https://github.com/guido-s/meta

Official Git repository of R package meta
https://github.com/guido-s/meta

cran meta-analysis r rstudio

Last synced: 4 days ago
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Official Git repository of R package meta

• Host: GitHub
• URL: https://github.com/guido-s/meta
• Owner: guido-s
• License: gpl-2.0
• Created: 2015-02-10T16:20:03.000Z (about 10 years ago)
• Default Branch: develop
• Last Pushed: 2024-04-02T14:33:48.000Z (11 months ago)
• Last Synced: 2024-04-02T18:37:24.646Z (11 months ago)
• Topics: cran, meta-analysis, r, rstudio
• Language: R
• Homepage: http://cran.r-project.org/web/packages/meta/index.html
• Size: 7.95 MB
• Stars: 73
• Watchers: 9
• Forks: 30
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: COPYING

Awesome Lists containing this project

README

        
# meta: General Package for Meta-Analysis

Official Git repository of R package **meta**

[![License: GPL (>=2)](https://img.shields.io/badge/license-GPL-blue)](https://www.gnu.org/licenses/old-licenses/gpl-2.0.en.html)

[![CRAN Version](https://www.r-pkg.org/badges/version/meta)](https://cran.r-project.org/package=meta)

[![GitHub develop](https://img.shields.io/badge/develop-8.1--0-purple)](https://img.shields.io/badge/develop-8.1--0-purple)

[![Monthly Downloads](https://cranlogs.r-pkg.org/badges/meta)](https://cranlogs.r-pkg.org/badges/meta)

[![Total Downloads](https://cranlogs.r-pkg.org/badges/grand-total/meta)](https://cranlogs.r-pkg.org/badges/grand-total/meta)

## Description

User-friendly general package providing standard methods for meta-analysis and supporting Schwarzer, Carpenter, and Rücker, "Meta-Analysis with R" (2015):

 - common 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 Web' and '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;

 - logistic regression with penalised likelihood for rare events;

 - produce forest plot summarising several (subgroup) meta-analyses.

 

### References

[Schwarzer G, Carpenter JR and Rücker G (2015): *Meta-Analysis with R (Use-R!)*. Springer International Publishing, Switzerland](https://link.springer.com/book/10.1007/978-3-319-21416-0)

## Installation

### Current official [![CRAN Version](https://www.r-pkg.org/badges/version/meta)](https://cran.r-project.org/package=meta) release:

```r

install.packages("meta")

```

### Current [![GitHub develop](https://img.shields.io/badge/develop-8.1--0-purple)](https://img.shields.io/badge/develop-8.1--0-purple) release on GitHub:

Installation using R package

[**remotes**](https://cran.r-project.org/package=remotes):

```r

install.packages("remotes")

remotes::install_github("guido-s/meta", ref = "develop", build_vignettes = TRUE)

```

### Bug Reports:

You can report bugs on GitHub under

[Issues](https://github.com/guido-s/meta/issues)

or by using the R command

```r

bug.report(package = "meta")

```

(which is not supported in RStudio).