enetLTS

Robust and Sparse Methods for High Dimensional Linear and Binary and Multinomial Regression

v1.1.0 · May 21, 2022 · GPL (>= 3)

Description

Fully robust versions of the elastic net estimator are introduced for linear and binary and multinomial regression, in particular high dimensional data. The algorithm searches for outlier free subsets on which the classical elastic net estimators can be applied. A reweighting step is added to improve the statistical efficiency of the proposed estimators. Selecting appropriate tuning parameters for elastic net penalties are done via cross-validation.

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14 NOTE

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	120.4s
r-devel-linux-x86_64-debian-gcc	NOTE	81.4s
r-devel-linux-x86_64-fedora-clang	NOTE	184.5s
r-devel-linux-x86_64-fedora-gcc	NOTE	180.3s
r-devel-macos-arm64	NOTE	31s
r-devel-windows-x86_64	NOTE	120s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	67s
r-oldrel-windows-x86_64	NOTE	164s
r-patched-linux-x86_64	NOTE	110.9s
r-release-linux-x86_64	NOTE	109s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	86s
r-release-windows-x86_64	NOTE	119s

Check details (16 non-OK)

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

CRAN incoming feasibility

Maintainer: ‘Fatma Sevinc Kurnaz <fatmasevinckurnaz@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Fatma", "Sevinc"),
                      family = "Kurnaz",
                      role = c("aut", "cre"),
                      email = "fatmasevinckurnaz@gmail.com"),
               person(given = "Irene",
                      family = "Hoffmann",
                      role = "aut"),
               person(given = "Peter",
                      family = "Filzmoser",
                      role = "aut"))
as necessary.

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

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

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

CRAN incoming feasibility

Maintainer: ‘Fatma Sevinc Kurnaz <fatmasevinckurnaz@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Fatma", "Sevinc"),
                      family = "Kurnaz",
                      role = c("aut", "cre"),
                      email = "fatmasevinckurnaz@gmail.com"),
               person(given = "Irene",
                      family = "Hoffmann",
                      role = "aut"),
               person(given = "Peter",
                      family = "Filzmoser",
                      role = "aut"))
as necessary.

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

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

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

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

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

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

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

CRAN incoming feasibility

Maintainer: ‘Fatma Sevinc Kurnaz <fatmasevinckurnaz@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Fatma", "Sevinc"),
                      family = "Kurnaz",
                      role = c("aut", "cre"),
                      email = "fatmasevinckurnaz@gmail.com"),
               person(given = "Irene",
                      family = "Hoffmann",
                      role = "aut"),
               person(given = "Peter",

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

CRAN incoming feasibility

Maintainer: ‘Fatma Sevinc Kurnaz <fatmasevinckurnaz@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Fatma", "Sevinc"),
                      family = "Kurnaz",
                      role = c("aut", "cre"),
                      email = "fatmasevinckurnaz@gmail.com"),
               person(given = "Irene",
                      family = "Hoffmann",
                      role = "aut"),
               person(given = "Peter",

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

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

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

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) enetLTS-package.Rd:41: Lost braces; missing escapes or markup?
    41 |   \code{family="binomial"} should be a factor with two levels which is coded as \code{0} and {1}.
       |                                                                                              ^

Reverse Dependencies (1)

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Version History

new 1.1.0 Mar 9, 2026

Maintainer

Fatma Sevinc Kurnaz

Dependencies

Imports

ggplot2 glmnet grid reshape parallel cvTools stats robustbase robustHD

Compilation

No compilation needed

First Published

Mar 9, 2026

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