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.
| Version: |
0.1.0 |
| Imports: |
parallel, magrittr, dplyr, WeightIt, estimatr, ggplot2, scales |
| Suggests: |
jointVIP, knitr, rmarkdown, pkgdown, cobalt, osqp |
| Published: |
2026-06-30 |
| DOI: |
10.32614/CRAN.package.vbm (may not be active yet) |
| Author: |
Jiayao Gan [aut, cre],
Melody Huang [aut],
Samuel D. Pimentel [aut],
Andy A. Shen [aut],
National Science Foundation [fnd] (Grant #2142146) |
| Maintainer: |
Jiayao Gan <u3612852 at connect.hku.hk> |
| BugReports: |
https://github.com/Staniks0/vbm/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/Staniks0/vbm |
| NeedsCompilation: |
no |
| CRAN checks: |
vbm results |