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., 2025, <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.

Package details

AuthorFrantišek Bartoš [aut, cre] (ORCID: <https://orcid.org/0000-0002-0018-5573>), Samuel Pawel [aut] (ORCID: <https://orcid.org/0000-0003-2779-320X>), Björn S. Siepe [aut] (ORCID: <https://orcid.org/0000-0002-9558-4648>), Petr Čala [aut]
MaintainerFrantišek Bartoš <f.bartos96@gmail.com>
LicenseGPL-3
Version0.2.0
URL https://github.com/FBartos/PublicationBiasBenchmark https://fbartos.github.io/PublicationBiasBenchmark/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("PublicationBiasBenchmark")

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PublicationBiasBenchmark documentation built on March 16, 2026, 5:07 p.m.