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decisionpaths  

Construct and Audit Longitudinal Decision Paths
View on CRAN: Click here


Download and install decisionpaths package within the R console
Install from CRAN:
install.packages("decisionpaths")

Install from Github:
library("remotes")
install_github("cran/decisionpaths")

Install by package version:
library("remotes")
install_version("decisionpaths", "0.1.0")



Attach the package and use:
library("decisionpaths")
Maintained by
Subir Hait
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-12
Latest Update: 2026-03-12
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.
How to cite:
Subir Hait (2026). decisionpaths: Construct and Audit Longitudinal Decision Paths. R package version 0.1.0, https://cran.r-project.org/web/packages/decisionpaths. Accessed 16 Jul. 2026.
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Functions, R codes and Examples using the decisionpaths R package
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