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SelectionBias  

Calculates Bounds for the Selection Bias for Binary Treatment and Outcome Variables
View on CRAN: Click here


Download and install SelectionBias package within the R console
Install from CRAN:
install.packages("SelectionBias")

Install from Github:
library("remotes")
install_github("cran/SelectionBias")

Install by package version:
library("remotes")
install_version("SelectionBias", "2.1.0")



Attach the package and use:
library("SelectionBias")
Maintained by
Stina Zetterstrom
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-02-16
Latest Update: 2024-03-27
Description:
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) , Zetterstrom and Waernbaum (2022) and Zetterstrom (2024) .
How to cite:
Stina Zetterstrom (2023). SelectionBias: Calculates Bounds for the Selection Bias for Binary Treatment and Outcome Variables. R package version 2.1.0, https://cran.r-project.org/web/packages/SelectionBias. Accessed 09 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:25), 1.0.0 (2023-02-16 16:20), 2.0.0 (2024-03-27 14:00)
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Complete documentation for SelectionBias
Functions, R codes and Examples using the SelectionBias R package
Full SelectionBias package functions and examples
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