gamselBayes
Bayesian Generalized Additive Model Selection
Description
Generalized additive model selection via approximate Bayesian inference is provided. Bayesian mixed model-based penalized splines with spike-and-slab-type coefficient prior distributions are used to facilitate fitting and selection. The approximate Bayesian inference engine options are: (1) Markov chain Monte Carlo and (2) mean field variational Bayes. Markov chain Monte Carlo has better Bayesian inferential accuracy, but requires a longer run-time. Mean field variational Bayes is faster, but less accurate. The methodology is described in He and Wand (2024) <doi:10.1007/s10182-023-00490-y>.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | WARNING |
| r-devel-linux-x86_64-debian-gcc | WARNING |
| 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 | WARNING |
| r-release-linux-x86_64 | WARNING |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (6 non-OK)
sizes of PDF files under ‘inst/doc’
‘gs+qpdf’ made some significant size reductions:
compacted ‘manual.pdf’ from 739Kb to 369Kb
consider running tools::compactPDF(gs_quality = "ebook") on these files,
or build the source package with --compact-vignettes=both
sizes of PDF files under ‘inst/doc’
‘gs+qpdf’ made some significant size reductions:
compacted ‘manual.pdf’ from 739Kb to 369Kb
consider running tools::compactPDF(gs_quality = "ebook") on these files,
or build the source package with --compact-vignettes=both
installed package size
installed size is 6.0Mb
sub-directories of 1Mb or more:
libs 5.0Mb
installed package size
installed size is 6.1Mb
sub-directories of 1Mb or more:
libs 5.1Mb
sizes of PDF files under ‘inst/doc’
‘gs+qpdf’ made some significant size reductions:
compacted ‘manual.pdf’ from 739Kb to 369Kb
consider running tools::compactPDF(gs_quality = "ebook") on these files,
or build the source package with --compact-vignettes=both
sizes of PDF files under ‘inst/doc’
‘gs+qpdf’ made some significant size reductions:
compacted ‘manual.pdf’ from 739Kb to 369Kb
consider running tools::compactPDF(gs_quality = "ebook") on these files,
or build the source package with --compact-vignettes=both
Check History
WARNING 11 OK · 2 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Mar 28, 2026
sizes of PDF files under ‘inst/doc’
‘gs+qpdf’ made some significant size reductions:
compacted ‘manual.pdf’ from 739Kb to 369Kb
consider running tools::compactPDF(gs_quality = "ebook") on these files,
or build the source package with --compact-vignettes=both
installed package size
installed size is 6.0Mb
sub-directories of 1Mb or more:
libs 5.0Mb
installed package size
installed size is 6.1Mb
sub-directories of 1Mb or more:
libs 5.1Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 6.0Mb
sub-directories of 1Mb or more:
libs 5.0Mb
installed package size
installed size is 6.1Mb
sub-directories of 1Mb or more:
libs 5.1Mb