RobustMediate: Causal Mediation Analysis with Diagnostics and Sensitivity
Analysis
Provides tools for causal mediation analysis with continuous
treatments using inverse probability weighting (IPW). Estimates natural
direct and indirect effects over a user-defined treatment grid and supports
flexible dose-response mediation analysis. Includes diagnostic procedures
for assessing covariate balance in both treatment and mediator models using
standardized mean differences. Implements pathway-specific extensions of
the impact threshold for a confounding variable (ITCV; Frank, 2000
<doi:10.1177/0049124100029002001>) adapted to mediation settings. Provides
joint sensitivity analysis combining E-values (VanderWeele and Ding, 2017
<doi:10.7326/M16-2607>) and violations of sequential ignorability (Imai,
Keele, and Yamamoto, 2010 <doi:10.1214/10-STS321>). Additional utilities
include visualization of dose-response mediation functions, robustness
profiles, fragility summaries, and formatted outputs for applied research.
Supports clustered data structures and multiple outcome families.
| Version: |
0.1.1 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
cli, ggplot2 (≥ 3.4.0), rlang, scales, stats, broom |
| Suggests: |
covr, dplyr, knitr, lme4, pkgdown, rmarkdown, splines, testthat (≥ 3.0.0), tidyr |
| Published: |
2026-04-16 |
| DOI: |
10.32614/CRAN.package.RobustMediate |
| Author: |
Subir Hait  [aut,
cre] |
| Maintainer: |
Subir Hait <haitsubi at msu.edu> |
| BugReports: |
https://github.com/causalfragility-lab/RobustMediate/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/causalfragility-lab/RobustMediate |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
RobustMediate results |
Documentation:
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