R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
metaforest
View on CRAN: Click
here
Download and install metaforest package within the R console
Install from CRAN:
install.packages("metaforest")
Install from Github:
library("remotes")
install_github("cran/metaforest") Install by package version:
library("remotes")
install_version("metaforest", "0.1.5") Attach the package and use:
library("metaforest")
Maintained by
Caspar J. van Lissa
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-09-09
Latest Update: 2025-07-30
Description:
Conduct random forests-based meta-analysis, obtain partial dependence plots for metaforest and classic meta-analyses, and cross-validate and tune metaforest- and classic meta-analyses in conjunction with the caret package. A requirement of classic meta-analysis is that the studies being aggregated are conceptually similar, and ideally, close replications. However, in many fields, there is substantial heterogeneity between studies on the same topic. Classic meta-analysis lacks the power to assess more than a handful of univariate moderators. MetaForest, by contrast, has substantial power to explore heterogeneity in meta-analysis. It can identify important moderators from a larger set of potential candidates (Van Lissa, 2020). This is an appealing quality, because many meta-analyses have small sample sizes. Moreover, MetaForest yields a measure of variable importance which can be used to identify important moderators, and offers partial prediction plots to explore the shape of the marginal relationship between moderators and effect size.
How to cite:
Caspar J. van Lissa (2017). metaforest: Exploring Heterogeneity in Meta-Analysis using Random Forests. R package version 0.1.5, https://cran.r-project.org/web/packages/metaforest. Accessed 16 Jul. 2026.
Previous versions and publish date:
Other packages that cited metaforest R package
View metaforest citation profile
Other R packages that metaforest depends,
imports, suggests or enhances
Complete documentation for metaforest
Functions, R codes and Examples using
the metaforest R package
Some associated functions: MetaForest . ModelInfo_mf . ModelInfo_rma . PartialDependence . SimulateSMD . VarImpPlot . WeightedScatter . coef_test . curry . extract_proximity . fukkink_lont . plot.MetaForest . predict.MetaForest . preselect . preselect_vars . print.summary.MetaForest . report .
Some associated R codes: MF.R . MF_cluster.R . MetaForest.R . ModelInfo_mf.R . ModelInfo_rma.R . PartialDependence.R . SimulateSMD.R . VarImpPlot.R . WeightedScatter.R . coef_test.R . curry.R . deprecated_functions.R . extract_proximity.MetaForest.R . fukkink_lont.R . helpers.R . marginal_predictions.R . merge_forests.R . plot.MetaForest.R . predict.MetaForest.R . preselect.R . print.MetaForest.R . print.summary.MetaForest.R . summary.MetaForest.R . Full metaforest package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
wordnet
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kurt Hornik (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
schoolmath
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jörg große Schlarmann (view profile)
stevedata
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Steve Miller (view profile)
tibble
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kirill Müller (view profile)
Rnmr1D
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Daniel Jacob (view profile)
27,806
R Packages
239,283
Dependencies
73,837
Author Associations
27,807
Publication Badges
