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. Two bounds are provided: the SV (Smith and VanderWeele) bound and the AF (assumption-free) bound. The SV bound assumes an additional dependence structure in form of a generalized M-structure whereas the AF bound holds for general assumptions in the potential outcomes framework. See Smith and VanderWeele (2019) <doi:10.1097/EDE.0000000000001032> and Zetterstrom and Waernbaum (2022) <doi:10.1515/em-2022-0108>.

Version: 1.0.0
Depends: R (≥ 3.5.0)
Imports: arm, stats
Suggests: knitr, table1, rmarkdown, testthat (≥ 3.0.0)
Published: 2023-02-16
Author: Stina Zetterstrom ORCID iD [aut, cre], Ingeborg Waernbaum ORCID iD [aut]
Maintainer: Stina Zetterstrom <stina.zetterstrom at statistics.uu.se>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: NEWS
CRAN checks: SelectionBias results

Documentation:

Reference manual: SelectionBias.pdf
Vignettes: SelectionBias

Downloads:

Package source: SelectionBias_1.0.0.tar.gz
Windows binaries: r-devel: SelectionBias_1.0.0.zip, r-release: SelectionBias_1.0.0.zip, r-oldrel: SelectionBias_1.0.0.zip
macOS binaries: r-release (arm64): SelectionBias_1.0.0.tgz, r-oldrel (arm64): SelectionBias_1.0.0.tgz, r-release (x86_64): SelectionBias_1.0.0.tgz

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