Meta-Analysis Package for R


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Documentation for package ‘metafor’ version 4.6-0

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A B C D E F G H I L M N P Q R S T U V W

metafor-package metafor: A Meta-Analysis Package for R

-- A --

addpoly Add Polygons to Forest Plots
addpoly.default Add Polygons to Forest Plots (Default Method)
addpoly.predict.rma Add Polygons to Forest Plots (Method for 'predict.rma' Objects)
addpoly.rma Add Polygons to Forest Plots (Method for 'rma' Objects)
aggregate Aggregate Multiple Effect Sizes or Outcomes Within Studies
aggregate.escalc Aggregate Multiple Effect Sizes or Outcomes Within Studies
AIC.rma Fit Statistics and Information Criteria for 'rma' Objects
anova Likelihood Ratio and Wald-Type Tests for 'rma' Objects
anova.rma Likelihood Ratio and Wald-Type Tests for 'rma' Objects

-- B --

baujat Baujat Plots for 'rma' Objects
baujat.rma Baujat Plots for 'rma' Objects
BIC.rma Fit Statistics and Information Criteria for 'rma' Objects
bldiag Construct Block Diagonal Matrix
blsplit Split Block Diagonal Matrix
blup Best Linear Unbiased Predictions for 'rma.uni' Objects
blup.rma.uni Best Linear Unbiased Predictions for 'rma.uni' Objects

-- C --

coef Extract the Model Coefficients and Coefficient Table from 'rma' and 'summary.rma' Objects
coef.matreg Extract the Model Coefficients and Variance-Covariance Matrix from 'matreg' Objects
coef.permutest.rma.uni Extract the Model Coefficient Table from 'permutest.rma.uni' Objects
coef.rma Extract the Model Coefficients and Coefficient Table from 'rma' and 'summary.rma' Objects
coef.summary.rma Extract the Model Coefficients and Coefficient Table from 'rma' and 'summary.rma' Objects
confint Confidence Intervals for 'rma' Objects
confint.rma Confidence Intervals for 'rma' Objects
confint.rma.glmm Confidence Intervals for 'rma' Objects
confint.rma.ls Confidence Intervals for 'rma' Objects
confint.rma.mh Confidence Intervals for 'rma' Objects
confint.rma.mv Confidence Intervals for 'rma' Objects
confint.rma.peto Confidence Intervals for 'rma' Objects
confint.rma.uni Confidence Intervals for 'rma' Objects
confint.rma.uni.selmodel Confidence Intervals for 'rma' Objects
contrmat Construct Contrast Matrix for Two-Group Comparisons
conv.2x2 Reconstruct Cell Frequencies of 2x2 Tables
conv.delta Transform Observed Effect Sizes or Outcomes and their Sampling Variances using the Delta Method
conv.fivenum Estimate Means and Standard Deviations from Five-Number Summary Values
conv.wald Convert Wald-Type Confidence Intervals and Tests to Sampling Variances
cooks.distance Model Diagnostics for 'rma.uni' Objects
cooks.distance.rma.mv Model Diagnostics for 'rma.mv' Objects
cooks.distance.rma.uni Model Diagnostics for 'rma.uni' Objects
cumul Cumulative Meta-Analysis for 'rma' Objects
cumul.rma.mh Cumulative Meta-Analysis for 'rma' Objects
cumul.rma.peto Cumulative Meta-Analysis for 'rma' Objects
cumul.rma.uni Cumulative Meta-Analysis for 'rma' Objects

-- D --

deviance.rma Fit Statistics and Information Criteria for 'rma' Objects
df.residual.rma Fit Statistics and Information Criteria for 'rma' Objects
dfbetas Model Diagnostics for 'rma.uni' Objects
dfbetas.rma.mv Model Diagnostics for 'rma.mv' Objects
dfbetas.rma.uni Model Diagnostics for 'rma.uni' Objects
dfround Round Variables in a Data Frame

-- E --

emmprep Create a Reference Grid for the 'emmeans' Function
escalc Calculate Effect Sizes and Outcome Measures

