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PublicationBiasBenchmark: Benchmark for Publication Bias Correction Methods

Implements a unified interface for benchmarking meta-analytic publication bias correction methods through simulation studies (see Bartoš et al., 2022, <doi:10.48550/arXiv.2510.19489>). It provides 1) predefined data-generating mechanisms from the literature, 2) functions for running meta-analytic methods on simulated data, 3) pre-simulated datasets and pre-computed results for reproducible benchmarks, 4) tools for visualizing and comparing method performance.

Version: 0.1.0
Depends: R (≥ 3.5.0)
Imports: stats, metafor, osfr, MASS, numDeriv, pwr, sandwich, clubSandwich, lmtest, puniform, Rdpack
Suggests: RoBMA, testthat (≥ 3.0.0), rmarkdown, knitr, kableExtra, DT, ggplot2, scales, ggdist, rprojroot, desc
Published: 2025-11-05
DOI: 10.32614/CRAN.package.PublicationBiasBenchmark
Author: František Bartoš ORCID iD [aut, cre], Samuel Pawel ORCID iD [aut], Björn S. Siepe ORCID iD [aut]
Maintainer: František Bartoš <f.bartos96 at gmail.com>
BugReports: https://github.com/FBartos/PublicationBiasBenchmark/issues
License: GPL-3
URL: https://github.com/FBartos/PublicationBiasBenchmark, https://fbartos.github.io/PublicationBiasBenchmark/
NeedsCompilation: no
Citation: PublicationBiasBenchmark citation info
Materials: README, NEWS
CRAN checks: PublicationBiasBenchmark results

Documentation:

Reference manual: PublicationBiasBenchmark.html , PublicationBiasBenchmark.pdf
Vignettes: Adding New Data-Generating Mechanisms (source, R code)
Adding New Methods (source, R code)
Computing Method Measures (source, R code)
Computing Method Results (source, R code)
Using Precomputed Measures (source, R code)
Using Precomputed Results (source, R code)
Using Presimulated Datasets (source, R code)

Downloads:

Package source: PublicationBiasBenchmark_0.1.0.tar.gz
Windows binaries: r-devel: not available, r-release: PublicationBiasBenchmark_0.1.0.zip, r-oldrel: PublicationBiasBenchmark_0.1.0.zip
macOS binaries: r-release (arm64): PublicationBiasBenchmark_0.1.0.tgz, r-oldrel (arm64): PublicationBiasBenchmark_0.1.0.tgz, r-release (x86_64): PublicationBiasBenchmark_0.1.0.tgz, r-oldrel (x86_64): PublicationBiasBenchmark_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=PublicationBiasBenchmark to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.