R Observatory: Metrics for multifear version 0.1.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

multifear

0.1.5Package record

Multiverse Analyses for Conditioning Data

0packages depend

3.1Kdownloads / year

58.8%test coverage

13/13flavors OK

Overview

About

Maintained by Angelos-Miltiadis KrypotosCRAN page ↗GitHub ↗Issues ↗

A suite of functions for performing analyses, based on a multiverse approach, for conditioning data. Specifically, given the appropriate data, the functions are able to perform t-tests, analyses of variance, and mixed models for the provided data and return summary statistics and plots. The function is also able to return for all those tests p-values, confidence intervals, and Bayes factors. The methods are described in Lonsdorf, Gerlicher, Klingelhofer-Jens, & Krypotos (2022) doi:10.1016/j.brat.2022.104072. Since November 2025, this package contains code from the 'ez' R package (Copyright (c) 2016-11-01, Michael A. Lawrence <mike.lwrnc@gmail.com>), originally distributed under the 'GPL' (equal and above 2) license.

Changes in 0.1.5

Removed dependency to the ez package which is planned from archival archived from CRAN.

From NEWS.md in the release

Install

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

install.packages("multifear", 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("AngelosPsy/multifear")

Development version from AngelosPsy/multifear. 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-multifear

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-multifear

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-multifear

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 3.7 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.5

READMEYes · 1,376 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 0.1.5Citation fileYes · cites a publication

Help pages: 15
Examples that run: 100%7 run in a plain check
Exported functions with examples: 50%
Documented parameters: 100%
Return-value docs: 93%
Help pages citing references: 0%

Vignettes (1)

Explaining how the multifear package works HTML

How these are measured

Downloads

3.1K

CRAN downloads in the past year

Rank #14,287 · ~8/day · ~257/mo

Releases R versions

Daily download trend is not available in this view yet.

32630 days

80790 days

3.1K1 year

Compare downloads with other packages →

Also on80 r2u5 autocran

How downloads are counted

Repository

angelospsy/multifear ↗Account: AngelosPsy

3Stars

1Forks

2Open issues

0Open PRs

5Releases

368Commits

2Commit identities

multiverseconditioning

368 commits · Last activity 2026-01-11

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 2
Median days to close, 50 most recently updated closed PRs: 1

Stars over time

2025-01-25 · 32026-07-07 · 3

How these are measured

PracticesBeta

10 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/angelospsy/multifear on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (3)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-01-11

Coverage (1)

Coverage reporting (Codecov)

CRAN release process (3)

cran-comments.mdrevdep/CRAN-SUBMISSION

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

30 external dependencies (excludes base and recommended)

Installing multifear adds 84 packages (42 with compiled code, 79 MB of source tarballs). Heaviest: stringi 11 MB, BayesFactor 6.1 MB, ggplot2 6.0 MB.

Depends (1)

R >= 4.0.0

Imports (21)

dplyr purrrstatsstringr reshape2 tibble ggplot2 effsize (>= 0.7.8)nlmeBayesFactor bayestestR broom effectsize (>= 0.4.1)esc forestplot bootstrap (>= 2019.6)fastDummies rlang plyr maditr car

LinkingTo (0)

none

Suggests (11)

gridExtra vctrs tidyselect tidyr ggraph testthat cowplot covr spelling knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Angelos-Miltiadis Krypotos

Releases (5)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.1.5Latest
record
2026-01-11 · current release · diff ↗
0.1.4
record
2025-06-11 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.1.3
record
2023-09-23 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.1.2
record
2021-06-01 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.1.1
record
2021-04-06
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-04-06
Total releases: 5 / 5 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.0.0
Bundled data: 5.8 KB / 1 file
Download size: 1.9 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("multifear")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1016/j.brat.2022.104072.

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 multifear version 0.1.5 [Data set]. HJJB, LLC. Data release v2026-10-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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