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L2E

Robust Structured Regression via the L2 Criterion

v2.0 · Sep 8, 2022 · GPL (>= 2)

Description

An implementation of a computational framework for performing robust structured regression with the L2 criterion from Chi and Chi (2021+). Improvements using the majorization-minimization (MM) principle from Liu, Chi, and Lange (2022+) added in Version 2.0.

Downloads

CRAN

292

Last 30 days

16171st

702

Last 90 days

2.9K

Last year

Trend: +72.8% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

24

Last 90 days

95

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

2

Last 7 days

16

Last 30 days

1

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

4 NOTE
9 OK
Show all 13 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 NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
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 (4 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jocelyn Chi <jocetchi@gmail.com>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jocelyn Chi <jocetchi@gmail.com>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘robustbase’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘robustbase’
  All declared Imports should be used.

Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jocelyn Chi <jocetchi@gmail.com>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jocelyn Chi <jocetchi@gmail.com>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘robustbase’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘robustbase’
  All declared Imports should be used.

Code

Structure

Lines of code

5,175

Files

87

Compiled share

0%

Has compiled src

No

Language breakdown

R 2,695 (52.1%)Docs 2,004 (38.7%)Vignettes 476 (9.2%)

API

Exported functions

20

Internal functions

25

Recent export changes

v2.0+17 CV_L2E_TF_dist, CV_L2E_TF_lasso, CV_L2E_sparse_dist +14 more  −4 update_beta_convex, update_beta_isotonic, update_beta_qr 1 more
v1.0+7 l2e_regression, l2e_regression_convex, l2e_regression_isotonic +4 more

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

3.5.0

System requirements

C++ standard

License

GPL (>= 2)

License flags

SPDX valid, OSI approved

History

Versions

2

First release

2022-01-07

Latest release

2022-09-08

Avg cadence

244 days

Cold removal rate

100%

Dep drift

5

LOC over versions

v1.0: 917 LOCv2.0: 5,175 LOC

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

Dependency Network

Dependencies Reverse dependencies osqp isotone cobs ncvreg Matrix signal robustbase L2E

Version History

3 tracked
new 2.0 Mar 10, 2026
updated 2.0 ← 1.0 diff Sep 7, 2022
new 1.0 Jan 6, 2022