The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
The integrity package implements the IPD Integrity Tool, a structured and transparent framework for evaluating the integrity of individual participant data (IPD) from randomised trials (see Hunter et al. (2024) <doi:10.1002/jrsm.1738> and <doi:10.32614/RJ-2017-008>). It supports users to identify potential issues, such as unusual data patterns, implausible values, lack of expected correlations, date violations, and inconsistencies. The package provides reproducible workflows for screening, documenting and summarising integrity concerns, and may be applied by evidence synthesists, editors, and others to determine whether a randomised trial may be considered sufficiently trustworthy to contribute to the evidence base that informs policy and practice.
| Version: | 1.0.1 |
| Depends: | R (≥ 4.1.0) |
| Imports: | ggplot2, dplyr, janitor, gtsummary, ggpubr, lubridate, car, rlang |
| Suggests: | knitr, pkgload, readxl, rmarkdown, testthat (≥ 3.0.0), yaml |
| Published: | 2026-05-26 |
| DOI: | 10.32614/CRAN.package.integrity |
| Author: | Sol Libesman [aut, cre], Kylie Hunter [aut], David Nguyen [aut], Dario Strbenac [aut], Anne Lene Seidler [aut], Jie Kang [aut] |
| Maintainer: | Sol Libesman <sol.libesman at sydney.edu.au> |
| License: | GPL-3 |
| URL: | https://github.sydney.edu.au/Charles-Perkins-Centre-Data-Science-Hub/CPCDASH0010 |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | integrity results |
| Reference manual: | integrity.html , integrity.pdf |
| Vignettes: |
An Introduction to the integrity Package (source, R code) |
| Package source: | integrity_1.0.1.tar.gz |
| Windows binaries: | r-devel: integrity_1.0.1.zip, r-release: integrity_1.0.1.zip, r-oldrel: integrity_1.0.1.zip |
| macOS binaries: | r-release (arm64): integrity_1.0.1.tgz, r-oldrel (arm64): integrity_1.0.1.tgz, r-release (x86_64): integrity_1.0.1.tgz, r-oldrel (x86_64): integrity_1.0.1.tgz |
| Old sources: | integrity archive |
Please use the canonical form https://CRAN.R-project.org/package=integrity to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.