BranchGLM

Efficient Best Subset Selection for GLMs via Branch and Bound Algorithms

v3.0.1 · Sep 27, 2024 · Apache License (>= 2)

Description

Performs efficient and scalable glm best subset selection using a novel implementation of a branch and bound algorithm. To speed up the model fitting process, a range of optimization methods are implemented in 'RcppArmadillo'. Parallel computation is available using 'OpenMP'.

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CRAN Check Status

13 NOTE

1 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	280.4s
r-devel-linux-x86_64-debian-gcc	NOTE	187.8s
r-devel-linux-x86_64-fedora-clang	NOTE	334.5s
r-devel-linux-x86_64-fedora-gcc	NOTE	453.1s
r-devel-macos-arm64	NOTE	34s
r-devel-windows-x86_64	NOTE	298s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	165s
r-oldrel-windows-x86_64	OK	328s
r-patched-linux-x86_64	NOTE	239.9s
r-release-linux-x86_64	NOTE	240.9s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	129s
r-release-windows-x86_64	NOTE	277s

Check details (14 non-OK)

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

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

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

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-devel-macos-arm64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'BranchGLM.R' 'BranchGLMTable.R' 'VariableImportance.R'
    'VariableImportance.boot.R' 'summaryBranchGLMVS.R'

NOTE r-oldrel-macos-arm64

installed package size

  installed size is  9.8Mb
  sub-directories of 1Mb or more:
    libs   9.1Mb

NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 10.0Mb
  sub-directories of 1Mb or more:
    libs   9.3Mb

OK r-oldrel-windows-x86_64

NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-release-linux-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-release-macos-arm64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-release-macos-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-release-windows-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'BranchGLM.R' 'BranchGLMTable.R' 'VariableImportance.R'
    'VariableImportance.boot.R' 'summaryBranchGLMVS.R'

Check History

NOTE 1 OK · 13 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

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

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

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

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-devel-macos-arm64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'BranchGLM.R' 'BranchGLMTable.R' 'VariableImportance.R'
    'VariableImportance.boot.R' 'summaryBranchGLMVS.R'

NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-release-linux-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-release-macos-arm64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-release-macos-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘BranchGLM.R’ ‘BranchGLMTable.R’ ‘VariableImportance.R’
    ‘VariableImportance.boot.R’ ‘summaryBranchGLMVS.R’

NOTE r-release-windows-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'BranchGLM.R' 'BranchGLMTable.R' 'VariableImportance.R'
    'VariableImportance.boot.R' 'summaryBranchGLMVS.R'

NOTE r-oldrel-macos-arm64

installed package size

  installed size is  9.8Mb
  sub-directories of 1Mb or more:
    libs   9.1Mb

NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 10.0Mb
  sub-directories of 1Mb or more:
    libs   9.3Mb

Dependency Network

Version History

new 3.0.1 Mar 9, 2026

Maintainer

Jacob Seedorff

Dependencies

Depends

R (>= 3.3.0)

Imports

Rcpp (>= 1.0.7) methods stats graphics

Suggests

knitr rmarkdown testthat (>= 3.0.0)

Compilation

Needs compilation

First Published

Mar 9, 2026

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CRAN Checks

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