<?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>Visualization Tools for Sensitivity Analysis of Unmeasured
Confounding</dc:title>
  <dc:title>R package confoundvis version 0.1.0</dc:title>
  <dc:description>Provides visualization tools for sensitivity analysis to
    unmeasured confounding in observational studies. Includes contour-based
    sensitivity plots, robustness curves, and benchmark-oriented graphics
    that help researchers assess how strong omitted confounding would need
    to be to attenuate, invalidate, or reverse estimated effects. Supports
    regression-based sensitivity analysis frameworks, including impact
    threshold approaches (Frank, 2000,
    &lt;doi:10.1177/0049124100029002001&gt;), partial R-squared methods
    (Cinelli and Hazlett, 2020, &lt;doi:10.1111/rssb.12348&gt;), and E-value
    style metrics (VanderWeele and Ding, 2017,
    &lt;doi:10.7326/M16-2607&gt;). Emphasizes clear, interpretable, and
    publication-ready graphical summaries for transparent reporting of
    causal sensitivity analyses across the social, behavioral, health,
    and educational sciences.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: ggplot2 (&gt;= 3.4.0), rlang, graphics, stats</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0), knitr, rmarkdown, gridExtra</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>GPL-3</dc:rights>
  <dc:date>2026-03-30</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=confoundvis</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.confoundvis</dc:identifier>
  <dc:language>en-US</dc:language>
</oai_dc:dc>
