The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

CARBayesST: Spatio-Temporal Generalised Linear Mixed Models for Areal Unit Data

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) <doi:10.1016/j.sste.2014.05.001>. 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.

Version: 4.0
Depends: MASS, R (≥ 3.5.0), Rcpp (≥ 0.11.5)
Imports: CARBayesdata, coda, dplyr, GGally, ggplot2, gridExtra, gtools, leaflet, matrixStats, MCMCpack, parallel, sf, spam, spdep, stats, truncdist, truncnorm, utils
LinkingTo: Rcpp
Published: 2023-10-30
DOI: 10.32614/CRAN.package.CARBayesST
Author: Duncan Lee, Alastair Rushworth, Gary Napier and William Pettersson
Maintainer: Duncan Lee <Duncan.Lee at glasgow.ac.uk>
BugReports: https://github.com/duncanplee/CARBayesST/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/duncanplee/CARBayesST
NeedsCompilation: yes
Citation: CARBayesST citation info
In views: Bayesian, MixedModels, SpatioTemporal
CRAN checks: CARBayesST results

Documentation:

Reference manual: CARBayesST.pdf
Vignettes: Vignette for \textbf{CARBayesST} package.

Downloads:

Package source: CARBayesST_4.0.tar.gz
Windows binaries: r-devel: CARBayesST_4.0.zip, r-release: CARBayesST_4.0.zip, r-oldrel: CARBayesST_4.0.zip
macOS binaries: r-release (arm64): CARBayesST_4.0.tgz, r-oldrel (arm64): CARBayesST_4.0.tgz, r-release (x86_64): CARBayesST_4.0.tgz, r-oldrel (x86_64): CARBayesST_4.0.tgz
Old sources: CARBayesST archive

Reverse dependencies:

Reverse imports: bmstdr

Linking:

Please use the canonical form https://CRAN.R-project.org/package=CARBayesST to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.