Poulsen2006

<p>The data set contains Cohen's d effect sizes, standard errors,
and labels for 5 studies assessing the tactile outcome from a meta-analysis of
the effect of potassium-containing toothpaste on dentine hypersensitivity
poulsen2006potassiumRoBMA which was used as an example in
bartos2021bayesian;textualRoBMA.</p>

datasets

A framework for estimating ensembles of meta-analytic, meta-regression, and
multilevel models (assuming either presence or absence of the effect, heterogeneity,
publication bias, and moderators). The RoBMA framework uses Bayesian model-averaging to
combine the competing meta-analytic models into a model ensemble, weights
the posterior parameter distributions based on posterior model probabilities
and uses Bayes factors to test for the presence or absence of the
individual components (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 define a wide range of prior distributions for the effect size, heterogeneity,
publication bias (including selection models and PET-PEESE), and moderator components.
The package provides convenient functions for summary, visualizations, and fit diagnostics.

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

Poulsen2006 function

<p>A data.frame with 3 columns and 5 observations.</p>

Format

5 studies with a tactile outcome assessment from
poulsen2006potassium;textualRoBMA of the effect of potassium-containing toothpaste
on dentine hypersensitivity — Poulsen2006

5 studies with a tactile outcome assessment from
poulsen2006potassium;textualRoBMA of the effect of potassium-containing toothpaste
on dentine hypersensitivity

Poulsen2006: 5 studies with a tactile outcome assessment from poulsen2006potassium;textualRoBMA of the effect of potassium-containing toothpaste on dentine hypersensitivity

Description

Usage

Arguments

Value

Format

References