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.
- Version2.0.0
- R versionunknown
- LicenseMIT
- LicenseLICENSE
- Needs compilation?No
- Last release03/27/2024
Documentation
Team
Stina Zetterstrom
Ingeborg Waernbaum
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