R Observatory: Metrics for ElicitationWizard version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ElicitationWizard

0.1.0

LLM-Based Bayesian Prior Elicitation Wizard

0packages depend

768downloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Jeffery A. KportufeFirst published 2026-05-291 releasesCRAN page ↗GitHub ↗

'Shiny' application for eliciting Bayesian prior distributions using large language models (LLMs). Supports multiple LLM experts, linear opinion pooling, and the Delphi method for iterative consensus. For more details see J. R. Falconer et al. (2022) doi:10.1287/deca.2022.0451 and D. Selby et al. (2025) doi:10.1002/sta4.70054.

Install

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

install.packages("ElicitationWizard", 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("JefferyAyiti/Automated_Elicitation")

Development version from JefferyAyiti/Automated_Elicitation. 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-elicitationwizard

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-ElicitationWizard

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-ElicitationWizard

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

Health

CRAN checks

13OK

Slowest check: 1.6 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 6.29

0.0%

Coverage · measured lines

100%

Documentation · exports

7

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-05-30
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: 100%
References docs: 0%

Downloads

768

CRAN downloads in the past year

Rank #13,362 · ~2/day · ~64/mo

Releases R versions

Daily download trend is not available in this view yet.

14430 days

76890 days

7681 year

Compare downloads with other packages →

Also on14 r2u9 autocran

Repository

GitHub ↗ jefferyayiti/automated_elicitation

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2026-04-21

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/jefferyayiti/automated_elicitation on 2026-08-09.

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 (0)

none

Imports (7)

shiny bslib ellmer future promises shinyjs commonmark

LinkingTo (0)

none

Suggests (4)

testthat knitr rmarkdown pak

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Jeffery A. Kportufe

Author, Maintainer

Authors (1)

Jeffery A. Kportufe

Author, Maintainer

Package Timeline

1 release. R releases are shown for context.

0.1.0Latest
2026-05-29 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-05-29
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ElicitationWizard")

Format

Jeffery A. Kportufe. (2026). ElicitationWizard: LLM-Based Bayesian Prior Elicitation Wizard (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.ElicitationWizard

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for ElicitationWizard version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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