Package: CRBHSF
Type: Package
Title: Cyber-Resilient Bayesian Healthcare Surveillance Framework
Version: 0.1.0
Authors@R: c(
    person("Muhammad", "Zahir Khan",
           email = "zahirstat007@gmail.com",
           role = c("aut", "cre")),
    person("Abdul Wahid", "Khan",
           email = "B24F0570CYS128@paf-iast.edu.pk",
           role = "aut")
    )
Description: Provides methods for healthcare performance surveillance
    using Bayesian risk estimation, latent organisational trust
    modelling, cyber-resilience assessment, external validation,
    decision-theoretic optimisation, and digital-twin deployment
    simulation. The package supports prospective deterioration
    monitoring, uncertainty-aware risk assessment, intervention
    prioritisation, ablation analysis, and operational evaluation for
    healthcare performance management and health system resilience
    research. The methodological framework is informed by contemporary
    guidance on prediction model development and validation
    (Efthimiou et al., 2024 <doi:10.1136/bmj-2023-078276>),
    transparent reporting of prediction models
    (Collins et al., 2024 <doi:10.1136/bmj-2023-078378>), and
    decision-analytic model evaluation
    (Vickers and Elkin, 2006 <doi:10.1177/0272989X06295361>).
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.3
URL: https://github.com/zerish12/CRBHSF
BugReports: https://github.com/zerish12/CRBHSF/issues
Depends: R (>= 4.1.0)
Imports: dplyr, ggplot2, pROC, purrr, tibble
Suggests: testthat (>= 3.0.0), knitr, rmarkdown
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2026-06-20 14:26:28 UTC; muhammadzahirkhan
Author: Muhammad Zahir Khan [aut, cre],
  Abdul Wahid Khan [aut]
Maintainer: Muhammad Zahir Khan <zahirstat007@gmail.com>
Repository: CRAN
Date/Publication: 2026-06-24 09:50:27 UTC
Built: R 4.5.2; ; 2026-06-24 10:53:34 UTC; unix
