Other packages > Find by keyword >

vbm  

Variance-Based Sensitivity Analysis for Weighting Estimators
View on CRAN: Click here


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

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

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



Attach the package and use:
library("vbm")
Maintained by
Jiayao Gan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-30
Latest Update: 2026-06-30
Description:
Provides methods for variance-based sensitivity analysis and weighting estimators in observational studies based on methodology by Huang & Pimentel (2025) <doi:10.1093/biomet/asae040>. Includes bootstrap inference, bias bounds estimation, and visualization tools for sensitivity parameters.
How to cite:
Jiayao Gan (2026). vbm: Variance-Based Sensitivity Analysis for Weighting Estimators. R package version 0.1.0, https://cran.r-project.org/web/packages/vbm. Accessed 07 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited vbm R package
View vbm citation profile
Other R packages that vbm depends, imports, suggests or enhances
Complete documentation for vbm
Functions, R codes and Examples using the vbm R package
Full vbm package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

plaqr  
Partially Linear Additive Quantile Regression
Estimation, prediction, thresholding, transformation, and plotting for partially linear additive qua ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
blandr  
Bland-Altman Method Comparison
Carries out Bland Altman analyses (also known as a Tukey mean-difference plot) as described by JM B ...
Download / Learn more Package Citations See dependency  
splm  
Econometric Models for Spatial Panel Data
ML and GM estimation and diagnostic testing of econometric models for spatial panel data. ...
Download / Learn more Package Citations See dependency  
ggTimeSeries  
Time Series Visualisations Using the Grammar of Graphics
Provides additional display mediums for time series visualisations. ...
Download / Learn more Package Citations See dependency  
skewlmm  
Scale Mixture of Skew-Normal Linear Mixed Models
It fits scale mixture of skew-normal linear mixed models using an expectation–maximization (EM) ty ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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