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puniform

Provides meta-analysis methods to correct and assess publication bias and outcome reporting bias.

The currently included methods are:

• The p-uniform method as described in van Assen, van Aert, and Wicherts (2015)
• The p-uniform* method as described in van Aert and van Assen (2025)
• The hybrid method as described in van Aert and van Assen (2018) and van Aert (2025)
• The Snapshot Bayesian Hybrid Meta-Analysis Method as described in van Aert and van Assen (2017)
• The meta-plot (van Assen et al., 2023), which is a visual tool for assessing publication bias in a meta-analysis
• Helper functions to apply the Correcting for Outcome Reporting Bias (CORB) method to correct for outcome reporting bias in a meta-analysis (van Aert & Wicherts, 2024)

Installation

The latest release can be installed directly in R with:

install.packages("puniform")

You can install the development version of the puniform package from GitHub with:

install.packages("devtools")
devtools::install_github("RobbievanAert/puniform")

Additional information about the package

The puniform package was written by Robbie C.M. van Aert. If you suspect a bug, please report this here.

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.