J017442/1, ESRC grant ES/K006460/1, Innovate UK / Natural Environment Research Council (NERC) grant NE/N007352/1 and the TB Alliance.
How to cite:
Duncan Lee (2012). CARBayes: Spatial Generalised Linear Mixed Models for Areal Unit Data. R package version 6.1.1, https://cran.r-project.org/web/packages/CARBayes. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0 (2012-03-27 16:22), 1.1 (2012-08-27 12:50), 1.2 (2012-10-31 16:39), 1.3 (2013-03-05 16:02), 1.4 (2013-05-06 21:33), 1.5 (2013-09-02 21:53), 1.6 (2013-11-05 09:43), 2.0 (2013-12-04 07:39), 3.0 (2014-04-04 18:44), 4.0 (2014-12-16 17:35), 4.1 (2015-04-01 08:04), 4.2 (2015-06-30 18:13), 4.3 (2015-09-16 12:47), 4.4 (2016-02-03 22:04), 4.5 (2016-05-07 01:27), 4.6 (2016-06-08 15:40), 4.7 (2017-02-01 16:12), 5.0 (2017-06-01 12:58), 5.1.1 (2018-12-06 12:50), 5.1.2 (2019-06-21 17:10), 5.1.3 (2019-12-12 10:30), 5.1 (2018-09-10 13:00), 5.2.2 (2021-01-15 14:10), 5.2.3 (2021-02-03 10:10), 5.2.4 (2021-05-31 09:40), 5.2.5 (2021-09-30 10:10), 5.2 (2020-03-13 09:50), 5.3 (2022-05-12 17:20), 6.0 (2023-08-09 19:50), 6.1 (2023-11-17 12:40)
Other packages that cited CARBayes R package
View CARBayes citation profile
Other R packages that CARBayes depends, imports, suggests or enhances
Complete documentation for CARBayes
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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