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 16 Jul. 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

Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  
bbdetection  
Identification of Bull and Bear States of the Market
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency  
tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
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