Andrews2021

<p>The data set contains correlation coefficients <code>r</code>,
standard errors <code>se</code>, executive functioning assessment type <code>measure</code>,
and the mean age of the children in each study <code>age</code>. The original data set
assessed the effect of household chaos on child executive functions
andrews2021examiningRoBMA which was used as an
example in bartos2020adjusting;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

Andrews2021 function

<p>A data.frame with 4 columns and 36 observations.</p>

Format

36 estimates of the effect of household chaos on child executive functions
with the mean age and assessment type covariates from a meta-analysis by
andrews2021examining;textualRoBMA — Andrews2021

36 estimates of the effect of household chaos on child executive functions
with the mean age and assessment type covariates from a meta-analysis by
andrews2021examining;textualRoBMA

Andrews2021: 36 estimates of the effect of household chaos on child executive functions with the mean age and assessment type covariates from a meta-analysis by andrews2021examining;textualRoBMA

Description

Usage

Arguments

Value

Format

References