Other packages > Find by keyword >

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", "2.0.0")



Attach the package and use:
library("SelectionBias")
Maintained by
Stina Zetterstrom
[Scholar Profile | Author Map]
First Published: 2023-02-16
Latest Update: 2023-02-16
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 2.0.0, https://cran.r-project.org/web/packages/SelectionBias. Accessed 07 Apr. 2025.
Previous versions and publish date:
1.0.0 (2023-02-16 16:20)
Other packages that cited SelectionBias R package
View SelectionBias citation profile
Other R packages that SelectionBias depends, imports, suggests or enhances
Complete documentation for SelectionBias
Functions, R codes and Examples using the SelectionBias R package
Full SelectionBias package functions and examples
Downloads during the last 30 days
03/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/05Downloads for SelectionBias0246810121416TrendBars

Today's Hot Picks in Authors and Packages

nutriNetwork  
Structure Learning with Copula Graphical Model
Statistical tool for learning the structure of direct associations among variables for continuous d ...
Download / Learn more Package Citations See dependency  
probout  
Unsupervised Multivariate Outlier Probabilities for Large Datasets
Estimates unsupervised outlier probabilities for multivariate numeric data with many observations fr ...
Download / Learn more Package Citations See dependency  
letsR  
Data Handling and Analysis in Macroecology
Handling, processing, and analyzing geographic data on species' distributions and environmental var ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
MetaAnalyser  
An Interactive Visualisation of Meta-Analysis as a Physical Weighing Machine
An interactive application to visualise meta-analysis data as a physical weighing machine. The inte ...
Download / Learn more Package Citations See dependency  
ASMap  
Linkage Map Construction using the MSTmap Algorithm
Functions for Accurate and Speedy linkage map construction, manipulation and diagnosis of Doubled Ha ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA