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metarmst

an R package for meta-analysis of RMSTD including a multivariate approach

https://github.com/iweir/metarmst

Science Score: 10.0%

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    1 of 1 committers (100.0%) from academic institutions
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    Low similarity (6.8%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

an R package for meta-analysis of RMSTD including a multivariate approach

Basic Info
  • Host: GitHub
  • Owner: iweir
  • Language: R
  • Default Branch: master
  • Homepage:
  • Size: 407 KB
Statistics
  • Stars: 0
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 7 years ago · Last pushed almost 7 years ago
Metadata Files
Readme

README.md

metaRMST

An R package for meta-analysis of RMSTD (available on CRAN at: https://CRAN.R-project.org/package=metaRMST)

Reference: Weir, IR., Tian, L., and Trinquart, L. (2019). Multivariate meta-analysis model for the difference in restricted mean survival times. Biostatistics.

R Installation Instructions

```

from CRAN:

install.packages("metaRMST") library(metaRMST)

or you may install directly from github:

install.packages("devtools") library(devtools) devtools::install_github("iweir/metaRMST") library(metaRMST) ```

Example

```

load library

library(metaRMST)

read in built-in dataset

data(AorticStenosisTrials)

demonstration of meta-analysis to obtain combined effect by multivariate meta-analysis model (method="mvma")

mvmares <- metaRMSTD(AorticStenosisTrials, timehorizons=c(12,24,36), MAmethod="mvma") mvmares$REresult

generate figure:

obj <- RMSTcurves(AorticStenosisTrials, time_horizons=c(12,24,36), tmax=40, nboot=50) RMSTplot(obj, xlim=c(0,40), ylim=c(-0.25,2.75), yby=0.5, ylab="RMSTD (mos)", xlab="Time (mos)") ```

Owner

  • Name: Isabelle Weir
  • Login: iweir
  • Kind: user
  • Location: Boston, MA
  • Company: Harvard T.H. Chan School of Public Health

Research Associate - Center for Biostatistics in AIDS Research

GitHub Events

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Last Year

Committers

Last synced: over 3 years ago

All Time
  • Total Commits: 51
  • Total Committers: 1
  • Avg Commits per committer: 51.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Isabelle Weir i****r@b****u 51
Committer Domains (Top 20 + Academic)
bu.edu: 1

Issues and Pull Requests

Last synced: over 2 years ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total 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
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
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Packages

  • Total packages: 1
  • Total downloads:
    • cran 107 last-month
  • Total docker downloads: 42,005
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 1
  • Total maintainers: 1
cran.r-project.org: metaRMST

Meta-Analysis of RMSTD

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 107 Last month
  • Docker Downloads: 42,005
Rankings
Forks count: 28.8%
Dependent packages count: 29.8%
Stargazers count: 35.2%
Dependent repos count: 35.5%
Average: 40.3%
Downloads: 72.2%
Maintainers (1)
iweir@bu.edu
Last synced: over 2 years ago

Dependencies

DESCRIPTION cran
  • R >= 3.4.0 depends
  • rstpm2 * depends
  • graphics * imports
  • meta * imports
  • mvmeta * imports
  • survRM2 * imports
  • survival * imports