CARBayesST
Spatio-Temporal Generalised Linear Mixed Models for Areal Unit Data
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) <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.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
CRAN incoming feasibility
Maintainer: ‘Duncan Lee <Duncan.Lee@glasgow.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Duncan",
family = "Lee",
role = c("aut", "cre"),
email = "duncan.lee@glasgow.ac.uk"),
person(given = "Alastair",
family = "Rushworth",
role = "aut"),
person(given = "Gary",
family = "Napier",
role = "aut"),
person(given = "William",
family = "Pettersson",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Duncan Lee <Duncan.Lee@glasgow.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Duncan",
family = "Lee",
role = c("aut", "cre"),
email = "duncan.lee@glasgow.ac.uk"),
person(given = "Alastair",
family = "Rushworth",
role = "aut"),
person(given = "Gary",
family = "Napier",
role = "aut"),
person(given = "William",
family = "Pettersson",
role = "aut"))
as necessary.
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installed package size
installed size is 8.1Mb
sub-directories of 1Mb or more:
R 1.0Mb
libs 5.9Mb
installed package size
installed size is 9.0Mb
sub-directories of 1Mb or more:
R 2.0Mb
libs 5.9Mb
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Check History
NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Duncan Lee <Duncan.Lee@glasgow.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Duncan",
family = "Lee",
role = c("aut", "cre"),
email = "duncan.lee@glasgow.ac.uk"),
person(given = "Alastair",
family = "Rushworth",
role = "aut"),
person(given = "Gary",
family = "Napier",
CRAN incoming feasibility
Maintainer: ‘Duncan Lee <Duncan.Lee@glasgow.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Duncan",
family = "Lee",
role = c("aut", "cre"),
email = "duncan.lee@glasgow.ac.uk"),
person(given = "Alastair",
family = "Rushworth",
role = "aut"),
person(given = "Gary",
family = "Napier",
installed package size
installed size is 8.1Mb
sub-directories of 1Mb or more:
R 1.0Mb
libs 5.9Mb
installed package size
installed size is 9.0Mb
sub-directories of 1Mb or more:
R 2.0Mb
libs 5.9Mb