oddsratio

2.0.2

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

1packages depend

10.3Kdownloads / year

65.2%test coverage

13/13checks pass

Overview

About

Maintained by Patrick SchratzFirst published 2016-10-129 releasesCRAN page ↗GitHub ↗

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.

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.

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).

Health

CRAN checks

13OK

Slowest check: 3.1 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.15

65.2%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

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

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 85%
Return-value docs: 50%
References docs: 0%

Downloads

10.3K

CRAN downloads in the past year

Rank #4,637 · ~28/day · ~861/mo

Releases R versions

Daily download trend is not available in this view yet.

63130 days

2K90 days

10.3K1 year

Compare downloads with other packages →

Also on103 r2u30 autocran

Repository

GitHub ↗ pat-s/oddsratioArchived

30Stars

2Forks

2Open issues

1Open PRs

11Releases

454Commits

3Contributors

statisticsodds-ratioprobability

454 commits · Last activity 2025-10-17

Stars over time

2024-01-24 · 302026-07-07 · 30

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/pat-s/oddsratio on 2026-07-19.

Continuous integration (3)

GitHub ActionsTravis CItic

CRAN release process (1)

cran-comments.md

Research and citation (1)

codemeta.json

Automation and maintenance (1)

pre-commit

Show all practices

Lint, format, editor (2)

lintrRStudio project

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

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

RQdeltaCT

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Patrick Schratz

Author, Maintainer

Authors (1)

Patrick Schratz

Author, Maintainer

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
2.0.2Latest
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
2020-05-25 · diff ↗
R
R 4.0.0 released · 2020-04-24
2.0.0
2019-06-13 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.0.3
2018-07-25 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.0.2
2017-12-07 · diff ↗
1.0.0
2017-06-13 · diff ↗
R
R 3.4.0 released · 2017-04-21

Show 4 earlier events

0.3.1
2016-11-13 · diff ↗
0.3.0
2016-10-27 · diff ↗
0.2
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
Installed size: not tracked yet
With dependencies: not tracked yet

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