Package: ReproStat
Type: Package
Title: Reproducibility Diagnostics for Statistical Modeling
Version: 0.1.2
Date: 2026-03-25
Authors@R: person("Gideon", "Nti Boateng",
    email = "gidiboateng200@gmail.com",
    role = c("aut", "cre"))
Description: 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>.
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.3.2
Config/testthat/edition: 3
Imports: stats, graphics
Suggests: testthat (>= 3.0.0), knitr, rmarkdown, MASS (>= 7.3), glmnet
        (>= 4.0), ggplot2 (>= 3.0)
VignetteBuilder: knitr
URL: https://ntigideon.github.io/ReproStat/,
        https://github.com/ntiGideon/ReproStat
BugReports: https://github.com/ntiGideon/ReproStat/issues
NeedsCompilation: no
Packaged: 2026-03-25 15:37:22 UTC; GideonNtiBoateng
Author: Gideon Nti Boateng [aut, cre]
Maintainer: Gideon Nti Boateng <gidiboateng200@gmail.com>
Repository: CRAN
Date/Publication: 2026-03-30 17:10:02 UTC
Built: R 4.6.0; ; 2026-04-27 01:42:54 UTC; unix
