R Observatory: Metrics for frscore version 0.5.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

frscore

0.5.2Package record

Calculate the Fit-Robustness of CNA-Solutions

0packages dependsuggested by 1

4.6Kdownloads / year

71.8%test coverage

13/13flavors OK

Overview

About

Maintained by Veli-Pekka ParkkinenCRAN page ↗

Automatically perform a reanalysis series on a data set using CNA, and calculate the fit-robustness of the resulting models, as described in Parkkinen and Baumgartner (2021) doi:10.1177/0049124120986200.

Changes in 0.5.2

a patch to accommodate changes to igraph's handling of NAs #1821.

From NEWS.md in the release

Install

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

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

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

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-frscore

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-frscore

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-frscore

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: 2.4 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
OK13 OK2026-05-02

Show 2 earlier changesHide 2 earlier changes

ERROR11 OK, 1 ERROR2026-04-25
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.5.2

READMEYes · 233 wordsVignettesNoNEWSYes · 100% structured · mentions 0.5.2Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 8 (1 internal)includes a package overview page
Examples that run: 100%6 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 38%

How these are measured

Downloads

4.6K

CRAN downloads in the past year

Rank #9,867 · ~13/day · ~386/mo

Releases R versions

Daily download trend is not available in this view yet.

35930 days

1K90 days

4.6K1 year

Compare downloads with other packages →

Also on75 r2u1 autocran

How downloads are counted

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Installing frscore adds 89 packages (50 with compiled code, 83 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, bslib 5.6 MB.

Depends (3)

R >= 3.5cna lifecycle

Imports (7)

dplyr Rfast magrittr rlang withr visNetwork igraph

LinkingTo (0)

none

Suggests (2)

spelling testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

cna

How these are counted

Code & Tests

Datasets

People & History

People (3)

Veli-Pekka Parkkinen

Mathias Ambuehl

Author, Copyright holder

Michael Baumgartner

Author, Copyright holder

Releases (9)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.5.2Latest
record
2025-07-05 · current release · diff ↗
0.5.1
record
2025-04-25 · diff ↗
0.5.0
record
2025-04-24 · diff ↗ ·
added 2 exports
plot_submodel_network, submodel_adjacencies_to_igraph
R
R 4.5.0 released · 2025-04-11
0.4.1
record
2024-06-11 · diff ↗
0.4.0
record
2024-04-25 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.3.1
record
2023-04-28 · diff ↗ ·
added 1 export
causal_submodel
R
R 4.3.0 released · 2023-04-21
0.2.0
record
2022-05-20 · diff ↗
R
R 4.2.0 released · 2022-04-22
unarchivedReturned to CRAN
2022-01-10
0.1.1
record
2022-01-10 · diff ↗
archivedRemoved from CRAN
2022-01-06
check issues were not corrected in time
0.1.0
record
2021-07-22

Show 1 earlier eventHide 1 earlier event

R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-07-22
Total releases: 9 / 5 yrs
License: AGPL (>= 3) OSI
Minimum R: ≥ 3.5
Bundled data: 0.2 KB / 1 file
Download size: 49 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("frscore")

Format

Parkkinen, V., Ambuehl, M., & Baumgartner, M. (2025). frscore: Calculate the Fit-Robustness of CNA-Solutions (Version 0.5.2) [Computer software]. https://doi.org/10.32614/CRAN.package.frscore

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 frscore version 0.5.2 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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