Package: bewrs
Title: Bayesian Early-Warning Risk Surveillance for Healthcare
        Performance Monitoring
Version: 0.1.0
Authors@R: 
    person(
      given = "Muhammad Zahir",
      family = "Khan",
      role = c("aut", "cre"),
      email = "zahirstat007@gmail.com"
    )
Description: Provides tools for Bayesian early-warning risk
        surveillance in healthcare performance monitoring. The package
        implements functions for posterior underperformance risk
        estimation, Dynamic Bayesian Early-Warning Risk Score
        computation, temporal and external validation, calibration
        assessment, decision curve analysis, decision-theoretic
        intervention optimisation, and Expected Value of Intervention
        analysis. The methodology is motivated by Bayesian hierarchical
        modelling, healthcare provider profiling, early-warning
        surveillance, and decision-theoretic resource allocation,
        including approaches discussed by Gelman et al. (2013),
        Spiegelhalter (2005) <doi:10.1136/bmj.331.7512.302>, Vickers
        and Elkin (2006) <doi:10.1177/0272989X06295361>, and Parmigiani
        and Inoue (2009).
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Imports: ggplot2, pROC, stats
Suggests: testthat (>= 3.0.0), knitr, rmarkdown
Config/testthat/edition: 3
URL: https://github.com/zerish12/bewrs
BugReports: https://github.com/zerish12/bewrs/issues
Repository: https://zerish12.r-universe.dev
Date/Publication: 2026-06-09 11:28:38 UTC
RemoteUrl: https://github.com/zerish12/bewrs
RemoteRef: HEAD
RemoteSha: c9ea1b45bcc5c9337ed7f6fef182480ae1c14053
NeedsCompilation: no
Packaged: 2026-06-25 08:36:46 UTC; root
Author: Muhammad Zahir Khan [aut, cre]
Maintainer: Muhammad Zahir Khan <zahirstat007@gmail.com>