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metafor (version 1.9-0)

Meta-Analysis Package for R

Description

The metafor package provides a comprehensive collection of functions for conducting meta-analyses in R. The package includes functions to calculate various effect size or outcome measures, fit fixed-, random-, and mixed-effects models to such data, carry out moderator and meta-regression analyses, and create various types of meta-analytical plots (e.g., forest, funnel, radial, and L'Abbe plots). For meta-analyses of 2x2 tables, proportions, incidence rates, and incidence rate ratios, the package also provides functions that implement specialized methods, including the Mantel-Haenszel method, Peto's method, and a variety of suitable generalized linear (mixed-effects) models (i.e., mixed-effects (conditional) logistic and Poisson regression models).

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Version

Install

install.packages('metafor')

Monthly Downloads

38,438

Version

1.9-0

License

GPL (>= 2)

Maintainer

Wolfgang Viechtbauer

Last Published

June 21st, 2013

Functions in metafor (1.9-0)

metafor.news

Read News File of the Metafor Package
forest.default

Forest Plots
labbe

L'Abbe Plots
print.fsn

Print Method for fsn Objects
dat.bonett2010

Studies on the Reliability of the CES-D Scale
coef.rma

Model Coefficients for rma Objects
dat.lee2004

Studies on Acupoint P6 Stimulation for Preventing Nausea
hc

Meta-Analysis based on the Method by Henmi and Copas (2010)
print.anova.rma.uni

Print Method for anova.rma.uni Objects
print.rma.uni

Print and Summary Methods for rma Objects
predict.rma

Predicted Values for rma Objects
print.hc.rma.uni

Print Method for hc.rma.uni Objects
fitstats.rma

Fit Statistics and Information Criteria for rma Objects
dat.collins1985a

Studies on the Treatment of Upper Gastrointestinal Bleeding by a Histamine H2 Antagonist
dat.raudenbush1985

Studies on Assessing the Effects of Teacher Expectations on Pupil IQ
addpoly.default

Add Polygons to Forest Plot
forest.cumul.rma

Forest Plots for cumul.rma Objects
cumul.rma.uni

Cumulative Meta-Analysis for rma.uni Objects
trimfill

Trim and Fill Method
blup.rma.uni

Best Linear Unbiased Predictions for rma.uni Objects
ranktest.rma

Rank Correlation Test for Funnel Plot Asymmetry for rma Objects
residuals.rma

Residual Values based on rma Objects
dat.mcdaniel1994

Studies on the Validity of Employment Interviews
metafor-package

Metafor: A Meta-Analysis Package for R
cumul.rma.mh

Cumulative Meta-Analysis for rma.mh and rma.peto Objects
anova.rma.uni

Likelihood Ratio and Wald-Type Tests for rma.uni Objects
cumul

Cumulative Meta-Analysis
dat.collins1985b

Studies on the Effects of Diuretics in Pregnancy
print.permutest.rma.uni

Print Method for permutest.rma.uni Objects
print.regtest.rma

Print Method for regtest.rma Objects
regtest

Regression Tests for Funnel Plot Asymmetry
fitted.rma

Fitted Values for rma Objects
regtest.rma

Regression Tests for Funnel Plot Asymmetry for rma Objects
dat.yusuf1985

Studies of Beta Blockers During and After Myocardial Infarction
trimfill.rma.uni

Trim and Fill Method for rma.uni Objects
print.confint.rma

Print Method for confint.rma Objects
fitstats

Fit Statistics and Information Criteria
labbe.rma

L'Abbe Plots for rma Objects
vcov.rma

Variance-Covariance Matrix of Parameter Estimates for rma Objects
dat.normand1999

Studies on the Length of Hospital Stay of Stroke Patients
qqnorm.rma.uni

Normal QQ Plot for rma Objects
permutest.rma.uni

Permutation Tests for rma.uni Objects
transf

Transformation Functions
funnel.rma

Funnel Plots for rma Objects
funnel

Funnel Plots
leave1out.rma.uni

Leave-One-Out Diagnostics for rma.uni Objects
leave1out.rma.mh

Leave-One-Out Diagnostics for rma.mh and rma.peto Objects
radial

Radial (Galbraith) Plots
llplot

Plot Log Likelihood of a Parameter Corresponding to an Outcome or Effect Size Measure
influence.rma.uni

Case Diagnostics for rma.uni Objects
dat.hine1989

Studies on Prophylactic Use of Lidocaine After a Heart Attack
plot.infl.rma.uni

Plot Method for infl.rma.uni Objects
weights.rma.uni

Weights for rma Objects
dat.curtis1998

Studies on the Effects of Elevated CO2 Levels on Woody Plant Mass
forest.rma

Forest Plots for rma Objects
print.escalc

Print and Summary Methods for escalc Objects
dat.pritz1997

Studies on the Effectiveness of Hyperdynamic Therapy for Treating Cerebral Vasospasm
fsn

Fail-Safe N (File Drawer Analysis)
escalc

Calculate Effect Size and Outcome Measures
addpoly.rma

Add Summary Estimate Polygon to Forest Plot
dat.hart1999

Studies on the Effectiveness of Warfarin for Preventing Strokes
addpoly

Add Polygons to Forest Plot
print.list.rma

Print Method for list.rma Objects
blup

Best Linear Unbiased Predictions
dat.hackshaw1998

Studies on Lung Cancer Risk from ETS Exposure
confint.rma.uni

Confidence Intervals for rma Objects
print.ranktest.rma

Print Method for ranktest.rma Objects
ranktest

Rank Correlation Test for Funnel Plot Asymmetry
rma.uni

Meta-Analysis via the Linear (Mixed-Effects) Model
coef.permutest.rma.uni

Model Coefficients for permutest.rma.uni Objects
dat.colditz1994

Studies on the Effectiveness of the BCG Vaccine for Preventing Tuberculosis
permutest

Permutation Tests
leave1out

Leave-One-Out Diagnostics
dat.nielweise2008

Studies on Anti-Infective-Treated Central Venous Catheters for Prevention of Catheter-Related Bloodstream Infections
dat.bangertdrowns2004

Studies on the Effectiveness of Writing-to-Learn Interventions
radial.rma

Radial (Galbraith) Plots for rma Objects
rma.mh

Meta-Analysis via the Mantel-Haenszel Method
plot.rma.uni

Plot Method for rma Objects
rma.peto

Meta-Analysis via Peto's Method
rma.glmm

Meta-Analysis via the Generalized Linear (Mixed-Effects) Model
forest

Forest Plots
print.predict.rma

Print Method for predict.rma Objects
dat.nielweise2007

Studies on Anti-Infective-Treated Central Venous Catheters for Prevention of Catheter-Related Bloodstream Infections