Other packages > Find by keyword >

CARBayesST  

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


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

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

Install by package version:
library("remotes")
install_version("CARBayesST", "4.0")



Attach the package and use:
library("CARBayesST")
Maintained by
Duncan Lee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-08-11
Latest Update: 2023-10-30
Description:
Implements a class of univariate and multivariate spatio-temporal generalised linear mixed models for areal unit data, with inference in a Bayesian setting using Markov chain Monte Carlo (MCMC) simulation. The response variable can be binomial, Gaussian, or Poisson, but for some models only the binomial and Poisson data likelihoods are available. The spatio-temporal autocorrelation is modelled by random effects, which are assigned conditional autoregressive (CAR) style prior distributions. A number of different random effects structures are available, including models similar to Rushworth et al. (2014) . Full details are given in the vignette accompanying this package. The creation and development of this package was supported by the Engineering and Physical Sciences Research Council (EPSRC) grants EP/J017442/1 and EP/T004878/1 and the Medical Research Council (MRC) grant MR/L022184/1.
How to cite:
Duncan Lee (2014). CARBayesST: Spatio-Temporal Generalised Linear Mixed Models for Areal Unit Data. R package version 4.0, https://cran.r-project.org/web/packages/CARBayesST. Accessed 06 Oct. 2026.
Previous versions and publish date:
1.0 (2014-08-11 08:38), 1.1 (2014-11-14 18:12), 2.0 (2015-07-06 18:51), 2.1 (2015-08-26 14:14), 2.2 (2016-02-25 18:03), 2.3 (2016-06-15 17:26), 2.4 (2016-07-28 17:28), 2.5.1 (2017-08-14 14:20), 2.5.2 (2018-04-17 11:50), 2.5 (2017-03-16 12:26), 3.0.1 (2019-01-08 12:50), 3.0.2 (2019-12-12 11:50), 3.0 (2018-09-27 17:30), 3.1.1 (2021-02-04 16:30), 3.1 (2020-03-09 16:10), 3.2.1 (2021-05-31 09:30), 3.2.2 (2022-03-16 17:00), 3.2.3 (2022-04-26 12:20), 3.2 (2021-03-31 02:10), 3.3.1 (2023-01-17 14:30), 3.3 (2022-05-12 18:30), (2026-07-09 07:59)
Other packages that cited CARBayesST R package
View CARBayesST citation profile
Other R packages that CARBayesST depends, imports, suggests or enhances
Complete documentation for CARBayesST
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
Download / Learn more Package Citations See dependency  
gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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