R Observatory: Metrics for palasso version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

palasso

1.0.0

Sparse Regression with Paired Covariates

4packages depend

4.3Kdownloads / year

31.8%test coverage

13/13checks pass

Overview

About

Maintained by Armin RauschenbergerFirst published 2018-05-3110 releasesCRAN page ↗GitHub ↗

Implements sparse regression with paired covariates (doi:10.1007/s11634-019-00375-6). The paired lasso is designed for settings where each covariate in one set forms a pair with a covariate in the other set (one-to-one correspondence). For the optional correlation shrinkage, install ashr (https://github.com/stephens999/ashr) and CorShrink (https://github.com/kkdey/CorShrink) from GitHub (see README).

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("palasso", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("rauschenberger/palasso")

Development version from rauschenberger/palasso. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-palasso

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-palasso

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-palasso

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 1.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.10

31.8%

Coverage · measured lines

100%

Documentation · exports

3

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 235 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 92%
Documented parameters: 100%
Return-value docs: 100%
References docs: 13%

Downloads

4.3K

CRAN downloads in the past year

Rank #9,236 · ~12/day · ~358/mo

Releases R versions

Daily download trend is not available in this view yet.

25030 days

99990 days

4.3K1 year

Compare downloads with other packages →

Also on155 r2u19 autocran26 c2d4u

Repository

GitHub ↗ rauschenberger/palasso

1Stars

0Forks

0Open issues

0Open PRs

0Releases

258Commits

5Contributors

License GPL-3.0 · 258 commits · Last activity 2024-09-27

Stars over time

2020-05-22 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 1 family in the upstream repository

Checks run against github.com/rauschenberger/palasso on 2026-08-16.

Continuous integration (2)

GitHub ActionsAppVeyor

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.0.0

Imports (3)

glmnetMatrixsurvival

LinkingTo (0)

none

Suggests (8)

knitr testthat rmarkdown remotes pROC edgeR ashr CorShrink

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

3indirect

FuzzySimRes cornet joinet transreg

Code & Tests

People & History

People (1)

Maintainer (1)

Armin Rauschenberger

Author, Maintainer

Authors (1)

Armin Rauschenberger

Author, Maintainer

Package Timeline

10 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.0.0Latest
2024-09-27 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.0.9
2024-02-15 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.0.8
2021-04-19 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.0.7
2019-11-19 · diff ↗
0.0.6
2019-11-12 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.0.5
2019-04-19 · diff ↗
0.0.4
2019-03-08 · diff ↗
0.0.3
2019-02-19 · diff ↗

Show 5 earlier events

unarchivedReturned to CRAN
2019-02-19
archivedRemoved from CRAN
2019-02-19
check issues were not corrected despite reminder Required archived package 'CorShrink'
0.0.2
2018-10-27 · diff ↗
0.0.1
2018-05-31
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-05-31
Total releases: 10 / 8 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.0.0
Download size: 91 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("palasso")

Format

Rauschenberger, A. (2024). palasso: Sparse Regression with Paired Covariates (Version 1.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.palasso

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for palasso version 1.0.0 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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