betaSandwich

1.0.9

Robust Confidence Intervals for Standardized Regression Coefficients

3packages depend

3.9Kdownloads / year

100.0%test coverage

12/13checks pass

Overview

About

Maintained by Ivan Jacob Agaloos PesiganFirst published 2022-09-209 releasesCRAN page ↗GitHub ↗

Generates robust confidence intervals for standardized regression coefficients using heteroskedasticity-consistent standard errors for models fitted by lm() as described in Dudgeon (2017) doi:10.1007/s11336-017-9563-z. The package can also be used to generate confidence intervals for R-squared, adjusted R-squared, and differences of standardized regression coefficients. A description of the package and code examples are presented in Pesigan, Sun, and Cheung (2023) doi:10.1080/00273171.2023.2201277.

Install

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

install.packages("betaSandwich", 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("jeksterslab/betaSandwich")

Development version from jeksterslab/betaSandwich. 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-betasandwich

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-betaSandwich

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-betaSandwich

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

Health

CRAN checks

1NOTE12OK

Failing flavors

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

Slowest check: 1.1 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.48

100.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 18%

Downloads

3.9K

CRAN downloads in the past year

Rank #8,079 · ~11/day · ~327/mo

Releases R versions

Daily download trend is not available in this view yet.

25530 days

1.2K90 days

3.9K1 year

Compare downloads with other packages →

Also on1.1K r2u5 autocran

Repository

GitHub ↗ jeksterslab/betasandwich

0Stars

0Forks

0Open issues

0Open PRs

9Releases

265Commits

1Contributors

confidence-intervalsr-packageheteroskedasticity-consistent-standard-errorsstandardized-regression-coefficientsr

265 commits · Last activity 2026-06-13

Releases over time

2024-04-14 · 72026-07-07 · 9

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/jeksterslab/betasandwich on 2026-07-31.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (2)

MakefileDev Container

Research and citation (1)

CITATION.cff

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (0)

none

LinkingTo (0)

none

Suggests (6)

knitr rmarkdown testthat betaDelta betaMC betaNB

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

betaDelta betaMC betaNB

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Ivan Jacob Agaloos Pesigan

Author, Maintainer, Copyright holder

Authors (1)

Ivan Jacob Agaloos Pesigan

Author, Maintainer, Copyright holder

Ivan Jacob Agaloos Pesigan

Author, Maintainer, Copyright holder

Package Timeline

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

1.0.9Latest
2026-06-12 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.8
2025-10-19 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.0.7
2024-04-14 · diff ↗
1.0.6
2023-10-15 · diff ↗
1.0.5
2023-07-08 · diff ↗
1.0.4
2023-04-25 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.3
2022-12-17 · diff ↗
1.0.2
2022-10-07 · diff ↗
1.0.1
2022-09-20
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-09-20
Total releases: 9 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 1.6 KB / 1 file
Download size: 25 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →