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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.

Versions across snapshots

VersionRepositoryFileSize
2.4.0 rolling linux/jammy R-4.5 PublicationBias_2.4.0.tar.gz 66.9 KiB
2.4.0 rolling linux/noble R-4.5 PublicationBias_2.4.0.tar.gz 66.9 KiB
2.4.0 rolling source/ R- PublicationBias_2.4.0.tar.gz 44.9 KiB
2.4.0 latest linux/jammy R-4.5 PublicationBias_2.4.0.tar.gz 66.9 KiB
2.4.0 latest linux/noble R-4.5 PublicationBias_2.4.0.tar.gz 66.9 KiB
2.4.0 latest source/ R- PublicationBias_2.4.0.tar.gz 44.9 KiB
2.4.0 2026-04-26 source/ R- PublicationBias_2.4.0.tar.gz 44.9 KiB
2.4.0 2026-04-23 source/ R- PublicationBias_2.4.0.tar.gz 44.9 KiB
2.4.0 2026-04-09 windows/windows R-4.5 PublicationBias_2.4.0.zip 70.4 KiB
2.4.0 2025-04-20 source/ R- PublicationBias_2.4.0.tar.gz 44.9 KiB

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