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modelSelection

High-Dimensional Model Selection

v1.0.5 · Jan 19, 2026 · GPL (>= 2)

Description

Model selection and averaging for regression, generalized linear models, generalized additive models, graphical models and mixtures, focusing on Bayesian model selection and information criteria (Bayesian information criterion etc.). See Rossell (2025) <doi:10.5281/zenodo.17119597> (see the URL field below for its URL) for a hands-on book describing the methods, examples and suggested citations if you use the package.

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CRAN Check Status

2 NOTE
12 OK
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Flavor Status
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 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 (2 non-OK)
NOTE r-oldrel-macos-arm64

installed package size

installed size is 16.5Mb
  sub-directories of 1Mb or more:
    libs  15.4Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 17.5Mb
  sub-directories of 1Mb or more:
    libs  16.4Mb

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 16.5Mb
  sub-directories of 1Mb or more:
    libs  15.4Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 17.5Mb
  sub-directories of 1Mb or more:
    libs  16.4Mb

Dependency Network

Dependencies Reverse dependencies Rcpp dplyr glmnet intervals L0Learn Matrix mclust mgcv mvtnorm ncvreg pracma sparseMatrixStats survival modelSelection

Version History

new 1.0.5 Mar 10, 2026
updated 1.0.5 ← 1.0.4 diff Jan 18, 2026
updated 1.0.4 ← 1.0.3 diff Oct 20, 2025
new 1.0.3 Sep 20, 2025