Package: statwitness
Type: Package
Title: Model-Aware Validation and Audit Certificates for Statistical
        Analyses
Version: 0.1.0
Authors@R: 
    person(
      given = "Georgios P.",
      family = "Georgiou",
      email = "georgiou.georg@unic.ac.cy",
      role = c("aut", "cre")
    )
Description: Provides model-aware behavioral validation and audit
    certificates for statistical analyses. Controlled transformations and
    model-specific diagnostic checks are organized across five domains:
    computational integrity, numerical stability, design adequacy, assumption
    screening, and influence stability. Supported workflows include linear
    models, generalized linear models, classical and repeated-measures analyses
    of variance, mixed-effects models fitted using 'lme4' or 'glmmTMB', and
    survival models fitted using 'survival'. Checks are selected according to
    registered applicability conditions for each model class. The resulting
    certificates describe computational behavior and selected diagnostic
    findings; they do not establish causal validity, model correctness, or
    scientific appropriateness.
License: MIT + file LICENSE
Encoding: UTF-8
Depends: R (>= 4.1.0)
Imports: graphics, reformulas, stats, tools
Suggests: afex, glmmTMB, knitr, lme4, rmarkdown, survival, testthat (>=
        3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
URL: https://github.com/George33cy/statwitness
BugReports: https://github.com/George33cy/statwitness/issues
Config/roxygen2/version: 8.0.0
NeedsCompilation: no
Packaged: 2026-07-12 10:13:36 UTC; georg
Author: Georgios P. Georgiou [aut, cre]
Maintainer: Georgios P. Georgiou <georgiou.georg@unic.ac.cy>
Repository: CRAN
Date/Publication: 2026-07-21 10:40:08 UTC
