aihuman

1.0.1

Experimental Evaluation of Algorithm-Assisted Human Decision-Making

0packages depend

7.4Kdownloads / year

–test coverage

12/13checks pass

Overview

About

Maintained by Sooahn ShinFirst published 2023-03-023 releasesCRAN page ↗GitHub ↗

Provides statistical methods for analyzing experimental evaluation of the causal impacts of algorithmic recommendations on human decisions developed by Imai, Jiang, Greiner, Halen, and Shin (2023) doi:10.1093/jrsssa/qnad010 and Ben-Michael, Greiner, Huang, Imai, Jiang, and Shin (2024) doi:10.48550/arXiv.2403.12108. The data used for this paper, and made available here, are interim, based on only half of the observations in the study and (for those observations) only half of the study follow-up period. We use them only to illustrate methods, not to draw substantive conclusions.

Install

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

install.packages("aihuman", 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("sooahnshin/aihuman")

Development version from sooahnshin/aihuman. 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-aihuman

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-aihuman

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-aihuman

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

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 11.1 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 813 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 59%
Documented parameters: 99%
Return-value docs: 100%
References docs: 10%

Downloads

7.4K

CRAN downloads in the past year

Rank #5,610 · ~20/day · ~614/mo

Releases R versions

Daily download trend is not available in this view yet.

35030 days

1.6K90 days

7.4K1 year

Compare downloads with other packages →

Also on402 r2u2 autocran

Repository

GitHub ↗ sooahnshin/aihuman

2Stars

2Forks

0Open issues

0Open PRs

0Releases

46Commits

1Contributors

46 commits · Last activity 2025-05-07

Stars over time

2024-10-07 · 22026-07-07 · 2

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/sooahnshin/aihuman on 2026-07-31.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

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

Dependencies

Declared dependencies

21 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (19)

Rcpp codastatsmagrittr purrr abind foreachparalleldoParallel ggplot2 dplyr tidyr metRMASSGLMMadaptive gbm tidyselect stringr forcats

LinkingTo (3)

Rcpp RcppArmadillo RcppEigen

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Sooahn Shin

Author, Maintainer

Authors (3)

Sooahn Shin

Author, Maintainer

Kosuke Imai

Author

Zhichao Jiang

Author

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.1Latest
2025-05-07 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.0
2025-01-09 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.1.0
2023-03-02
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-03-02
Total releases: 3 / 3 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.1.0
Bundled data: 34 KB / 8 files
Download size: 1.2 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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