Other packages > Find by keyword >

confoundvis  

Visualization Tools for Sensitivity Analysis of Unmeasured Confounding
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("confoundvis", "0.1.0")



Attach the package and use:
library("confoundvis")
Maintained by
Subir Hait
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-30
Latest Update: 2026-03-30
Description:
Provides visualization tools for sensitivity analysis to unmeasured confounding in observational studies. Includes contour-based sensitivity plots, robustness curves, and benchmark-oriented graphics that help researchers assess how strong omitted confounding would need to be to attenuate, invalidate, or reverse estimated effects. Supports regression-based sensitivity analysis frameworks, including impact threshold approaches (Frank, 2000, <doi:10.1177/0049124100029002001>), partial R-squared methods (Cinelli and Hazlett, 2020, <doi:10.1111/rssb.12348>), and E-value style metrics (VanderWeele and Ding, 2017, <doi:10.7326/M16-2607>). Emphasizes clear, interpretable, and publication-ready graphical summaries for transparent reporting of causal sensitivity analyses across the social, behavioral, health, and educational sciences.
How to cite:
Subir Hait (2026). confoundvis: Visualization Tools for Sensitivity Analysis of Unmeasured Confounding. R package version 0.1.0, https://cran.r-project.org/web/packages/confoundvis. Accessed 21 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited confoundvis R package
View confoundvis citation profile
Other R packages that confoundvis depends, imports, suggests or enhances
Complete documentation for confoundvis
Functions, R codes and Examples using the confoundvis R package
Full confoundvis package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

preputils  
Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency  
artfima  
ARTFIMA Model Estimation
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
potential  
Implementation of the Potential Model
Provides functions to compute the potential model as defined by Stewart (1941) ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,034

Author Associations

28,333

Publication Badges

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