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BayesGP

Efficient Implementation of Gaussian Process in Bayesian Hierarchical Models

v0.1.3 · Nov 12, 2024 · GPL (>= 3)

Description

Implements Bayesian hierarchical models with flexible Gaussian process priors, focusing on Extended Latent Gaussian Models and incorporating various Gaussian process priors for Bayesian smoothing. Computations leverage finite element approximations and adaptive quadrature for efficient inference. Methods are detailed in Zhang, Stringer, Brown, and Stafford (2023) <doi:10.1177/09622802221134172>; Zhang, Stringer, Brown, and Stafford (2024) <doi:10.1080/10618600.2023.2289532>; Zhang, Brown, and Stafford (2023) <doi:10.48550/arXiv.2305.09914>; and Stringer, Brown, and Stafford (2021) <doi:10.1111/biom.13329>.

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CRAN Check Status

3 NOTE
11 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
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 NOTE
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)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

installed package size

  installed size is 45.0Mb
  sub-directories of 1Mb or more:
    libs  43.9Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 45.3Mb
  sub-directories of 1Mb or more:
    libs  44.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is 13.8Mb
  sub-directories of 1Mb or more:
    libs  12.7Mb
OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 45.0Mb
  sub-directories of 1Mb or more:
    libs  43.9Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 45.3Mb
  sub-directories of 1Mb or more:
    libs  44.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is 13.8Mb
  sub-directories of 1Mb or more:
    libs  12.7Mb

Dependency Network

Dependencies Reverse dependencies TMB numDeriv rstan sfsmisc Matrix aghq fda tmbstan LaplacesDemon BayesGP

Version History

new 0.1.3 Mar 9, 2026