<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Causal Mediation Analysis with Diagnostics and Sensitivity
Analysis</dc:title>
  <dc:title>R package RobustMediate version 0.1.1</dc:title>
  <dc: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
    &lt;doi:10.1177/0049124100029002001&gt;) adapted to mediation settings. Provides
    joint sensitivity analysis combining E-values (VanderWeele and Ding, 2017
    &lt;doi:10.7326/M16-2607&gt;) and violations of sequential ignorability (Imai,
    Keele, and Yamamoto, 2010 &lt;doi:10.1214/10-STS321&gt;). 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.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: cli, ggplot2 (&gt;= 3.4.0), rlang, scales, stats, broom</dc:relation>
  <dc:relation>Suggests: covr, dplyr, knitr, lme4, pkgdown, rmarkdown, splines,
testthat (&gt;= 3.0.0), tidyr</dc:relation>
  <dc:creator>Subir Hait &lt;haitsubi@msu.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Subir Hait [aut, cre] (ORCID: &lt;https://orcid.org/0009-0004-9871-9677&gt;)</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=RobustMediate/LICENSE)</dc:rights>
  <dc:date>2026-04-16</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=RobustMediate</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.RobustMediate</dc:identifier>
</oai_dc:dc>
