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Meta-analyses can be compromised by studies' internal biases (e.g., confounding in nonrandomized studies) as well as by publication bias. This package conducts sensitivity analyses for the joint effects of these biases (per Mathur (2022) <doi:10.31219/osf.io/u7vcb>). These sensitivity analyses address two questions: (1) For a given severity of internal bias across studies and of publication bias, how much could the results change?; and (2) For a given severity of publication bias, how severe would internal bias have to be, hypothetically, to attenuate the results to the null or by a given amount?
Version: | 0.2.2 |
Depends: | R (≥ 4.1.0) |
Imports: | dplyr, EValue, metabias, metafor, purrr, Rdpack, rlang, robumeta |
Suggests: | glue, knitr, phacking, PublicationBias (≥ 2.3.0), rmarkdown, testthat (≥ 3.0.0) |
Published: | 2023-08-23 |
DOI: | 10.32614/CRAN.package.multibiasmeta |
Author: | Maya Mathur [aut],
Mika Braginsky [aut],
Peter Solymos |
Maintainer: | Peter Solymos <peter at analythium.io> |
BugReports: | https://github.com/mathurlabstanford/multibiasmeta/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/mathurlabstanford/multibiasmeta, https://mathurlabstanford.github.io/multibiasmeta/ |
NeedsCompilation: | no |
Materials: | README NEWS |
In views: | MetaAnalysis |
CRAN checks: | multibiasmeta results |
Reference manual: | multibiasmeta.pdf |
Vignettes: |
tutorial |
Package source: | multibiasmeta_0.2.2.tar.gz |
Windows binaries: | r-devel: multibiasmeta_0.2.2.zip, r-release: multibiasmeta_0.2.2.zip, r-oldrel: multibiasmeta_0.2.2.zip |
macOS binaries: | r-release (arm64): multibiasmeta_0.2.2.tgz, r-oldrel (arm64): multibiasmeta_0.2.2.tgz, r-release (x86_64): multibiasmeta_0.2.2.tgz, r-oldrel (x86_64): multibiasmeta_0.2.2.tgz |
Old sources: | multibiasmeta archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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