-- F --

fitstats Fit Statistics and Information Criteria for 'rma' Objects
fitstats.rma Fit Statistics and Information Criteria for 'rma' Objects
fitted Fitted Values for 'rma' Objects
fitted.rma Fitted Values for 'rma' Objects
fmtp Formatter Functions
fmtt Formatter Functions
fmtx Formatter Functions
forest Forest Plots
forest.cumul.rma Forest Plots (Method for 'cumul.rma' Objects)
forest.default Forest Plots (Default Method)
forest.rma Forest Plots (Method for 'rma' Objects)
formatters Formatter Functions
formula Extract the Model Formula from 'rma' Objects
formula.rma Extract the Model Formula from 'rma' Objects
fsn Fail-Safe N Analysis (File Drawer Analysis)
funnel Funnel Plots
funnel.default Funnel Plots
funnel.rma Funnel Plots

-- G --

galbraith Radial (Galbraith) Plots for 'rma' Objects
getmfopt Getting and Setting Package Options
gosh GOSH Plots for 'rma' Objects
gosh.rma GOSH Plots for 'rma' Objects

-- H --

hatvalues Model Diagnostics for 'rma.uni' Objects
hatvalues.rma.mv Model Diagnostics for 'rma.mv' Objects
hatvalues.rma.uni Model Diagnostics for 'rma.uni' Objects
hc Meta-Analysis based on the Method by Henmi and Copas (2010)
hc.rma.uni Meta-Analysis based on the Method by Henmi and Copas (2010)

-- I --

influence Model Diagnostics for 'rma.uni' Objects
influence.rma.mv Model Diagnostics for 'rma.mv' Objects
influence.rma.uni Model Diagnostics for 'rma.uni' Objects

-- L --

labbe L'Abbe Plots for 'rma' Objects
labbe.rma L'Abbe Plots for 'rma' Objects
leave1out Leave-One-Out Diagnostics for 'rma' Objects
leave1out.rma.mh Leave-One-Out Diagnostics for 'rma' Objects
leave1out.rma.peto Leave-One-Out Diagnostics for 'rma' Objects
leave1out.rma.uni Leave-One-Out Diagnostics for 'rma' Objects
llplot Plot of Likelihoods for Individual Studies
logLik.rma Fit Statistics and Information Criteria for 'rma' Objects

-- M --

matreg Fit Regression Models based on Correlation and Covariance Matrices
metafor metafor: A Meta-Analysis Package for R
metafor.news Read News File of the Metafor Package
mfopt Getting and Setting Package Options
misc-models Fixed-Effects and Random-Effects Models in Meta-Analysis
misc-options Miscellaneous Options and Features
misc-recs Some Recommended Practices
misc_models Fixed-Effects and Random-Effects Models in Meta-Analysis
misc_options Miscellaneous Options and Features
misc_recs Some Recommended Practices
model.matrix Extract the Model Matrix from 'rma' Objects
model.matrix.rma Extract the Model Matrix from 'rma' Objects

