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 28 Aug. 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), (2026-07-09 07:59)
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

survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  
shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
mxnorm  
Apply Normalization Methods to Multiplexed Images
Implements methods to normalize multiplexed imaging data, including statistical metrics and visuali ...
Download / Learn more Package Citations See dependency  
spatialCovariance  
Computation of Spatial Covariance Matrices for Data on Rectangles
Functions that compute the spatial covariance matrix for the matern and power classes of spatial mod ...
Download / Learn more Package Citations See dependency  
NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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