Package: RobustMediate
Title: Causal Mediation Analysis with Diagnostics and Sensitivity
        Analysis
Version: 0.1.1
Authors@R: 
    person("Subir", "Hait", email = "haitsubi@msu.edu",
           role = c("aut", "cre"),
           comment = c(ORCID = "0009-0004-9871-9677"))
Description: 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.
License: MIT + file LICENSE
URL: https://github.com/causalfragility-lab/RobustMediate
BugReports: https://github.com/causalfragility-lab/RobustMediate/issues
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.3
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
Config/testthat/edition: 3
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-04-09 16:50:37 UTC; Subir
Author: Subir Hait [aut, cre] (ORCID: <https://orcid.org/0009-0004-9871-9677>)
Maintainer: Subir Hait <haitsubi@msu.edu>
Repository: CRAN
Date/Publication: 2026-04-16 09:12:11 UTC
Built: R 4.4.3; ; 2026-04-17 08:22:14 UTC; unix
