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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 |
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 |
Please use the canonical form https://CRAN.R-project.org/package=metaconfoundr to link to this page.
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.