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/>]). 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.

Package details

AuthorMika Braginsky [aut, cre], Maya Mathur [aut], Tyler J. VanderWeele [aut]
MaintainerMika Braginsky <>
Package repositoryView on CRAN
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PublicationBias documentation built on Jan. 22, 2023, 1:40 a.m.