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. 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.

github.com/stizet/SelectionBias
Bug report File report

Key Metrics

Version 2.0.0
R ≥ 3.5.0
Published 2024-03-27 2 days ago
Needs compilation? no
License MIT
License File
CRAN checks SelectionBias results

Downloads

Yesterday 27 0%
Last 7 days 56 +10%
Last 30 days 184 +5%
Last 90 days 658 +29%
Last 365 days 2.161 +658%

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

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SelectionBias archive

Depends

R ≥ 3.5.0

Imports

arm
lifecycle
stats

Suggests

knitr
table1
rmarkdown
testthat ≥ 3.0.0