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PublicationBias: Sensitivity Analysis for Publication Bias in Meta-Analyses

Performs sensitivity analysis for publication bias in meta-analyses (per Mathur & VanderWeele, 2020 [<doi:10.31219/osf.io/s9dp6>]). These analyses enable statements such as: "For publication bias to shift the observed point estimate to the null, 'significant' results would need to be at least 30-fold more likely to be published than negative or 'nonsignificant' results." Comparable statements can be made regarding shifting to a chosen non-null value or shifting the confidence interval. Provides a worst-case meta-analytic point estimate under maximal publication bias obtained simply by conducting a standard meta-analysis of only the negative and "nonsignificant" studies.

Version: 2.4.0
Depends: R (≥ 4.1.0)
Imports: dplyr, ggplot2, glue, lifecycle, metabias, metafor, stats, Rdpack, rlang, robumeta
Suggests: purrr, testthat (≥ 3.0.0), withr
Published: 2023-08-18
DOI: 10.32614/CRAN.package.PublicationBias
Author: Mika Braginsky [aut], Maya Mathur [aut], Tyler J. VanderWeele [aut], Peter Solymos ORCID iD [cre, ctb]
Maintainer: Peter Solymos <peter at analythium.io>
BugReports: https://github.com/mathurlabstanford/PublicationBias/issues
License: GPL-2
URL: https://github.com/mathurlabstanford/PublicationBias, https://mathurlabstanford.github.io/PublicationBias/
NeedsCompilation: no
Materials: README NEWS
In views: MetaAnalysis
CRAN checks: PublicationBias results

Documentation:

Reference manual: PublicationBias.pdf

Downloads:

Package source: PublicationBias_2.4.0.tar.gz
Windows binaries: r-devel: PublicationBias_2.4.0.zip, r-release: PublicationBias_2.4.0.zip, r-oldrel: PublicationBias_2.4.0.zip
macOS binaries: r-release (arm64): PublicationBias_2.4.0.tgz, r-oldrel (arm64): PublicationBias_2.4.0.tgz, r-release (x86_64): PublicationBias_2.4.0.tgz, r-oldrel (x86_64): PublicationBias_2.4.0.tgz
Old sources: PublicationBias archive

Reverse dependencies:

Reverse suggests: multibiasmeta

Linking:

Please use the canonical form https://CRAN.R-project.org/package=PublicationBias 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.