<?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>Construct and Audit Longitudinal Decision Paths</dc:title>
  <dc:title>R package decisionpaths version 0.1.0</dc:title>
  <dc:description>Tools for constructing and auditing longitudinal decision paths
    from panel data. Implements a decision infrastructure framework for
    representing institutional AI systems as generators of time-ordered binary
    decision sequences. Provides functions to build path objects from panel
    data, summarise per-unit descriptors (dosage, switching rate, onset,
    duration, longest run), compute the Decision Reliability Index (DRI)
    following Cronbach (1951) &lt;doi:10.1007/BF02310555&gt;, estimate Shannon
    decision-path entropy following Shannon (1948)
    &lt;doi:10.1002/j.1538-7305.1948.tb01338.x&gt;, classify systems by
    infrastructure type (static, periodic, continuous, human-in-the-loop),
    and evaluate subgroup disparities in decision exposure and stability.
    Applications include education, policy, 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), dplyr (&gt;= 1.0.0), magrittr (&gt;= 2.0.0), rlang
(&gt;= 0.4.0), stats, tibble (&gt;= 3.0.0)</dc:relation>
  <dc:relation>Suggests: ggplot2 (&gt;= 3.3.0), knitr, patchwork, rmarkdown, testthat (&gt;=
3.0.0), tidyr (&gt;= 1.1.0)</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=decisionpaths/LICENSE)</dc:rights>
  <dc:date>2026-03-12</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=decisionpaths</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.decisionpaths</dc:identifier>
</oai_dc:dc>
