simaerep: Detect Clinical Trial Sites Over- or Under-Reporting Clinical Events

Monitoring reporting rates of subject-level clinical events (e.g. adverse events, protocol deviations) reported by clinical trial sites is an important aspect of risk-based quality monitoring strategy. Sites that are under-reporting or over-reporting events can be detected using bootstrap simulations during which patients are redistributed between sites. Site-specific distributions of event reporting rates are generated that are used to assign probabilities to the observed reporting rates. (Koneswarakantha 2024 <doi:10.1007/s43441-024-00631-8>).

Version: 1.0.0
Depends: R (≥ 4.0), ggplot2
Imports: dplyr (≥ 1.1.0), tidyr (≥ 1.1.0), magrittr, purrr, rlang, stringr, forcats, cowplot, RColorBrewer, furrr (≥ 0.2.1), progressr, knitr, tibble, dbplyr, glue
Suggests: testthat, devtools, pkgdown, spelling, haven, vdiffr, lintr, DBI, duckdb, ggExtra
Published: 2025-10-28
DOI: 10.32614/CRAN.package.simaerep
Author: Bjoern Koneswarakantha ORCID iD [aut, cre, cph], F. Hoffmann-La Roche Ltd [cph]
Maintainer: Bjoern Koneswarakantha <bjoern.koneswarakantha at roche.com>
License: MIT + file LICENSE
URL: https://openpharma.github.io/simaerep/, https://github.com/openpharma/simaerep/
NeedsCompilation: no
Language: en-US
Materials: README, NEWS
CRAN checks: simaerep results

Documentation:

Reference manual: simaerep.html , simaerep.pdf

Downloads:

Package source: simaerep_1.0.0.tar.gz
Windows binaries: r-devel: simaerep_0.7.0.zip, r-release: simaerep_0.7.0.zip, r-oldrel: simaerep_0.7.0.zip
macOS binaries: r-release (arm64): simaerep_1.0.0.tgz, r-oldrel (arm64): simaerep_1.0.0.tgz, r-release (x86_64): simaerep_1.0.0.tgz, r-oldrel (x86_64): simaerep_1.0.0.tgz
Old sources: simaerep archive

Linking:

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