stepPenal

Stepwise Forward Variable Selection in Penalized Regression

v0.2 · Aug 24, 2018 · GPL-2

Description

Model Selection Based on Combined Penalties. This package implements a stepwise forward variable selection algorithm based on a penalized likelihood criterion that combines the L0 with L2 or L1 norms.

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14 NOTE

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	29.3s
r-devel-linux-x86_64-debian-gcc	NOTE	22.7s
r-devel-linux-x86_64-fedora-clang	NOTE	42.9s
r-devel-linux-x86_64-fedora-gcc	NOTE	42.5s
r-devel-macos-arm64	NOTE	11s
r-devel-windows-x86_64	NOTE	52s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	24s
r-oldrel-windows-x86_64	NOTE	58s
r-patched-linux-x86_64	NOTE	26.9s
r-release-linux-x86_64	NOTE	26s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	31s
r-release-windows-x86_64	NOTE	49s

Check details (19 non-OK)

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

CRAN incoming feasibility

Maintainer: ‘Eleni Vradi <vradi.eleni@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Eleni",
                    family = "Vradi",
                    role = c("aut", "cre"),
                    email = "vradi.eleni@gmail.com")
as necessary.

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

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

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

CRAN incoming feasibility

Maintainer: ‘Eleni Vradi <vradi.eleni@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Eleni",
                    family = "Vradi",
                    role = c("aut", "cre"),
                    email = "vradi.eleni@gmail.com")
as necessary.

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

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-oldrel-macos-arm64

LazyData

'LazyData' is specified without a 'data' directory

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-oldrel-macos-x86_64

LazyData

'LazyData' is specified without a 'data' directory

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^
checkRd: (-1) tuneParamCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

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

CRAN incoming feasibility

Maintainer: ‘Eleni Vradi <vradi.eleni@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Eleni",
                    family = "Vradi",
                    role = c("aut", "cre"),
                    email = "vradi.eleni@gmail.com")
as necessary.

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

CRAN incoming feasibility

Maintainer: ‘Eleni Vradi <vradi.eleni@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Eleni",
                    family = "Vradi",
                    role = c("aut", "cre"),
                    email = "vradi.eleni@gmail.com")
as necessary.

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) tuneParam.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                
...[truncated]...
ramCL2.Rd:28: Lost braces; missing escapes or markup?
    28 | It supports the BFGS optimization method ('QN') from the optim {stats} function, the Hooke-Jeeves derivative-free
       |                                                                ^

Dependency Network

Version History

new 0.2 Mar 10, 2026

updated 0.2 ← 0.1 diff Aug 23, 2018

new 0.1 Dec 22, 2016

Maintainer

Eleni Vradi

Dependencies

Depends

R (>= 3.5.0)

Imports

glmnet mvtnorm pROC dfoptim caret stats base

Compilation

No compilation needed

First Published

Dec 22, 2016

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