R Observatory: Metrics for betaNB version 1.0.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

betaNB

1.0.7Package record

Bootstrap for Regression Effect Sizes

0packages dependsuggested by 3

3.9Kdownloads / year

99.9%test coverage

13/13flavors OK

Overview

About

Maintained by Ivan Jacob Agaloos PesiganCRAN page ↗GitHub ↗Website ↗Issues ↗

Generates nonparametric bootstrap confidence intervals (Efron and Tibshirani, 1993: doi:10.1201/9780429246593) for standardized regression coefficients (beta) and other effect sizes, including multiple correlation, semipartial correlations, improvement in R-squared, squared partial correlations, and differences in standardized regression coefficients, for models fitted by lm().

Changes in 1.0.7

Patch

Minor documentation edits.

From NEWS.md in the release

Install

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

install.packages("betaNB", 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/betaNB")

Development version from jeksterslab/betaNB. 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-betanb

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-betaNB

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-betaNB

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 1.0 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.7

README· In the repository, left out of the releaseVignettes· In the repository, left out of the releaseNEWSYes · 100% structured · mentions 1.0.7Citation fileYes · cites a publicationWebsiteYes

Help pages: 15 (1 internal)includes a package overview page
Examples that run: 100%8 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 13%

How these are measured

Downloads

3.9K

CRAN downloads in the past year

Rank #11,633 · ~11/day · ~326/mo

Releases R versions

Daily download trend is not available in this view yet.

32730 days

93690 days

3.9K1 year

Compare downloads with other packages →

Also on1.1K r2u18 autocran

How downloads are counted

Repository

jeksterslab/betanb ↗Account: jeksterslab

1Stars

0Forks

0Open issues

0Open PRs

7Releases

168Commits

1Commit identities

confidence-intervalsrr-packageregression-effect-sizesstandardized-regression-coefficientsnonparametric-bootstrap

168 commits · Last activity 2026-06-14 · 0% stars, 30d · Default branch at 1.0.7.9000, ahead of CRAN 1.0.7 (checked 2026-10-21)

Responsiveness

not measured

Stars over time

2024-12-05 · 12026-07-07 · 1

How these are measured

PracticesBeta

10 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/jeksterslab/betanb on 2026-10-21.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (2)

GitHub Pages site last deployed 2026-06-14 · The repository has a site deploy workflow

Coverage (1)

Coverage reporting

Reproducibility and dev environment (2)

MakefileDev Container

Show all practicesHide 2 practices

Research and citation (1)

CITATION.cff

Lint, format, editor (2)

Lint workflowRStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Installing betaNB adds no packages beyond those that come with R.

Depends (1)

R >= 3.5.0

Imports (1)

stats

LinkingTo (0)

none

Suggests (6)

knitr rmarkdown testthat betaDelta betaSandwich betaMC

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 3

Suggests, most downloaded first

betaMC betaDelta betaSandwich

How these are counted

Code & Tests

Datasets

People & History

People (1)

Ivan Jacob Agaloos Pesigan

Releases (7)

Pick two releases to compare their code metrics.

1.0.7Latest
record
2026-06-11 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.6
record
2025-10-19 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.5
record
2025-01-10 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0.4
record
2024-04-14 · diff ↗
1.0.3
record
2023-10-15 · diff ↗
1.0.2
record
2023-07-09 · diff ↗ ·
removed 1 export
.CI
R
R 4.3.0 released · 2023-04-21
1.0.1
record
2023-04-12
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-04-12
Total releases: 7 / 3 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 1.6 KB / 1 file
Download size: 18 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("betaNB")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

The repository also keeps a CITATION.cff.

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 betaNB version 1.0.7 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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