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>.
| Version: | 0.0.2 |
| Depends: | R (≥ 4.2.0) |
| Imports: | stats |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-07-11 |
| DOI: | 10.32614/CRAN.package.BayesSurveillance |
| Author: | Muhammad Zahir Khan [aut, cre] |
| Maintainer: | Muhammad Zahir Khan <zahirstat007 at gmail.com> |
| BugReports: | https://github.com/zerish12/BayesSurveillance/issues |
| License: | GPL-3 |
| URL: | https://github.com/zerish12/BayesSurveillance |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | BayesSurveillance results |
| Reference manual: | BayesSurveillance.html , BayesSurveillance.pdf |
| Package source: | BayesSurveillance_0.0.2.tar.gz |
| Windows binaries: | r-devel: BayesSurveillance_0.0.2.zip, r-release: BayesSurveillance_0.0.2.zip, r-oldrel: BayesSurveillance_0.0.2.zip |
| macOS binaries: | r-release (arm64): BayesSurveillance_0.0.2.tgz, r-oldrel (arm64): BayesSurveillance_0.0.2.tgz, r-release (x86_64): BayesSurveillance_0.0.2.tgz, r-oldrel (x86_64): BayesSurveillance_0.0.2.tgz |
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