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 
[aut, cre],
Ingeborg Waernbaum
[aut] |
| Maintainer: |
Stina Zetterstrom <stina.zetterstrom at statistics.uu.se> |
| License: |
MIT + file LICENSE |
| NeedsCompilation: |
no |
| Materials: |
NEWS |
| CRAN checks: |
SelectionBias results |
Documentation:
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