SOIL

Sparsity Oriented Importance Learning

v1.1 · Sep 20, 2017 · GPL-2

Description

Sparsity Oriented Importance Learning (SOIL) provides a new variable importance measure for high dimensional linear regression and logistic regression from a sparse penalization perspective, by taking into account the variable selection uncertainty via the use of a sensible model weighting. The package is an implementation of Ye, C., Yang, Y., and Yang, Y. (2017+).

Downloads

581

Last 30 days

6436th

581

Last 90 days

581

Last year

CRAN Check Status

2 NOTE

12 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	69.5s
r-devel-linux-x86_64-debian-gcc	NOTE	50.8s
r-devel-linux-x86_64-fedora-clang	OK	111.5s
r-devel-linux-x86_64-fedora-gcc	OK	100.1s
r-devel-macos-arm64	OK	19s
r-devel-windows-x86_64	OK	77s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	47s
r-oldrel-windows-x86_64	OK	97s
r-patched-linux-x86_64	OK	66.2s
r-release-linux-x86_64	OK	63.2s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	63s
r-release-windows-x86_64	OK	77s

Check details (14 non-OK)

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

CRAN incoming feasibility

Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Chenglong",
                      family = "Ye",
                      role = "aut",
                      email = "yexxx323@umn.edu"),
               person(given = "Yi",
                      family = "Yang",
                      role = c("aut", "cre"),
                      email = "yi.yang6@mcgill.ca"),
               person(given = "Yuhong",
                      family = "Yang",
                      role = "aut",
                      email = "yyang@stat.umn.edu"))
as necessary.

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

CRAN incoming feasibility

Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Chenglong",
                      family = "Ye",
                      role = "aut",
                      email = "yexxx323@umn.edu"),
               person(given = "Yi",
                      family = "Yang",
                      role = c("aut", "cre"),
                      email = "yi.yang6@mcgill.ca"),
               person(given = "Yuhong",
                      family = "Yang",
                      role = "aut",
                      email = "yyang@stat.umn.edu"))
as necessary.

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

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

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

CRAN incoming feasibility

Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Chenglong",
                      family = "Ye",
                      role = "aut",
                      email = "yexxx323@umn.edu"),
               person(given = "Yi",
                      family = "Yang",
                      role = c("aut", "cre"),
                      email = "yi.yang6@mcgill.ca"),
               person(given = "Yuhong",

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

CRAN incoming feasibility

Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Chenglong",
                      family = "Ye",
                      role = "aut",
                      email = "yexxx323@umn.edu"),
               person(given = "Yi",
                      family = "Yang",
                      role = c("aut", "cre"),
                      email = "yi.yang6@mcgill.ca"),
               person(given = "Yuhong",

Dependency Network

Version History

new 1.1 Mar 10, 2026