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Visualize 'confounder' control in meta-analysis. 'metaconfoundr' is an approach to evaluating bias in studies used in meta-analyses based on the causal inference framework. Study groups create a causal diagram displaying their assumptions about the scientific question. From this, they develop a list of important 'confounders'. Then, they evaluate whether studies controlled for these variables well. 'metaconfoundr' is a toolkit to facilitate this process and visualize the results as heat maps, traffic light plots, and more.
Version: | 0.1.2 |
Depends: | R (≥ 3.5.0) |
Imports: | dplyr (≥ 1.0.0), forcats, ggplot2 (≥ 3.4.0), magrittr, purrr, rlang (≥ 0.1.2), shiny, stringr, tibble, tidyr (≥ 1.0.0), tidyselect |
Suggests: | covr, knitr, metafor, patchwork, readr, rio, rmarkdown, roxygen2, spelling, testthat (≥ 3.0.0), vdiffr |
Published: | 2023-01-17 |
DOI: | 10.32614/CRAN.package.metaconfoundr |
Author: | Malcolm Barrett [aut, cre], Julie M. Petersen [aut], Ludovic Trinquart [aut] |
Maintainer: | Malcolm Barrett <malcolmbarrett at gmail.com> |
BugReports: | https://github.com/malcolmbarrett/metaconfoundr/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/malcolmbarrett/metaconfoundr |
NeedsCompilation: | no |
Language: | en-US |
Materials: | README NEWS |
In views: | MetaAnalysis |
CRAN checks: | metaconfoundr results |
Reference manual: | metaconfoundr.pdf |
Vignettes: |
An Introduction to metaconfoundr |
Package source: | metaconfoundr_0.1.2.tar.gz |
Windows binaries: | r-devel: metaconfoundr_0.1.2.zip, r-release: metaconfoundr_0.1.2.zip, r-oldrel: metaconfoundr_0.1.2.zip |
macOS binaries: | r-release (arm64): metaconfoundr_0.1.2.tgz, r-oldrel (arm64): metaconfoundr_0.1.2.tgz, r-release (x86_64): metaconfoundr_0.1.2.tgz, r-oldrel (x86_64): metaconfoundr_0.1.2.tgz |
Old sources: | metaconfoundr 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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