Exploring Heterogeneity in Meta-Analysis using Random Forests

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Documentation for package ‘metaforest’ version 0.1.4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

coef_test	Test coefficients of a model
curry	Happy to Help?
extract_proximity	Extract proximity matrix for a MetaForest object.
fukkink_lont	Does training matter? A meta-analysis of caregiver training studies
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
preselect	Preselect variables for MetaForest analysis
preselect_vars	Extract variable names from mf_preselect object
print.summary.MetaForest	Prints summary.MetaForest object.
SimulateSMD	Simulates a meta-analytic dataset
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.