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metawho

:package: An R package implementing deft approach for meta analysis

https://github.com/shixiangwang/metawho

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 1 committers (100.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.8%) to scientific vocabulary

Keywords

deft-approach meta-analysis r-package subgroup-analysis
Last synced: 6 months ago · JSON representation

Repository

:package: An R package implementing deft approach for meta analysis

Basic Info
Statistics
  • Stars: 7
  • Watchers: 0
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Topics
deft-approach meta-analysis r-package subgroup-analysis
Created over 7 years ago · Last pushed about 6 years ago

https://github.com/ShixiangWang/metawho/blob/master/ 



# metawho

[![CRAN
status](https://www.r-pkg.org/badges/version/metawho)](https://cran.r-project.org/package=metawho)
[![](http://cranlogs.r-pkg.org/badges/grand-total/metawho?color=blue)](https://cran.r-project.org/package=metawho)
[![Lifecycle:
experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://www.tidyverse.org/lifecycle/#experimental)
[![AppVeyor build
status](https://ci.appveyor.com/api/projects/status/github/ShixiangWang/metawho?branch=master&svg=true)](https://ci.appveyor.com/project/ShixiangWang/metawho)
[![Travis build
status](https://travis-ci.org/ShixiangWang/metawho.svg?branch=master)](https://travis-ci.org/ShixiangWang/metawho)
[![Coverage
status](https://codecov.io/gh/ShixiangWang/metawho/branch/master/graph/badge.svg)](https://codecov.io/github/ShixiangWang/metawho?branch=master)

The goal of **metawho** is to provide simple R implementation of
Meta-analytical method to Identify Who Benefits Most from Treatments
(called deft approach, see [reference \#2](#references)).

**metawho** is powered by R package **metafor** and does not support
dataset contains individuals for now. Please use stata package
**ipdmetan** if you are more familar with stata code.

## Installation

You can install the development version of **metawho** from GitHub with:

``` r
remotes::install_github("ShixiangWang/metawho")
```

Or install stable release from CRAN.

## References

If you use this package in academic field, please cite the following
papers:

  - Wang, Shixiang, et al. The predictive power of tumor mutational
    burden in lung cancer immunotherapy response is influenced by
    patients sex. International journal of cancer (2019).
  - Fisher, David J., et al. Meta-analytical methods to identify who
    benefits most from treatments: daft, deluded, or deft approach?.
    bmj 356 (2017): j573.

Owner

  • Name: Shixiang Wang (王诗翔)
  • Login: ShixiangWang
  • Kind: user
  • Location: Guangzhou, China
  • Company: SYSUCC

纯素之道，惟神是守。守而勿失，与神为一

GitHub Events

Total
Last Year

Committers

Last synced: 10 months ago

All Time
  • Total Commits: 22
  • Total Committers: 1
  • Avg Commits per committer: 22.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
ShixiangWang w****x@s****n 22
Committer Domains (Top 20 + Academic)
shanghaitech.edu.cn: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 8
  • Total pull requests: 0
  • Average time to close issues: 4 months
  • Average time to close pull requests: N/A
  • Total issue authors: 2
  • Total pull request authors: 0
  • Average comments per issue: 0.38
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 5
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • weekly-digest[bot] (5)
  • ShixiangWang (3)
Pull Request Authors
Top Labels
Issue Labels
weekly-digest (4) enhancement (2)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 205 last-month
  • Total docker downloads: 41,971
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 2
  • Total maintainers: 1
cran.r-project.org: metawho

Meta-Analytical Implementation to Identify Who Benefits Most from Treatments

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 205 Last month
  • Docker Downloads: 41,971
Rankings
Stargazers count: 21.1%
Forks count: 21.9%
Dependent packages count: 29.8%
Average: 33.9%
Dependent repos count: 35.5%
Downloads: 61.3%
Maintainers (1)
w_shixiang@163.com
Last synced: 7 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.5 depends
  • metafor * depends
  • dplyr * imports
  • forestmodel * imports
  • magrittr * imports
  • purrr * imports
  • rlang >= 0.1.2 imports
  • stats * imports
  • covr * suggests
  • knitr * suggests
  • rmarkdown * suggests
  • roxygen2 * suggests
  • testthat * suggests