<?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>Detecting, Decomposing, and Stress-Testing Temporal Change in
Repeated Decision Systems</dc:title>
  <dc:title>R package DecisionDrift version 0.2.0</dc:title>
  <dc:description>Tools for detecting, decomposing, and testing temporal change in
    repeated binary decision systems. Decomposes each change in the decision
    rate into inflow (uptake) and outflow (reversal) through the
    marginal-transition identity, separates net change from gross turnover,
    and splits aggregate change into within-group and composition components
    with a symmetric midpoint decomposition. A unit-level cluster bootstrap
    gives intervals for every component and a global test of process
    stability with family-wise-adjusted contrasts and simultaneous confidence
    bands. Also provides prevalence and transition drift summaries, entropy
    trends, group-differential drift, change-point diagnostics, robustness and
    sensitivity analyses, an integrated audit, and a simulator for stable,
    marginal, masked, abrupt, group-masked, and composition-change scenarios.
    Complements the 'decisionpaths' package. Applications include algorithmic
    audit, AI governance, education, health, and organisational research.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: cli (&gt;= 3.0.0), rlang (&gt;= 0.4.0), stats, tibble (&gt;= 3.0.0),
utils</dc:relation>
  <dc:relation>Suggests: decisionpaths, ggplot2 (&gt;= 3.3.0), knitr, patchwork,
rmarkdown, testthat (&gt;= 3.0.0)</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=DecisionDrift/LICENSE)</dc:rights>
  <dc:date>2026-10-17</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=DecisionDrift</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.DecisionDrift</dc:identifier>
  <dc:language>en-GB</dc:language>
</oai_dc:dc>
