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BranchGLM

Efficient Best Subset Selection for GLMs via Branch and Bound Algorithms

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

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
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (13 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
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 10, 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

Dependencies Reverse dependencies Rcpp BranchGLM

Version History

new 3.0.1 Mar 10, 2026
updated 3.0.1 ← 3.0.0 diff Sep 27, 2024
updated 3.0.0 ← 2.1.6 diff Aug 20, 2024
updated 2.1.6 ← 2.1.5 diff Jun 10, 2024
updated 2.1.5 ← 2.1.4 diff Apr 7, 2024
updated 2.1.4 ← 2.1.3 diff Jan 27, 2024
updated 2.1.3 ← 2.1.2 diff Dec 6, 2023
updated 2.1.2 ← 2.1.1 diff Aug 30, 2023
updated 2.1.1 ← 2.1.0 diff May 13, 2023
updated 2.1.0 ← 2.0.1 diff Mar 4, 2023
updated 2.0.1 ← 2.0.0 diff Jan 13, 2023
updated 2.0.0 ← 1.3.2 diff Oct 30, 2022
updated 1.3.2 ← 1.3.1 diff Oct 3, 2022
updated 1.3.1 ← 1.3.0 diff Aug 28, 2022
updated 1.3.0 ← 1.2.0 diff Aug 8, 2022
updated 1.2.0 ← 1.1.3 diff Jul 22, 2022
updated 1.1.3 ← 1.1.2 diff Jun 29, 2022
updated 1.1.2 ← 1.1.1 diff Jun 22, 2022
updated 1.1.1 ← 1.1.0 diff Jun 12, 2022
updated 1.1.0 ← 1.0.0 diff Jun 7, 2022