The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

SelectionBias: Calculates Bounds for the Selection Bias for Binary Treatment and Outcome Variables

Computes bounds and sensitivity parameters as part of sensitivity analysis for selection bias. Different bounds are provided: the SV (Smith and VanderWeele), AF (assumption-free) bound, GAF (generalized AF), and CAF (counterfactual AF) bounds. The calculation of the sensitivity parameters for the SV and GAF bounds assume an additional dependence structure in form of a generalized M-structure. The bounds can be calculated for any structure as long as the necessary assumptions hold. See Smith and VanderWeele (2019) <doi:10.1097/EDE.0000000000001032>, Zetterstrom and Waernbaum (2022) <doi:10.1515/em-2022-0108> and Zetterstrom (2024) <doi:10.1515/em-2023-0033>.

Version: 2.0.0
Depends: R (≥ 3.5.0)
Imports: arm, lifecycle, stats
Suggests: knitr, table1, rmarkdown, testthat (≥ 3.0.0)
Published: 2024-03-27
DOI: 10.32614/CRAN.package.SelectionBias
Author: Stina Zetterstrom ORCID iD [aut, cre], Ingeborg Waernbaum ORCID iD [aut]
Maintainer: Stina Zetterstrom <stina.zetterstrom at statistics.uu.se>
BugReports: https://github.com/stizet/SelectionBias/issues
License: MIT + file LICENSE
URL: https://github.com/stizet/SelectionBias
NeedsCompilation: no
Materials: NEWS
CRAN checks: SelectionBias results

Documentation:

Reference manual: SelectionBias.pdf
Vignettes: SelectionBias

Downloads:

Package source: SelectionBias_2.0.0.tar.gz
Windows binaries: r-devel: SelectionBias_2.0.0.zip, r-release: SelectionBias_2.0.0.zip, r-oldrel: SelectionBias_2.0.0.zip
macOS binaries: r-release (arm64): SelectionBias_2.0.0.tgz, r-oldrel (arm64): SelectionBias_2.0.0.tgz, r-release (x86_64): SelectionBias_2.0.0.tgz, r-oldrel (x86_64): SelectionBias_2.0.0.tgz
Old sources: SelectionBias archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=SelectionBias 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.
Health stats visible at Monitor.