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senseweight  

Sensitivity Analysis for Weighted Estimators
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("senseweight", "0.0.1")



Attach the package and use:
library("senseweight")
Maintained by
Melody Huang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-08-22
Latest Update: 2025-08-22
Description:
Provides tools to conduct interpretable sensitivity analyses for weighted estimators, introduced in Huang (2024) <doi:10.1093/jrsssa/qnae012> and Hartman and Huang (2024) <doi:10.1017/pan.2023.12>. The package allows researchers to generate the set of recommended sensitivity summaries to evaluate the sensitivity in their underlying weighting estimators to omitted moderators or confounders. The tools can be flexibly applied in causal inference settings (i.e., in external and internal validity contexts) or survey contexts.
How to cite:
Melody Huang (2025). senseweight: Sensitivity Analysis for Weighted Estimators. R package version 0.0.1, https://cran.r-project.org/web/packages/senseweight. Accessed 04 Oct. 2026.
Previous versions and publish date:
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