PublicationBias (2.0.0)

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Sensitivity Analysis for Publication Bias in Meta-Analyses.

http://cran.r-project.org/web/packages/PublicationBias

Performs sensitivity analysis for publication bias in meta-analyses (per Mathur & VanderWeele, 2020 []). 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.

Maintainer: Maya B. Mathur
Author(s): Maya B. Mathur, Tyler J. VanderWeele

License: GPL-2

Uses: dplyr, ggplot2, metafor, MetaUtility, Rdpack, robumeta

Released about 1 month ago.


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