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l0ara

Sparse Generalized Linear Model with L0 Approximation for Feature Selection

v0.1.6 · Feb 5, 2020 · GPL-2

Description

An efficient procedure for feature selection for generalized linear models with L0 penalty, including linear, logistic, Poisson, gamma, inverse Gaussian regression. Adaptive ridge algorithms are used to fit the models.

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CRAN Check Status

5 NOTE
9 OK
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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 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
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: ‘Wenchuan Guo <wguo007@ucr.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wenchuan",
                      family = "Guo",
                      role = c("aut", "cre"),
                      email = "wguo007@ucr.edu"),
               person(given = "Shujie",
                      family = "Ma",
                      role = "aut"),
               person(given = "Zhenqiu",
                      family = "Liu",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Wenchuan Guo <wguo007@ucr.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wenchuan",
                      family = "Guo",
                      role = c("aut", "cre"),
                      email = "wguo007@ucr.edu"),
               person(given = "Shujie",
                      family = "Ma",
                      role = "aut"),
               person(given = "Zhenqiu",
                      family = "Liu",
                      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

*


            
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
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 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Wenchuan Guo <wguo007@ucr.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wenchuan",
                      family = "Guo",
                      role = c("aut", "cre"),
                      email = "wguo007@ucr.edu"),
               person(given = "Shujie",
                      family = "Ma",
                      role = "aut"),
               person(given = "Zhenqiu",
                      family = "Liu",
                      ro
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Wenchuan Guo <wguo007@ucr.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wenchuan",
                      family = "Guo",
                      role = c("aut", "cre"),
                      email = "wguo007@ucr.edu"),
               person(given = "Shujie",
                      family = "Ma",
                      role = "aut"),
               person(given = "Zhenqiu",
                      family = "Liu",
                      ro
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

Dependency Network

Dependencies Reverse dependencies Rcpp l0ara

Version History

new 0.1.6 Mar 9, 2026