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Two distinct but related statistical approaches to the problem of identifying the combinations of medication error characteristics that are more likely to result in harm are implemented in this package: 1) a Bayesian hierarchical model with optimal Bayesian ranking on the log odds of harm, and 2) an empirical Bayes model that estimates the ratio of the observed count of harm to the count that would be expected if error characteristics and harm were independent. In addition, for the Bayesian hierarchical model, the package provides functions to assess the sensitivity of results to different specifications of the random effects distributions.
| Version: | 0.1.0 |
| Depends: | BB, methods, numDeriv, utils |
| Imports: | graphics, stats |
| Published: | 2023-09-05 |
| DOI: | 10.32614/CRAN.package.mederrRank |
| Author: | Sergio Venturini, Jessica Myers |
| Maintainer: | Sergio Venturini <sergio.venturini at unicatt.it> |
| License: | GPL-2 | GPL-3 | file LICENSE [expanded from: GPL (≥ 2) | file LICENSE] |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | mederrRank results |
| Reference manual: | mederrRank.pdf |
| Package source: | mederrRank_0.1.0.tar.gz |
| Windows binaries: | r-devel: mederrRank_0.1.0.zip, r-release: mederrRank_0.1.0.zip, r-oldrel: mederrRank_0.1.0.zip |
| macOS binaries: | r-release (arm64): mederrRank_0.1.0.tgz, r-oldrel (arm64): mederrRank_0.1.0.tgz, r-release (x86_64): mederrRank_0.1.0.tgz, r-oldrel (x86_64): mederrRank_0.1.0.tgz |
| Old sources: | mederrRank archive |
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