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Fused Lasso for High-Dimensional Regression over Groups

v1.0.1 · Jun 17, 2018 · GPL-3

Description

Enables high-dimensional penalized regression across heterogeneous subgroups. Fusion penalties are used to share information about the linear parameters across subgroups. The underlying model is described in detail in Dondelinger and Mukherjee (2017) <arXiv:1611.00953>.

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CRAN

326

Last 30 days

13810th

692

Last 90 days

2.5K

Last year

Trend: +92.9% (30d vs prior 30d)

r2u CRAN

24

Last 30 days

114

Last 90 days

416

Last year

Trend: -40% (30d vs prior 30d)

autoCRAN

2

Last 7 days

12

Last 30 days

0

All-time

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

CRAN Check Status

2 NOTE
11 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 OK
r-devel-linux-x86_64-fedora-gcc OK
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 (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Frank Dondelinger <fdondelinger.work@gmail.com>’

The Description field contains
  in detail in Dondelinger and Mukherjee (2017) <arXiv:1611.00953>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Frank Dondelinger <fdondelinger.work@gmail.com>’

The Description field contains
  in detail in Dondelinger and Mukherjee (2017) <arXiv:1611.00953>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Frank Dondelinger <fdondelinger.work@gmail.com>’

The Description field contains
  in detail in Dondelinger and Mukherjee (2017) <arXiv:1611.00953>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Frank Dondelinger <fdondelinger.work@gmail.com>’

The Description field contains
  in detail in Dondelinger and Mukherjee (2017) <arXiv:1611.00953>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.3Mb
  sub-directories of 1Mb or more:
    libs   7.1Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.4Mb
  sub-directories of 1Mb or more:
    libs   7.2Mb
NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory
ERROR 8 OK · 5 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Frank Dondelinger <fdondelinger.work@gmail.com>’

The Description field contains
  in detail in Dondelinger and Mukherjee (2017) <arXiv:1611.00953>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Frank Dondelinger <fdondelinger.work@gmail.com>’

The Description field contains
  in detail in Dondelinger and Mukherjee (2017) <arXiv:1611.00953>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/fuser.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.3Mb
  sub-directories of 1Mb or more:
    libs   7.1Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.4Mb
  sub-directories of 1Mb or more:
    libs   7.2Mb
NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Frank Dondelinger <fdondelinger.work@gmail.com>’

The Description field contains
  in detail in Dondelinger and Mukherjee (2017) <arXiv:1611.00953>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Frank Dondelinger <fdondelinger.work@gmail.com>’

The Description field contains
  in detail in Dondelinger and Mukherjee (2017) <arXiv:1611.00953>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.3Mb
  sub-directories of 1Mb or more:
    libs   7.1Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.4Mb
  sub-directories of 1Mb or more:
    libs   7.2Mb
NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory

Code

Structure

Lines of code

1,435

Files

26

Compiled share

15.2%

Has compiled src

Yes

Language breakdown

R 620 (43.2%)C/C++/src 218 (15.2%)Tests 145 (10.1%)Docs 281 (19.6%)Vignettes 171 (11.9%)

API

Exported functions

5

Internal functions

4

Recent export changes

v1.0.0+5 bigeigen, fusedL2DescentGLMNet, fusedLassoProximal +2 more

Testing & CI

Has tests

Yes

Test-to-code ratio

0.23

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

Yes

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

3.2.0

System requirements

C++ standard

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

2

First release

2017-08-17

Latest release

2018-06-17

Avg cadence

304 days

Cold removal rate

Dep drift

0

LOC over versions

v1.0.0: 1,360 LOCv1.0.1: 1,435 LOC

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

Dependency Network

Dependencies Reverse dependencies Matrix irlba Rcpp glmnet RSpectra fuser

Version History

3 tracked
new 1.0.1 Mar 10, 2026
updated 1.0.1 ← 1.0.0 diff Jun 16, 2018
new 1.0.0 Aug 17, 2017