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stabiliser

Stabilising Variable Selection

v1.0.7 · Mar 9, 2026 · MIT + file LICENSE

Description

A stable approach to variable selection through stability selection and the use of a permutation-based objective stability threshold. Lima et al (2021) <doi:10.1038/s41598-020-79317-8>, Meinshausen and Buhlmann (2010) <doi:10.1111/j.1467-9868.2010.00740.x>.

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CRAN Check Status

14 OK
Show all 14 flavors
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 OK
r-oldrel-macos-x86_64 OK
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 History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 17, 2026
NOTE 8 OK · 6 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

R code for possible problems

perm_model: no visible binding for global variable ‘id’
Undefined global functions or variables:
  id
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘knitr’
  All declared Imports should be used.
NOTE r-patched-linux-x86_64

R code for possible problems

perm_model: no visible binding for global variable ‘id’
Undefined global functions or variables:
  id
NOTE r-release-linux-x86_64

R code for possible problems

perm_model: no visible binding for global variable ‘id’
Undefined global functions or variables:
  id
NOTE r-release-windows-x86_64

R code for possible problems

perm_model: no visible binding for global variable 'id'
Undefined global functions or variables:
  id
NOTE r-oldrel-windows-x86_64

R code for possible problems

perm_model: no visible binding for global variable 'id'
Undefined global functions or variables:
  id

Dependency Network

Dependencies Reverse dependencies glmnet dplyr bigstep rsample tibble purrr tidyr stringr ggplot2 broom caret ncvreg Hmisc expss lme4 +5 more dependencies stabiliser

Version History

new 1.0.7 Mar 10, 2026
updated 1.0.7 ← 1.0.6 diff Mar 8, 2026
updated 1.0.6 ← 1.0.2 diff May 16, 2023
updated 1.0.2 ← 1.0.1 diff Jun 6, 2022
updated 1.0.1 ← 0.1.2 diff Apr 5, 2022
updated 0.1.2 ← 0.1.1 diff Feb 13, 2022
updated 0.1.1 ← 0.1.0 diff Jan 4, 2022
new 0.1.0 Aug 9, 2021