R Observatory: Metrics for oddsratio version 2.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

oddsratio

2.0.2Package record

Odds Ratio Calculation for GAM(M)s & GLM(M)s

1packages depend

8.1Kdownloads / year

65.2%test coverage

13/13flavors OK

Overview

About

Maintained by Patrick SchratzCRAN page ↗GitHub ↗Issues ↗

Simplified odds ratio calculation of GAM(M)s & GLM(M)s. Provides structured output (data frame) of all predictors and their corresponding odds ratios and confident intervals for further analyses. It helps to avoid false references of predictors and increments by specifying these parameters in a list instead of using 'exp(coef(model))' (standard approach of odds ratio calculation for GLMs) which just returns a plain numeric output. For GAM(M)s, odds ratio calculation is highly simplified with this package since it takes care of the multiple 'predict()' calls of the chosen predictor while holding other predictors constant. Also, this package allows odds ratio calculation of percentage steps across the whole predictor distribution range for GAM(M)s. In both cases, confident intervals are returned additionally. Calculated odds ratio of GAM(M)s can be inserted into the smooth function plot.

Changes in 2.0.2

Chore

Account for mixed predictor specifications.
Upkeep maintenance.

From NEWS.md in the release

Install

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

install.packages("oddsratio", 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("pat-s/oddsratio")

Development version from pat-s/oddsratio. 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-oddsratio

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-oddsratio

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-oddsratio

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: 2.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.0.2

README· In the repository, left out of the releaseVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 2.0.2Citation fileYes · software entry only

Help pages: 8 (4 internal)
Examples that run: 100%6 run in a plain check
Exported functions with examples: 100%
Documented parameters: 85%
Return-value docs: 50%
Help pages citing references: 0%

Vignettes (1)

Getting Started

How these are measured

Downloads

8.1K

CRAN downloads in the past year

Rank #4,447 · ~22/day · ~673/mo

Releases R versions

Daily download trend is not available in this view yet.

80430 days

1.9K90 days

8.1K1 year

Compare downloads with other packages →

Also on75 r2u3 autocran

How downloads are counted

Repository

pat-s/oddsratio ↗Account: pat-sArchived

30Stars

2Forks

2Open issues

1Open PRs

11Releases

454Commits

3Commit identities

statisticsodds-ratioprobability

454 commits · Last activity 2025-10-17 · Default branch at 2.0.2.9000, ahead of CRAN 2.0.2 (checked 2026-10-21)

Responsiveness

How these are sampled

PRs merged (all time): 98%
Median days to close, 50 most recently updated closed issues: 321
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-01-24 · 302026-07-07 · 30

How these are measured

PracticesBeta

14 development-tooling and community-health practices detected across 8 families in the upstream repository

Checks run against github.com/pat-s/oddsratio on 2026-10-21.

Continuous integration (4)

GitHub ActionsR CMD check workflowTravis CI (config file)tic

The R CMD check workflow runs on Linux

Governance and community (2)

Funding links: GitHub Sponsors

The repository owner accepts GitHub Sponsors

Docs source (2)

pkgdown

GitHub Pages site last deployed 2025-08-13

CRAN release process (1)

cran-comments.md

Show all practicesHide 4 practices

Research and citation (1)

codemeta.json

Automation and maintenance (1)

pre-commit

Lint, format, editor (2)

lintrRStudio project

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing oddsratio adds 17 packages (7 with compiled code, 14 MB of source tarballs). Heaviest: ggplot2 6.0 MB, isoband 1.5 MB, farver 1.2 MB.

Depends (1)

R >= 3.0.0

Imports (3)

ggplot2mgcvstats

LinkingTo (0)

none

Suggests (5)

gam knitrMASSrmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Imports 1

Depends, Imports or LinkingTo, most downloaded first

RQdeltaCT

How these are counted

Code & Tests

Datasets

People & History

People (1)

Patrick Schratz

Author, Maintainer since 0.2 (2016)

Releases (9)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
2.0.2Latest
record
2025-04-09 · current release · 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
R
R 4.1.0 released · 2021-05-18
2.0.1
record
2020-05-25 · diff ↗
R
R 4.0.0 released · 2020-04-24
2.0.0
record
2019-06-13 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.0.3
record
2018-07-25 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.0.2
record
2017-12-07 · diff ↗
1.0.0
record
2017-06-13 · diff ↗ ·
removed 6 exports
add.oddsratio.into.plot, calc.oddsratio.gam, calc.oddsratio.glm, gam.to.df, no.plot, pl.smooth.gam

added 6 exports
gam_to_df, insert_or, no_plot, or_gam, or_glm, plot_gam
R
R 3.4.0 released · 2017-04-21

Show 4 earlier eventsHide 4 earlier events

0.3.1
record
2016-11-13 · diff ↗
0.3.0
record
2016-10-27 · diff ↗ ·
added 4 exports
add.oddsratio.into.plot, gam.to.df, no.plot, pl.smooth.gam
0.2
record
2016-10-12
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-10-12
Total releases: 9 / 10 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.0.0
Bundled data: 14 KB / 2 files
Download size: 246 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("oddsratio")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.5281/zenodo.1095472.

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 oddsratio version 2.0.2 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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