Package: BayesSurveillance
Type: Package
Title: Bayesian Surveillance Methods for Healthcare Performance
        Monitoring
Version: 0.0.2
Authors@R: person(given = "Muhammad Zahir",
                  family = "Khan",
                  email = "zahirstat007@gmail.com",
                  role = c("aut", "cre"))
Description: Provides Bayesian surveillance methods for prospective
    monitoring of healthcare performance, patient safety, and clinical
    quality indicators. The package implements beta-binomial monitoring
    for binary outcomes, gamma-Poisson monitoring for count outcomes,
    posterior predictive alert probabilities, Bayesian early-warning
    signal detection, risk-adjusted surveillance, simulation tools,
    decision-support methods, and graphical summaries. These methods
    support continuous performance monitoring and timely detection of
    adverse trends in healthcare systems. The methodology is motivated
    by established risk-adjusted monitoring, sequential surveillance,
    and healthcare quality-improvement frameworks
    <doi:10.1093/biostatistics/1.4.441>,
    <doi:10.1002/sim.1546>,
    <doi:10.1136/bmjqs.2008.031831>, and
    <doi:10.1136/bmjqs-2016-005526>.
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.3.3
Depends: R (>= 4.2.0)
Imports: stats
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
URL: https://github.com/zerish12/BayesSurveillance
BugReports: https://github.com/zerish12/BayesSurveillance/issues
NeedsCompilation: no
Packaged: 2026-07-05 09:04:29 UTC; muhammadzahirkhan
Author: Muhammad Zahir Khan [aut, cre]
Maintainer: Muhammad Zahir Khan <zahirstat007@gmail.com>
Repository: CRAN
Date/Publication: 2026-07-11 09:00:14 UTC
Built: R 4.6.0; ; 2026-07-11 10:49:50 UTC; unix
