Skip to content

SGL

Fit a GLM (or Cox Model) with a Combination of Lasso and Group Lasso Regularization

v1.3 · Sep 27, 2019 · GPL

Description

Fit a regularized generalized linear model via penalized maximum likelihood. The model is fit for a path of values of the penalty parameter. Fits linear, logistic and Cox models.

Downloads

436

Last 30 days

7978th

436

Last 90 days

436

Last year

CRAN Check Status

2 NOTE
12 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 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 details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Noah Simon <nrsimon@uw.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Noah",
                      family = "Simon",
                      role = c("aut", "cre"),
                      email = "nrsimon@uw.edu"),
               person(given = "Jerome",
                      family = "Friedman",
                      role = "aut"),
               person(given = "Trevor",
                      family = "Hastie",
                      role = "aut"),
               person(given = "Rob",
                      family = "Tibshirani",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Noah Simon <nrsimon@uw.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Noah",
                      family = "Simon",
                      role = c("aut", "cre"),
                      email = "nrsimon@uw.edu"),
               person(given = "Jerome",
                      family = "Friedman",
                      role = "aut"),
               person(given = "Trevor",
                      family = "Hastie",
                      role = "aut"),
               person(given = "Rob",
                      family = "Tibshirani",
                      role = "aut"))
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: ‘Noah Simon <nrsimon@uw.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Noah",
                      family = "Simon",
                      role = c("aut", "cre"),
                      email = "nrsimon@uw.edu"),
               person(given = "Jerome",
                      family = "Friedman",
                      role = "aut"),
               person(given = "Trevor",
                      family = "Hastie",
                      
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Noah Simon <nrsimon@uw.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Noah",
                      family = "Simon",
                      role = c("aut", "cre"),
                      email = "nrsimon@uw.edu"),
               person(given = "Jerome",
                      family = "Friedman",
                      role = "aut"),
               person(given = "Trevor",
                      family = "Hastie",
                      

Reverse Dependencies (3)

Dependency Network

Dependencies Reverse dependencies SelectBoost.gamlss dfr sgs SGL

Version History

new 1.3 Mar 9, 2026