R Observatory: Metrics for qgcompint version 1.0.4

Balamuta, James Joseph

qgcompint

1.0.4

Quantile G-Computation Extensions for Effect Measure Modification

0packages depend

3.6Kdownloads / year

48.7%test coverage

13/13checks pass

Overview

About

Maintained by Alexander KeilFirst published 2021-09-206 releasesCRAN page ↗GitHub ↗

G-computation for a set of time-fixed exposures with quantile-based basis functions, possibly under linearity and homogeneity assumptions. Effect measure modification in this method is a way to assess how the effect of the mixture varies by a binary, categorical or continuous variable. Reference: Alexander P. Keil, Jessie P. Buckley, Katie M. OBrien, Kelly K. Ferguson, Shanshan Zhao, and Alexandra J. White (2019) A quantile-based g-computation approach to addressing the effects of exposure mixtures; doi:10.1289/EHP5838.

Install

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

install.packages("qgcompint", 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("alexpkeil1/qgcompint")

Development version from alexpkeil1/qgcompint. 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-qgcompint

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-qgcompint

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-qgcompint

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

Health

CRAN checks

13OK

Slowest check: 5.7 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.17

48.7%

Coverage · measured lines

100%

Documentation · exports

10

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
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 529 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 91%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

3.6K

CRAN downloads in the past year

Rank #12,280 · ~10/day · ~296/mo

Releases R versions

Daily download trend is not available in this view yet.

25930 days

80590 days

3.6K1 year

Compare downloads with other packages →

Also on105 r2u4 autocran

Repository

GitHub ↗ alexpkeil1/qgcompint

7Stars

1Forks

0Open issues

0Open PRs

4Releases

91Commits

2Contributors

91 commits · Last activity 2026-07-20 · 0% stars, 30d

Stars over time

2025-07-04 · 62026-07-07 · 7

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/alexpkeil1/qgcompint on 2026-08-03.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdrevdep/

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (10)

qgcomp armsurvivalfuture future.apply ggplot2 gridExtra rootSolve numDerivMASS

LinkingTo (0)

none

Suggests (3)

knitr markdown pak

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Alexander Keil

Author, Maintainer, Copyright holder

Authors (1)

Alexander Keil

Author, Maintainer, Copyright holder

Copyright holders (1)

Alexander Keil

Author, Maintainer, Copyright holder

Package Timeline

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

1.0.4Latest
2026-07-21 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.2
2025-07-22 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.0
2025-03-12 · diff ↗
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
0.7.0
2022-03-22 · diff ↗
0.6.6
2021-12-11 · diff ↗
0.6.2
2021-09-20
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-09-20
Total releases: 6 / 5 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Download size: 351 KB
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("qgcompint")

CRAN DOI

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

BibTeX, derived from DESCRIPTION

@Manual{qgcompint,
  title  = {qgcompint: Quantile G-Computation Extensions for Effect Measure
Modification},
  author = {Keil, Alexander},
  year   = {2026},
  note   = {R package version 1.0.4},
  doi    = {10.32614/CRAN.package.qgcompint},
  url    = {https://CRAN.R-project.org/package=qgcompint}
}

Derived from the package DESCRIPTION, not from a citation file the authors wrote. If they publish one later, prefer it.

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{robservatoryqgcompint,
  author    = {Balamuta, James Joseph},
  title     = {{R} {Observatory}: Metrics for {qgcompint} version 1.0.4},
  year      = {2026},
  publisher = {HJJB, LLC},
  url       = {https://r-observatory.thecoatlessprofessor.com/packages/qgcompint},
  note      = {Data set. Data release v2026-08-05}
}

APA

Balamuta, J. J. (2026). R Observatory: Metrics for qgcompint version 1.0.4 [Data set]. HJJB, LLC. Data release v2026-08-05. https://r-observatory.thecoatlessprofessor.com/packages/qgcompint

RIS

TY  - DATA
AU  - Balamuta, James Joseph
TI  - R Observatory: Metrics for qgcompint version 1.0.4
PY  - 2026
PB  - HJJB, LLC
N1  - Data release v2026-08-05
UR  - https://r-observatory.thecoatlessprofessor.com/packages/qgcompint
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/qgcompint.

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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