Package: decisionpaths
Title: Construct and Audit Longitudinal Decision Paths
Version: 0.1.0
Authors@R: 
    person(
      given   = "Subir",
      family  = "Hait",
      role    = c("aut", "cre"),
      email   = "haitsubi@msu.edu",
      comment = c(ORCID = "0009-0004-9871-9677")
    )
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) <doi:10.1007/BF02310555>, estimate
        Shannon decision-path entropy following Shannon (1948)
        <doi:10.1002/j.1538-7305.1948.tb01338.x>, 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.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Depends: R (>= 4.1.0)
Imports: cli (>= 3.0.0), dplyr (>= 1.0.0), magrittr (>= 2.0.0), rlang
        (>= 0.4.0), stats, tibble (>= 3.0.0)
Suggests: ggplot2 (>= 3.3.0), knitr, patchwork, rmarkdown, testthat (>=
        3.0.0), tidyr (>= 1.1.0)
Config/testthat/edition: 3
URL: https://github.com/causalfragility-lab/decisionpaths
BugReports: https://github.com/causalfragility-lab/decisionpaths/issues
Repository: https://causalfragility-lab.r-universe.dev
Date/Publication: 2026-03-14 15:39:13 UTC
RemoteUrl: https://github.com/causalfragility-lab/decisionpaths
RemoteRef: HEAD
RemoteSha: 51c7dd46074496fe23ece2d290972004946b1f77
NeedsCompilation: no
Packaged: 2026-07-12 06:24:52 UTC; root
Author: Subir Hait [aut, cre] (ORCID: <https://orcid.org/0009-0004-9871-9677>)
Maintainer: Subir Hait <haitsubi@msu.edu>