Man pages for RoBMA
Robust Bayesian Meta-Analyses
| add_loo.brma | Add LOO-PSIS to brma Objects |
| add_marglik.brma | Add Marginal Likelihood to brma Objects |
| add_waic.brma | Add WAIC to brma Objects |
| Anderson2010 | 23 experimental studies from... |
| Andrews2021 | 39 study rows on household chaos and child executive... |
| as_draws.brma | Convert brma Objects to posterior Draws Formats |
| as_draws.brma_samples | Convert brma_samples to posterior Draws Formats |
| as.matrix.brma_samples | Convert brma_samples to Matrix |
| as_zplot.brma | Transform brma Object to Zplot |
| Bem2011 | 9 experimental studies from... |
| bf.brma | Bayes Factor for brma Objects |
| blup | Best Linear Unbiased Predictions (BLUPs) |
| blup.brma | Best Linear Unbiased Predictions for brma Objects |
| BMA | Bayesian Model-Averaged Meta-Analysis |
| BMA.glmm | Bayesian Model-Averaged Generalized Meta-Analysis |
| bPEESE | Bayesian Precision-Effect Estimate with Standard Errors... |
| bPET | Bayesian Precision-Effect Test (PET) Model |
| bridge_sampler.brma | Bridge Sampling for brma Objects |
| brma | Bayesian Meta-Analysis |
| brma.glmm | Bayesian Generalized Meta-Analysis |
| bselmodel | Bayesian Selection Model |
| check_loo.brma | Check LOO Diagnostics for brma Objects |
| coef.brma | Extract Model Coefficients for brma Objects |
| contr.BayesTools | BayesTools Contrast Matrices |
| cooks.distance.brma | Cook's Distance for brma Objects |
| covratio.brma | COVRATIO for brma Objects |
| data_input | Input Data Specification |
| dfbetas.brma | DFBETAS for brma Objects |
| dffits.brma | DFFITS for brma Objects |
| estimate_unit_information_sd | Estimate Unit Information Standard Deviation |
| fitted.brma | Fitted Values for brma Objects |
| fitting_specification | Fitting specification |
| funnel | Funnel Plot for brma Object |
| hatvalues.brma | Hat Values for brma Objects |
| Havrankova2025 | 1159 effect sizes from a meta-analysis of beauty and... |
| hist.zplot_brma | Histogram of Z-Statistics |
| Hoppen2025 | 37 studies from a meta-analysis of social comparison as a... |
| influence.brma | Measure Influence for brma Objects |
| interpret | Interpret brma Results |
| Johnides2025 | 412 effect sizes from a meta-analysis of secondary benefits... |
| Kroupova2021 | 881 estimates from 69 studies of a relationship between... |
| lines.zplot_brma | Add Zplot Density Lines |
| logLik.brma | Extract Log-Likelihood Matrix from brma Object |
| logml.brma | Log Marginal Likelihood for brma Objects |
| loo.brma | LOO-PSIS for brma Objects |
| loo_compare.brma | Compare brma Models Using LOO |
| loo_compare.loo | Compare loo Objects Using LOO |
| loo_weights.brma | Extract Normalized PSIS Weights from brma Object |
| Lui2015 | 18 studies of a relationship between acculturation mismatch... |
| ManyLabs16 | 55 effect sizes from Many Labs 2 replication studies of... |
| marginal_means | Estimated Marginal Means |
| marginal_means.brma | Estimated Marginal Means for brma Objects |
| nobs.brma | Number of Observations for brma Objects |
| plot.brma | Plots brma Object |
| plot_diagnostic | Plot MCMC Diagnostics |
| plot.marginal_means.brma | Plot Estimated Marginal Means |
| plot_pet_peese | Plot PET-PEESE Fit of brma Object |
| plot_prior | Plot Prior Distributions |
| plot_weightfunction | Plots Weight Function of brma Object |
| plot.zplot_brma | Plot Zplot Results |
| pooled_effect | Pooled Effect Size |
| pooled_effect.brma | Pooled Effect Size for brma Objects |
| pooled_heterogeneity | Pooled Heterogeneity |
| pooled_heterogeneity.brma | Pooled Heterogeneity for brma Objects |
| post_prob.brma | Posterior Model Probabilities for brma Objects |
| Poulsen2006 | 5 studies with a tactile outcome assessment from... |
| predict.brma | Predict From brma Object |
| print.brma_samples | Print brma_samples Object |
| print.marginal_means.brma | Print Estimated Marginal Means |
| print_prior | Print Prior Distributions |
| print.RoBMA_data | Print method for RoBMA_data objects |
| print.summary.brma_samples | Print summary.brma_samples Object |
| print.summary_heterogeneity.brma | Print Summary of Heterogeneity |
| print.summary.marginal_means.brma | Print Summary of Estimated Marginal Means |
| print.summary.zplot_brma | Print Zplot Summary |
| print.vif.brma | Print VIF Results |
| prior | Prior Distribution |
| prior_factor | Factor Prior |
| prior_informed | Informed Prior |
| prior_none | Empty Prior |
| prior_PEESE | PEESE Prior |
| prior_PET | PET Prior |
| prior_specification | Prior specification |
| prior_weightfunction | Weightfunction Prior |
| publication_bias_prior_specification | Publication-bias prior specification |
| qqnorm.brma | Normal QQ Plot for brma Object |
| radial | Radial (Galbraith) Plot for brma Object |
| ranef | Random Effects |
| ranef.brma | Random Effects for brma Objects |
| reexports | Objects exported from other packages |
| regplot | Regression Plot (Bubble Plot) for brma Object |
| residuals.brma | Residuals for brma Objects |
| RoBMA | Robust Bayesian Model-Averaged Meta-Analysis |
| RoBMA_control | Control MCMC fitting process |
| RoBMA_options | Options for the RoBMA package |
| RoBMA-package | RoBMA: Robust Bayesian Meta-Analysis |
| RoBMA_prior_specification | Prior specification for model-averaging |
| rstandard.brma | Internally Standardized Residuals for brma Objects |
| rstudent.brma | Externally Standardized (Studentized) Residuals for brma... |
| summary.brma | Summarize brma Object |
| summary.brma_samples | Summarize brma_samples Object |
| summary_heterogeneity | Summary of Heterogeneity |
| summary_heterogeneity.brma | Summary of Heterogeneity for brma Objects |
| summary.marginal_means.brma | Summarize Estimated Marginal Means |
| summary_models | Summarize Model-Averaged Component Weights |
| summary.zplot_brma | Summarize Zplot Results |
| true_effects | True Effects |
| true_effects.brma | True Effects for brma Objects |
| update.brma | Update a brma Fit |
| vif | Variance Inflation Factors |
| vif.brma | Variance Inflation Factors for brma Objects |
| waic.brma | WAIC for brma Objects |
| Wang2025 | 70 effect sizes from a meta-analysis of ChatGPT's impact on... |
| Weingarten2018 | 582 effect sizes examining the ease-of-retrieval effect from... |
| zplot.brma | Plot Zplot Diagnostics Directly |
