<?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 Inference Test</dc:title>
  <dc:title>R package cit version 2.3.2</dc:title>
  <dc:subject>CRAN Task View: CausalInference (https://CRAN.R-project.org/view=CausalInference)</dc:subject>
  <dc:description>A likelihood-based hypothesis testing approach is implemented for
  assessing causal mediation. Described in Millstein, Chen, and Breton (2016),
  &lt;DOI:10.1093/bioinformatics/btw135&gt;, it could be used to test for mediation
  of a known causal association between a DNA variant, the 'instrumental variable',
  and a clinical outcome or phenotype by gene expression or DNA methylation, the
  potential mediator. Another example would be testing mediation of the effect
  of a drug on a clinical outcome by the molecular target. The hypothesis test
  generates a p-value or permutation-based FDR value with confidence intervals
  to quantify uncertainty in the causal inference. The outcome can be represented
  by either a continuous or binary variable, the potential mediator is continuous,
  and the instrumental variable can be continuous or binary and is not limited to
  a single variable but may be a design matrix representing multiple variables.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.3.0)</dc:relation>
  <dc:relation>Suggests: tinytest</dc:relation>
  <dc:creator>Joshua Millstein &lt;joshua.millstein@usc.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Joshua Millstein [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0001-7961-8943&gt;)</dc:contributor>
  <dc:rights>Artistic-2.0</dc:rights>
  <dc:date>2024-06-28</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=cit</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.cit</dc:identifier>
</oai_dc:dc>