-- N --

nobs.rma Fit Statistics and Information Criteria for 'rma' Objects

-- P --

permutest Permutation Tests for 'rma.uni' Objects
permutest.rma.ls Permutation Tests for 'rma.uni' Objects
permutest.rma.uni Permutation Tests for 'rma.uni' Objects
plot.cumul.rma Plot Method for 'cumul.rma' Objects
plot.gosh.rma Plot Method for 'gosh.rma' Objects
plot.infl.rma.uni Plot Method for 'infl.rma.uni' Objects
plot.permutest.rma.uni Plot Method for 'permutest.rma.uni' Objects
plot.profile.rma Profile Likelihood Plots for 'rma' Objects
plot.rma Plot Method for 'rma' Objects
plot.rma.glmm Plot Method for 'rma' Objects
plot.rma.mh Plot Method for 'rma' Objects
plot.rma.peto Plot Method for 'rma' Objects
plot.rma.uni Plot Method for 'rma' Objects
plot.rma.uni.selmodel Plot Method for 'plot.rma.uni.selmodel' Objects
plot.vif.rma Plot Method for 'vif.rma' Objects
points.regplot Scatter Plots / Bubble Plots
predict Predicted Values for 'rma' Objects
predict.rma Predicted Values for 'rma' Objects
predict.rma.ls Predicted Values for 'rma' Objects
print.anova.rma Print Methods for 'anova.rma' and 'list.anova.rma' Objects
print.confint.rma Print Methods for 'confint.rma' and 'list.confint.rma' Objects
print.escalc Print and Summary Methods for 'escalc' Objects
print.fsn Print Method for 'fsn' Objects
print.gosh.rma Print Method for 'gosh.rma' Objects
print.hc.rma.uni Print Method for 'hc.rma.uni' Objects
print.infl.rma.uni Model Diagnostics for 'rma.uni' Objects
print.list.anova.rma Print Methods for 'anova.rma' and 'list.anova.rma' Objects
print.list.confint.rma Print Methods for 'confint.rma' and 'list.confint.rma' Objects
print.list.rma Print Method for 'list.rma' Objects
print.matreg Print and Summary Methods for 'matreg' Objects
print.permutest.rma.uni Print Method for 'permutest.rma.uni' Objects
print.profile.rma Profile Likelihood Plots for 'rma' Objects
print.ranktest Print Method for 'ranktest' Objects
print.regtest Print Method for 'regtest' Objects
print.rma Print and Summary Methods for 'rma' Objects
print.rma.glmm Print and Summary Methods for 'rma' Objects
print.rma.mh Print and Summary Methods for 'rma' Objects
print.rma.mv Print and Summary Methods for 'rma' Objects
print.rma.peto Print and Summary Methods for 'rma' Objects
print.rma.uni Print and Summary Methods for 'rma' Objects
print.summary.matreg Print and Summary Methods for 'matreg' Objects
print.summary.rma Print and Summary Methods for 'rma' Objects
print.tes Test of Excess Significance
print.vif.rma Variance Inflation Factors for 'rma' Objects
profile Profile Likelihood Plots for 'rma' Objects
profile.rma Profile Likelihood Plots for 'rma' Objects
profile.rma.ls Profile Likelihood Plots for 'rma' Objects
profile.rma.mv Profile Likelihood Plots for 'rma' Objects
profile.rma.uni Profile Likelihood Plots for 'rma' Objects
profile.rma.uni.selmodel Profile Likelihood Plots for 'rma' Objects

-- Q --

qqnorm Normal QQ Plots for 'rma' Objects
qqnorm.rma Normal QQ Plots for 'rma' Objects
qqnorm.rma.glmm Normal QQ Plots for 'rma' Objects
qqnorm.rma.mh Normal QQ Plots for 'rma' Objects
qqnorm.rma.mv Normal QQ Plots for 'rma' Objects
qqnorm.rma.peto Normal QQ Plots for 'rma' Objects
qqnorm.rma.uni Normal QQ Plots for 'rma' Objects

-- R --

radial Radial (Galbraith) Plots for 'rma' Objects
radial.rma Radial (Galbraith) Plots for 'rma' Objects
ranef Best Linear Unbiased Predictions for 'rma.uni' and 'rma.mv' Objects
ranef.rma.mv Best Linear Unbiased Predictions for 'rma.uni' and 'rma.mv' Objects
ranef.rma.uni Best Linear Unbiased Predictions for 'rma.uni' and 'rma.mv' Objects
ranktest Rank Correlation Test for Funnel Plot Asymmetry
rcalc Calculate the Variance-Covariance of Dependent Correlation Coefficients
regplot Scatter Plots / Bubble Plots
regplot.rma Scatter Plots / Bubble Plots
regtest Regression Test for Funnel Plot Asymmetry
replmiss Replace Missing Values in a Vector
reporter Dynamically Generated Analysis Reports for 'rma.uni' Objects
reporter.rma.uni Dynamically Generated Analysis Reports for 'rma.uni' Objects
residuals Residual Values based on 'rma' Objects
residuals.rma Residual Values based on 'rma' Objects
rma Meta-Analysis via Linear (Mixed-Effects) Models
rma.glmm Meta-Analysis via Generalized Linear (Mixed-Effects) Models
rma.mh Meta-Analysis via the Mantel-Haenszel Method
rma.mv Meta-Analysis via Multivariate/Multilevel Linear (Mixed-Effects) Models
rma.peto Meta-Analysis via Peto's Method
rma.uni Meta-Analysis via Linear (Mixed-Effects) Models
robust Cluster-Robust Tests and Confidence Intervals for 'rma' Objects
robust.rma.mv Cluster-Robust Tests and Confidence Intervals for 'rma' Objects
robust.rma.uni Cluster-Robust Tests and Confidence Intervals for 'rma' Objects
rstandard Residual Values based on 'rma' Objects
rstandard.rma.mh Residual Values based on 'rma' Objects
rstandard.rma.mv Residual Values based on 'rma' Objects
rstandard.rma.peto Residual Values based on 'rma' Objects
rstandard.rma.uni Residual Values based on 'rma' Objects
rstudent Residual Values based on 'rma' Objects
rstudent.rma.mh Residual Values based on 'rma' Objects
rstudent.rma.mv Residual Values based on 'rma' Objects
rstudent.rma.peto Residual Values based on 'rma' Objects
rstudent.rma.uni Residual Values based on 'rma' Objects

