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
Repository: https://george33cy.r-universe.dev
Date/Publication: 2026-07-21 13:08:55 UTC
RemoteUrl: https://github.com/george33cy/statwitness
RemoteRef: HEAD
RemoteSha: 9e8c10c26db222f52d4db289b6ce0b1ff51b3e6e
NeedsCompilation: no
Packaged: 2026-07-22 07:37:34 UTC; root
Author: Georgios P. Georgiou [aut, cre]
Maintainer: Georgios P. Georgiou <georgiou.georg@unic.ac.cy>