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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), sharp bounds, AF (assumption-free) bound, GAF (generalized AF), and CAF (counterfactual AF) bounds. The calculation of the sensitivity parameters for the SV, sharp, 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, Sjölander, and Waernabum (2025) <doi:10.1177/09622802251374168>, Zetterstrom and Waernbaum (2022) <doi:10.1515/em-2022-0108>, and Zetterstrom (2024) <doi:10.1515/em-2023-0033>.
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Package details |
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| Author | Stina Zetterstrom [aut, cre] (ORCID: <https://orcid.org/0000-0003-0730-9425>), Ingeborg Waernbaum [aut] (ORCID: <https://orcid.org/0000-0002-4457-5311>) |
| Maintainer | Stina Zetterstrom <stina.zetterstrom@gmail.com> |
| License | MIT + file LICENSE |
| Version | 2.1.0 |
| URL | https://github.com/StinaZet/SelectionBias |
| Package repository | View on CRAN |
| Installation |
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