senseweight-package: senseweight: Sensitivity Analysis for Weighted Estimators

In senseweight: Sensitivity Analysis for Weighted Estimators

senseweight: Sensitivity Analysis for Weighted Estimators

Description

Provides tools to conduct rigorous sensitivity analyses for weighted estimators, introduced in Huang (2024) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1093/jrsssa/qnae012")} and Hartman and Huang (2024) \Sexpr[results=rd]{tools:::Rd_expr_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.

Author(s)

Maintainer: Melody Huang [e-mail]

See Also

Useful links:

• https://melodyyhuang.github.io/senseweight/

senseweight documentation built on Aug. 23, 2025, 1:11 a.m.