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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13 NOTE

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	118s
r-devel-linux-x86_64-debian-gcc	NOTE	84.4s
r-devel-linux-x86_64-fedora-clang	NOTE	191.3s
r-devel-linux-x86_64-fedora-gcc	NOTE	177s
r-devel-windows-x86_64	NOTE	123s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	86s
r-oldrel-windows-x86_64	NOTE	158s
r-patched-linux-x86_64	NOTE	111.7s
r-release-linux-x86_64	NOTE	112.1s
r-release-macos-arm64	NOTE	28s
r-release-macos-x86_64	NOTE	113s
r-release-windows-x86_64	NOTE	128s

Check details (15 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-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 10, 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(
...[truncated]...
             person(given = "Irene",
                      family = "Hoffmann",
                      role = "aut"),
               person(given = "Peter",
                      family = "Filzmoser",
                      role = "aut"))
as necessary.

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(
...[truncated]...
             person(given = "Irene",
                      family = "Hoffmann",
                      role = "aut"),
               person(given = "Peter",
                      family = "Filzmoser",
                      role = "aut"))
as necessary.

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}.
       |                                                                                              ^

Code & tests

Open call graph →

Line coverage

–

Expression

–

Tests / Examples

–

Functions

60 13 exported

Complexity

6.9 avg / 41 max

Call network

60 nodes / 65 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

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Lowest coverage

Per-function coverage is not measured for this package yet.

Code

Structure

Lines of code

4,867

Files

Compiled share

Has compiled src

Language breakdown

R 3,109 (63.9%)Docs 1,758 (36.1%)

API

Exported functions

Internal functions

Recent export changes

v1.1.0−1 coef.enetLTS

v0.1.0+14 enetLTS, cv.enetLTS, coef.enetLTS +11 more

Testing & CI

Has tests

Test-to-code ratio

0.00

testthat edition

–

CI present

CI type

[]

PR gated

Docs

Return-value doc rate

100%

\dontrun example ratio

Roxygen coverage

100%

Has pkgdown

NEWS present

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

Dep constraint coverage

Secret pattern count

Bundled 3rd-party code

2 items

Portability & License

Min R version

–

System requirements

–

C++ standard

–

License

GPL (>= 3)

License flags

SPDX valid, OSI approved

History

Versions

First release

2018-01-22

Latest release

2022-05-21

Avg cadence

1580 days

Cold removal rate

100%

Dep drift

LOC over versions

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (1)

suggests

VIM

Dependency Network

Version History

3 tracked

new 1.1.0 Mar 10, 2026

updated 1.1.0 ← 0.1.0 diff May 21, 2022

new 0.1.0 Jan 21, 2018