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meta (version 4.18-1)

General Package for Meta-Analysis

Description

User-friendly general package providing standard methods for meta-analysis and supporting Schwarzer, Carpenter, and Rcker , "Meta-Analysis with R" (2015): - fixed effect and random effects meta-analysis; - several plots (forest, funnel, Galbraith / radial, L'Abbe, Baujat, bubble); - statistical tests and trim-and-fill method to evaluate bias in meta-analysis; - import data from 'RevMan 5'; - prediction interval, Hartung-Knapp method for random effects model; - cumulative meta-analysis and leave-one-out meta-analysis; - meta-regression; - generalised linear mixed models; - produce forest plot summarising several (subgroup) meta-analyses.

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Install

install.packages('meta')

Monthly Downloads

23,753

Version

4.18-1

License

GPL (>= 2)

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Maintainer

Guido Schwarzer

Last Published

May 12th, 2021

Functions in meta (4.18-1)

Fleiss1993cont

Mental Health Treatment
ci

Calculation of confidence intervals (based on normal approximation or t-distribution)
as.data.frame.meta

Additional functions for objects of class meta
JAMAlabels

Create study labels in JAMA layout (for forest plot)
Pagliaro1992

Meta-analysis on Prevention of First Bleeding in Cirrhosis
bubble.metareg

Bubble plot to display the result of a meta-regression
amlodipine

Amlodipine for Work Capacity
Olkin1995

Thrombolytic Therapy after Acute Myocardial Infarction
baujat.meta

Baujat plot to explore heterogeneity in meta-analysis
Fleiss1993bin

Aspirin after Myocardial Infarction
labbe.metabin

L'Abb<U+00E9> plot for meta-analysis with binary outcomes
forest.metabind

Forest plot to display the result of a meta-analysis
forest.meta

Forest plot to display the result of a meta-analysis
metabias.meta

Test for funnel plot asymmetry
metabias.rm5

Cochrane review: Test for funnel plot asymmetry
meta-package

meta: Brief overview of methods and general hints
gs

Get default for a meta-analysis setting.
cisapride

Cisapride in Non-Ulcer Dispepsia
drapery

Drapery plot
funnel.meta

Funnel plot