-- S --

selmodel Selection Models
selmodel.rma.uni Selection Models
setmfopt Getting and Setting Package Options
simulate Simulate Method for 'rma' Objects
simulate.rma Simulate Method for 'rma' Objects
summary Print and Summary Methods for 'rma' Objects
summary.escalc Print and Summary Methods for 'escalc' Objects
summary.matreg Print and Summary Methods for 'matreg' Objects
summary.rma Print and Summary Methods for 'rma' Objects

-- T --

tes Test of Excess Significance
to.long Convert Data from Vector to Long Format
to.table Convert Data from Vector to Table Format
to.wide Convert Data from a Long to a Wide Format
transf Transformation Functions
transf.abt Transformation Functions
transf.ahw Transformation Functions
transf.arcsin Transformation Functions
transf.dtobesd Transformation Functions
transf.dtocles Transformation Functions
transf.dtolnor.logis Transformation Functions
transf.dtolnor.norm Transformation Functions
transf.dtomd Transformation Functions
transf.dtorbis Transformation Functions
transf.dtorpb Transformation Functions
transf.dtou1 Transformation Functions
transf.dtou2 Transformation Functions
transf.dtou3 Transformation Functions
transf.exp.int Transformation Functions
transf.iabt Transformation Functions
transf.iahw Transformation Functions
transf.iarcsin Transformation Functions
transf.iirft Transformation Functions
transf.ilogit Transformation Functions
transf.ilogit.int Transformation Functions
transf.ipft Transformation Functions
transf.ipft.hm Transformation Functions
transf.irft Transformation Functions
transf.isqrt Transformation Functions
transf.lnortod.logis Transformation Functions
transf.lnortod.norm Transformation Functions
transf.lnortord Transformation Functions
transf.lnortorr Transformation Functions
transf.lnortortet.digby Transformation Functions
transf.lnortortet.pearson Transformation Functions
transf.logit Transformation Functions
transf.pft Transformation Functions
transf.r2toz Transformation Functions
transf.rpbtod Transformation Functions
transf.rpbtorbis Transformation Functions
transf.rtod Transformation Functions
transf.rtorpb Transformation Functions
transf.rtoz Transformation Functions
transf.ztor Transformation Functions
transf.ztor.int Transformation Functions
transf.ztor2 Transformation Functions
trimfill Trim and Fill Analysis for 'rma.uni' Objects
trimfill.rma.uni Trim and Fill Analysis for 'rma.uni' Objects

-- U --

update Model Updating for 'rma' Objects
update.rma Model Updating for 'rma' Objects

-- V --

vcalc Construct or Approximate the Variance-Covariance Matrix of Dependent Effect Sizes or Outcomes
vcov Extract Various Types of Variance-Covariance Matrices from 'rma' Objects
vcov.matreg Extract the Model Coefficients and Variance-Covariance Matrix from 'matreg' Objects
vcov.rma Extract Various Types of Variance-Covariance Matrices from 'rma' Objects
vec2mat Convert a Vector into a Square Matrix
vif Variance Inflation Factors for 'rma' Objects
vif.rma Variance Inflation Factors for 'rma' Objects

-- W --

weights Compute Weights for 'rma' Objects
weights.rma Compute Weights for 'rma' Objects
weights.rma.glmm Compute Weights for 'rma' Objects
weights.rma.mh Compute Weights for 'rma' Objects
weights.rma.mv Compute Weights for 'rma' Objects
weights.rma.peto Compute Weights for 'rma' Objects
weights.rma.uni Compute Weights for 'rma' Objects