decisionpaths

0.1.0

Construct and Audit Longitudinal Decision Paths

1packages depend

2.2Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Subir HaitFirst published 2026-03-131 releasesCRAN page ↗GitHub ↗

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.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("decisionpaths", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("causalfragility-lab/decisionpaths")

Development version from causalfragility-lab/decisionpaths. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-decisionpaths

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-decisionpaths

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-decisionpaths

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 1.1 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.44

0.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-03-14
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 116 wordsVignettesNopkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 23%

Downloads

2.2K

CRAN downloads in the past year

Rank #8,564 · ~6/day · ~185/mo

Releases R versions

Daily download trend is not available in this view yet.

25630 days

1.2K90 days

2.2K1 year

Compare downloads with other packages →

Also on32 r2u10 autocran

Repository

GitHub ↗ causalfragility-lab/decisionpaths

1Stars

0Forks

0Open issues

0Open PRs

2Releases

25Commits

1Contributors

25 commits · Last activity 2026-03-14 · 0% stars, 30d

Stars over time

2026-03-13 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/causalfragility-lab/decisionpaths on 2026-07-30.

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (6)

cli dplyr magrittr rlangstatstibble

LinkingTo (0)

none

Suggests (6)

ggplot2 knitr patchwork rmarkdown testthat (>= 3.0.0)tidyr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

DecisionDrift

Code & Tests

People & History

People (1)

Maintainer (1)

Subir Hait

Author, Maintainer

Authors (1)

Subir Hait

Author, Maintainer

Package Timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.1.0Latest
2026-03-13 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-13
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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