ReproStat: Reproducibility Diagnostics for Statistical Modeling

Tools for diagnosing the reproducibility of statistical model outputs under data perturbations. Implements bootstrap, subsampling, and noise-based perturbation schemes and computes coefficient stability, p-value stability, selection stability, prediction stability, and a composite reproducibility index on a 0 to 100 scale. Includes cross-validation ranking stability for model comparison and visualization utilities. Optional 'backends' support robust M-estimation ('MASS') and penalized regression ('glmnet'). Bootstrap perturbation follows 'Efron' and 'Tibshirani' (1993, ISBN:9780412042317); selection stability follows 'Meinshausen' and 'Buhlmann' (2010) <doi:10.1111/j.1467-9868.2010.00740.x>; reproducibility framework follows 'Peng' (2011) <doi:10.1126/science.1213847>.

Version:	0.1.2
Imports:	stats, graphics
Suggests:	testthat (≥ 3.0.0), knitr, rmarkdown, MASS (≥ 7.3), glmnet (≥ 4.0), ggplot2 (≥ 3.0)
Published:	2026-03-30
DOI:	10.32614/CRAN.package.ReproStat
Author:	Gideon Nti Boateng [aut, cre]
Maintainer:	Gideon Nti Boateng <gidiboateng200 at gmail.com>
BugReports:	https://github.com/ntiGideon/ReproStat/issues
License:	GPL (≥ 3)
URL:	https://ntigideon.github.io/ReproStat/, https://github.com/ntiGideon/ReproStat
NeedsCompilation:	no
Materials:	README, NEWS
CRAN checks:	ReproStat results

Documentation:

Reference manual:	ReproStat.html , ReproStat.pdf
Vignettes:	Introduction to ReproStat (source, R code) Backend Guide (source, R code) Interpreting ReproStat Outputs (source, R code) Workflow Patterns (source, R code)

Downloads:

Package source:	ReproStat_0.1.2.tar.gz
Windows binaries:	r-devel: ReproStat_0.1.2.zip, r-release: ReproStat_0.1.2.zip, r-oldrel: not available
macOS binaries:	r-release (arm64): ReproStat_0.1.2.tgz, r-oldrel (arm64): not available, r-release (x86_64): ReproStat_0.1.2.tgz, r-oldrel (x86_64): ReproStat_0.1.2.tgz

Linking:

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