Exploring Heterogeneity in Meta-Analysis using Random Forests

Documentation for package ‘metaforest’ version 0.1.2

ClusterMF	Clustered MetaForest analysis for dependent data.
extract_proximity	Extract proximity matrix for a MetaForest object.
MetaForest	Conduct a MetaForest analysis to explore heterogeneity in meta-analytic data.
ModelInfo_mf	Returns a MetaForest ModelInfo list for use with caret
ModelInfo_rma	Returns an rma ModelInfo list for use with caret
PartialDependence	PartialDependence: Partial dependence plots
plot.MetaForest	Plots cumulative MSE for a MetaForest object.
predict.MetaForest	MetaForest prediction
print.MetaForest	Prints MetaForest object.
print.summary.MetaForest	Prints summary.MetaForest object.
SimulateSMD	Simulates a meta-analytic dataset
summary.MetaForest	Summarize MetaForest object.
VarImpPlot	Plots variable importance for a MetaForest object.
WeightedScatter	Plots weighted scatterplots for meta-analytic data. Can plot effect size as a function of either continuous (numeric, integer) or categorical (factor, character) predictors.