Lui2015

<p>The data set contains correlation coefficients r,
sample sizes n, and labels for each study assessing the
relationship between acculturation mismatch (that is the result of the contrast
between the collectivist cultures of Asian and Latin immigrant groups
and the individualist culture in the United States) and intergenerational cultural
conflict lui2015intergenerationalRoBMA 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

Lui2015 function

<p>A data.frame with 3 columns and 18 observations.</p>

Format

18 studies of a relationship between acculturation mismatch and
intergenerational cultural conflict collected by
lui2015intergenerational;textualRoBMA — Lui2015

18 studies of a relationship between acculturation mismatch and
intergenerational cultural conflict collected by
lui2015intergenerational;textualRoBMA

Lui2015: 18 studies of a relationship between acculturation mismatch and intergenerational cultural conflict collected by lui2015intergenerational;textualRoBMA

Description

Usage

Arguments

Value

Format

References