CRAN/E | SelectionBias

SelectionBias

Calculates Bounds for the Selection Bias for Binary Treatment and Outcome Variables

Installation

About

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.

Key Metrics

Version 1.0.0
R ≥ 3.5.0
Published 2023-02-16 287 days ago
Needs compilation? no
License MIT
License File
CRAN checks SelectionBias results

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Maintainer

Maintainer

Stina Zetterstrom

stina.zetterstrom@statistics.uu.se

Authors

Stina Zetterstrom

aut / cre

Ingeborg Waernbaum

aut

Material

NEWS
Reference manual
Package source

Vignettes

SelectionBias

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.5.0

Imports

arm
stats

Suggests

knitr
table1
rmarkdown
testthat ≥ 3.0.0