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
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
NeedsCompilation: no
Packaged: 2026-03-09 00:44:29 UTC; Subir
Author: Subir Hait [aut, cre] (ORCID: <https://orcid.org/0009-0004-9871-9677>)
Maintainer: Subir Hait <haitsubi@msu.edu>
Repository: CRAN
Date/Publication: 2026-03-12 19:30:02 UTC
Built: R 4.6.0; ; 2026-04-29 01:40:08 UTC; unix
