statConfR

0.2.1

Models of Decision Confidence and Measures of Metacognition

0packages depend

2.6Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Manuel RauschFirst published 2023-09-224 releasesCRAN page ↗GitHub ↗

Provides fitting functions and other tools for decision confidence and metacognition researchers, including meta-d'/d', often considered to be the gold standard to measure metacognitive efficiency, and information-theoretic measures of metacognition. Also allows to fit and compare several static models of decision making and confidence.

Install

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

install.packages("statConfR", 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("ManuelRausch/StatConfR")

Development version from ManuelRausch/StatConfR. 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-statconfr

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

# 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-statConfR

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

Health

CRAN checks

13OK

Slowest check: 2.6 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

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 4,237 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 71%

Downloads

2.6K

CRAN downloads in the past year

Rank #17,892 · ~7/day · ~213/mo

Releases R versions

Daily download trend is not available in this view yet.

16330 days

62690 days

2.6K1 year

Compare downloads with other packages →

Also on107 r2u22 autocran

Repository

GitHub ↗ manuelrausch/statconfr

13Stars

2Forks

1Open issues

0Open PRs

0Releases

201Commits

6Contributors

cognitive-modelinginformation-theorymetacognitionsignal-detection-theory

License GPL-3.0 · 201 commits · Last activity 2026-06-02 · 0% stars, 30d

Stars over time

2025-06-18 · 72026-07-07 · 13

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/manuelrausch/statconfr on 2026-07-26.

Continuous integration (1)

GitHub Actions

Research and citation (1)

JOSS paper

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (6)

parallelplyrstatsutilsggplot2 Rmisc

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Manuel Rausch

Author, Maintainer

Authors (3)

Manuel Rausch

Author, Maintainer

Sebastian Hellmann

Author

Sascha Meyen

Author · added in 0.2.0

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.2.1Latest
2025-09-26 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.0
2025-02-13 · diff ↗
0.1.1
2024-04-25 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.0.1
2023-09-22
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-09-22
Total releases: 4 / 3 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Bundled data: 43 KB / 1 file
Download size: 106 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →