R Observatory: Metrics for HCmodelSets version 1.1.3

Balamuta, James Joseph

HCmodelSets

1.1.3

Regression with a Large Number of Potential Explanatory Variables

0packages depend

3.1Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by H. BatteyFirst published 2018-07-059 releasesCRAN page ↗GitHub ↗

Software for performing the reduction, exploratory and model selection phases of the procedure proposed by Cox, D.R. and Battey, H.S. (2017) doi:10.1073/pnas.1703764114 for sparse regression when the number of potential explanatory variables far exceeds the sample size. The software supports linear regression, likelihood-based fitting of generalized linear regression models and the proportional hazards model fitted by partial likelihood.

Install

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

install.packages("HCmodelSets", 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("hhhelfer/HCmodelSets")

Development version from hhhelfer/HCmodelSets. 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-hcmodelsets

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-HCmodelSets

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-HCmodelSets

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 2.9 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

3

Dependencies · direct

Check history

NOTE2026-03-10
10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

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

Downloads

3.1K

CRAN downloads in the past year

Rank #10,993 · ~9/day · ~260/mo

Releases R versions

Daily download trend is not available in this view yet.

24430 days

90390 days

3.1K1 year

Compare downloads with other packages →

Also on173 r2u5 autocran

Repository

GitHub ↗ hhhelfer/hcmodelsets

2Stars

1Forks

0Open issues

0Open PRs

0Releases

50Commits

7Contributors

50 commits · Last activity 2023-03-15

Stars over time

2023-03-16 · 22026-07-07 · 2

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/hhhelfer/hcmodelsets on 2026-08-03.

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (4)

R >= 3.5.0mvtnorm ggplot2survival

Imports (0)

none

LinkingTo (0)

none

Suggests (1)

R.rsp

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 (1)

H. H. Hoeltgebaum

no longer listed · 0.1.1 to 1.1.3

Package Timeline

9 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
1.1.3Latest
2023-03-15 · current release · diff ↗
unarchivedReturned to CRAN
2023-03-15
archivedRemoved from CRAN
2022-10-07
email to the maintainer is undeliverable
R
R 4.2.0 released · 2022-04-22
1.1.2
2021-06-01 · diff ↗
unarchivedReturned to CRAN
2021-06-01
R
R 4.1.0 released · 2021-05-18
archivedRemoved from CRAN
2021-04-21
check problems were not corrected in time
R
R 4.0.0 released · 2020-04-24
1.1.1
2020-04-20 · diff ↗
1.1
2019-12-16 · diff ↗
R
R 3.6.0 released · 2019-04-26

Show 6 earlier events

1.0.2
2018-12-17 · diff ↗
1.0.1
2018-12-14 · diff ↗
1.0.0
2018-12-11 · diff ↗
0.2.1
2018-11-27 · diff ↗
0.1.1
2018-07-05
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-07-05
Total releases: 9 / 8 yrs
License: GPL-2 | GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 3.7 MB / 2 files
Download size: 3.9 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Start here. This is the citation for the package itself.

citation("HCmodelSets")

CRAN DOI

https://doi.org/10.32614/CRAN.package.HCmodelSets

This is the citation for the package. It is not a citation for the R Observatory.

Cite this page

Use this when the claim is about a measurement on this page.

BibTeX

@misc{robservatoryHCmodelSets,
  author    = {Balamuta, James Joseph},
  title     = {{R} {Observatory}: Metrics for {HCmodelSets} version 1.1.3},
  year      = {2026},
  publisher = {HJJB, LLC},
  url       = {https://r-observatory.thecoatlessprofessor.com/packages/HCmodelSets},
  note      = {Data set. Data release v2026-08-05}
}

APA

Balamuta, J. J. (2026). R Observatory: Metrics for HCmodelSets version 1.1.3 [Data set]. HJJB, LLC. Data release v2026-08-05. https://r-observatory.thecoatlessprofessor.com/packages/HCmodelSets

RIS

TY  - DATA
AU  - Balamuta, James Joseph
TI  - R Observatory: Metrics for HCmodelSets version 1.1.3
PY  - 2026
PB  - HJJB, LLC
N1  - Data release v2026-08-05
UR  - https://r-observatory.thecoatlessprofessor.com/packages/HCmodelSets
ER  -

In prose

These package metrics were obtained from the R Observatory (Balamuta, 2026), data release v2026-08-05, https://r-observatory.thecoatlessprofessor.com/packages/HCmodelSets.

Bound to data release v2026-08-05, which is what makes the numbers on this page reproducible. See how to cite.

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