CARBayesST

Spatio-Temporal Generalised Linear Mixed Models for Areal Unit Data

v4.0 · Oct 30, 2023 · GPL (>= 2)

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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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	446.6s
r-devel-linux-x86_64-debian-gcc	NOTE	243s
r-devel-linux-x86_64-fedora-clang	OK	553.5s
r-devel-linux-x86_64-fedora-gcc	OK	601.6s
r-devel-windows-x86_64	OK	343s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	324s
r-oldrel-windows-x86_64	OK	447s
r-patched-linux-x86_64	OK	326.8s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	81s
r-release-macos-x86_64	OK	450s
r-release-windows-x86_64	OK	345s

Check details (2 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

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.

NOTE r-devel-linux-x86_64-debian-gcc

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.

Check History

NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

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"),
            
...[truncated]...
             person(given = "Gary",
                      family = "Napier",
                      role = "aut"),
               person(given = "William",
                      family = "Pettersson",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

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"),
            
...[truncated]...
             person(given = "Gary",
                      family = "Napier",
                      role = "aut"),
               person(given = "William",
                      family = "Pettersson",
                      role = "aut"))
as necessary.

ERROR 11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026

NOTE r-devel-linux-x86_64-debian-clang

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"),
            
...[truncated]...
             person(given = "Gary",
                      family = "Napier",
                      role = "aut"),
               person(given = "William",
                      family = "Pettersson",
                      role = "aut"))
as necessary.

ERROR r-devel-linux-x86_64-debian-gcc

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"),
            
...[truncated]...
             person(given = "Gary",
                      family = "Napier",
                      role = "aut"),
               person(given = "William",
                      family = "Pettersson",
                      role = "aut"))
as necessary.

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026

NOTE r-devel-linux-x86_64-debian-clang

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"),
            
...[truncated]...
             person(given = "Gary",
                      family = "Napier",
                      role = "aut"),
               person(given = "William",
                      family = "Pettersson",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

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"),
            
...[truncated]...
             person(given = "Gary",
                      family = "Napier",
                      role = "aut"),
               person(given = "William",
                      family = "Pettersson",
                      role = "aut"))
as necessary.

NOTE r-oldrel-macos-arm64

installed package size

installed size is  8.1Mb
  sub-directories of 1Mb or more:
    R      1.0Mb
    libs   5.9Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  9.0Mb
  sub-directories of 1Mb or more:
    R      2.0Mb
    libs   5.9Mb

ERROR 9 OK · 4 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026

NOTE r-devel-linux-x86_64-debian-clang

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"),
            
...[truncated]...
             person(given = "Gary",
                      family = "Napier",
                      role = "aut"),
               person(given = "William",
                      family = "Pettersson",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

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"),
            
...[truncated]...
             person(given = "Gary",
                      family = "Napier",
                      role = "aut"),
               person(given = "William",
                      family = "Pettersson",
                      role = "aut"))
as necessary.

ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/CARBayesST.Rcheck/00install.out' for details.

NOTE r-oldrel-macos-arm64

installed package size

installed size is  8.1Mb
  sub-directories of 1Mb or more:
    R      1.0Mb
    libs   5.9Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  9.0Mb
  sub-directories of 1Mb or more:
    R      2.0Mb
    libs   5.9Mb

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-devel-linux-x86_64-debian-clang

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"),
            
...[truncated]...
             person(given = "Gary",
                      family = "Napier",
                      role = "aut"),
               person(given = "William",
                      family = "Pettersson",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

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"),
            
...[truncated]...
             person(given = "Gary",
                      family = "Napier",
                      role = "aut"),
               person(given = "William",
                      family = "Pettersson",
                      role = "aut"))
as necessary.

NOTE r-oldrel-macos-arm64

installed package size

installed size is  8.1Mb
  sub-directories of 1Mb or more:
    R      1.0Mb
    libs   5.9Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  9.0Mb
  sub-directories of 1Mb or more:
    R      2.0Mb
    libs   5.9Mb

Reverse Dependencies (1)

imports

bmstdr

Dependency Network

Version History

23 tracked

new 4.0 Mar 10, 2026

updated 4.0 ← 3.3.1 diff Oct 29, 2023

updated 3.3.1 ← 3.3 diff Jan 16, 2023

updated 3.3 ← 3.2.3 diff May 11, 2022

updated 3.2.3 ← 3.2.2 diff Apr 25, 2022

updated 3.2.2 ← 3.2.1 diff Mar 15, 2022

updated 3.2.1 ← 3.2 diff May 30, 2021

updated 3.2 ← 3.1.1 diff Mar 30, 2021

updated 3.1.1 ← 3.1 diff Feb 3, 2021

updated 3.1 ← 3.0.2 diff Mar 8, 2020

updated 3.0.2 ← 3.0.1 diff Dec 11, 2019

updated 3.0.1 ← 3.0 diff Jan 7, 2019

updated 3.0 ← 2.5.2 diff Sep 26, 2018

updated 2.5.2 ← 2.5.1 diff Apr 16, 2018

updated 2.5.1 ← 2.5 diff Aug 13, 2017