RoBMA-package

RoBMA_package

RoBMA.package

RoBMA provides Bayesian meta-analysis, meta-regression, multilevel
meta-analysis, model averaging, and publication-bias adjustment. The main
user-facing fitters are <code>RoBMA</code>, <code>BMA</code>,
<code>brma</code>, <code>brma.glmm</code>, <code>bselmodel</code>,
<code>bPET</code>, and <code>bPEESE</code>.

package

A framework for Bayesian meta-analysis, including model estimation,
prior specification, model comparison, prediction, summaries, visualizations,
and diagnostics. The package fits single and model-averaged meta-analytic,
meta-regression, multilevel, publication bias adjusted, and generalized linear
mixed models The model-averaged meta-analytic models combine competing models
based on their predictive performance, weight inference by posterior model probabilities,
and test model components using Bayes factors (e.g., effect vs. no effect;
Bartoš et al., 2022, <doi:10.1002/jrsm.1594>; Maier, Bartoš & Wagenmakers, 2022,
<doi:10.1037/met0000405>; Bartoš et al., 2025, <doi:10.1037/met0000737>).
Users can specify flexible prior distributions for effect sizes, heterogeneity,
publication bias (including selection models and PET-PEESE), and moderators.

Franti<c5><a1>ek Barto<c5><a1>

RoBMA

Robust Bayesian Meta-Analyses

František Bartoš

Maximilian Maier

Eric-Jan Wagenmakers

Joris Goosen

Matthew Denwood

Martyn Plummer

RoBMA-package function

See bartos2021no;textualRoBMA,
maier2020robust;textualRoBMA,
bartos2020adjusting;textualRoBMA, and
bartos2025robust;textualRoBMA for the RoBMA methodology.
Use <code>vignette(package = "RoBMA")</code> to list installed vignettes.

User guide

Frantisek Bartos <a href="/link/f.bartos96%40gmail.com?package=RoBMA&version=4.0.0" data-mini-rdoc="RoBMA::f.bartos96@gmail.com">f.bartos96@gmail.com</a>

Author

RoBMA: Robust Bayesian Meta-Analysis — RoBMA-package

See bartos2021no;textualRoBMA,
maier2020robust;textualRoBMA,
bartos2020adjusting;textualRoBMA, and
bartos2025robust;textualRoBMA for the RoBMA methodology.
Use <code>vignette(package = "RoBMA")</code> to list installed vignettes.

Frantisek Bartos <a href='mailto:f.bartos96@gmail.com'>f.bartos96@gmail.com</a>

RoBMA-package: RoBMA: Robust Bayesian Meta-Analysis

Description

Arguments

User guide

Author

References

See Also