regRSM

0.5

Random Subspace Method (RSM) for Linear Regression

0packages depend

1.5Kdownloads / year

–test coverage

7/13checks pass

Overview

About

Maintained by Pawel TeisseyreFirst published 2014-02-074 releasesCRAN page ↗

Performs Random Subspace Method (RSM) for high-dimensional linear regression to obtain variable importance measures. The final model is chosen based on validation set or Generalized Information Criterion.

Install

R (CRAN)Ubuntu (r2u)

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

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

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-regrsm

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

Health

CRAN checks

4ERROR2NOTE7OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
ERROR r-oldrel-macos-arm64
ERROR r-oldrel-macos-x86_64
ERROR r-release-macos-arm64
ERROR r-release-macos-x86_64

Slowest check: 1.4 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

67%

Documentation · exports

Dependencies · direct

Check history

ERROR2026-03-10
7 OK · 2 NOTE · 0 WARNING · 5 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: 50%
References docs: 25%

Downloads

1.5K

CRAN downloads in the past year

Rank #23,575 · ~4/day · ~128/mo

Releases R versions

Daily download trend is not available in this view yet.

13230 days

42290 days

1.5K1 year

Compare downloads with other packages →

Also on96 r2u

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.0.0

Imports (4)

Rmpi doParallelparallelforeach

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (0)

Author records are not tracked yet for this package.

Listed in earlier versions (2)

Robert A. Klopotek

no longer listed · 0.2 to 0.5

Pawel Teisseyre

no longer listed · 0.2 to 0.5

Package Timeline

4 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
R
R 4.4.0 released · 2024-04-24
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
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
0.5Latest
2015-09-11 · current release · diff ↗
R
R 3.2.0 released · 2015-04-16
0.4
2014-04-18 · diff ↗
R
R 3.1.0 released · 2014-04-10
0.3
2014-02-19 · diff ↗

Show 2 earlier events

0.2
2014-02-07
R
R 3.0.0 released · 2013-04-03

Package metadata

First published: 2014-02-07
Total releases: 4 / 12 yrs
License: LGPL-2 | LGPL-3 | GPL-2 | GPL-3 OSI
Minimum R: ≥ 3.0.0
Download size: 13 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →