R Observatory: Metrics for SingleCaseES version 0.7.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SingleCaseES

0.7.4Package record

A Calculator for Single-Case Effect Sizes

1packages depend

10.3Kdownloads / year

83.1%test coverage

13/13flavors OK

Overview

About

Maintained by James E. PustejovskyCRAN page ↗GitHub ↗Website ↗Issues ↗

Provides R functions for calculating basic effect size indices for single-case designs, including several non-overlap measures and parametric effect size measures, and for estimating the gradual effects model developed by Swan and Pustejovsky (2018) DOI:10.1080/00273171.2018.1466681. Standard errors and confidence intervals (based on the assumption that the outcome measurements are mutually independent) are provided for the subset of effect sizes indices with known sampling distributions.

Changes in 0.7.4

Migrated the unit tests for the built-in shiny app to use the shinytest2 framework.

From NEWS.md in the release

Install

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

install.packages("SingleCaseES", 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("jepusto/SingleCaseES")

Development version from jepusto/SingleCaseES. 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-singlecasees

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-SingleCaseES

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-SingleCaseES

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: 2.3 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09

Show 3 earlier changesHide 3 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-04-12
NOTE3 OK, 11 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.7.4

README· In the repository, left out of the releaseVignettesYes · 2 · dynamicNEWSYes · 100% structured · mentions 0.7.4Citation fileNoWebsiteYes · pkgdown

Help pages: 36
Examples that run: 94%16 run in a plain check · 1 never run
Exported functions with examples: 89%
Documented parameters: 100%
Return-value docs: 89%
Help pages citing references: 39%

Vignettes (2)

How these are measured

Downloads

10.3K

CRAN downloads in the past year

Rank #4,418 · ~28/day · ~854/mo

Releases R versions

Daily download trend is not available in this view yet.

81430 days

1.9K90 days

10.3K1 year

Compare downloads with other packages →

Also on107 r2u102 c2d4u

How downloads are counted

Repository

jepusto/singlecasees ↗Account: jepusto

8Stars

2Forks

7Open issues

0Open PRs

11Releases

735Commits

8Commit identities

735 commits · Last activity 2026-04-30 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 93%
Median days to close, 50 most recently updated closed issues: 43
Median days to close, 50 most recently updated closed PRs: 1

Stars over time

2021-07-19 · 62026-07-07 · 8

How these are measured

PracticesBeta

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

Checks run against github.com/jepusto/singlecasees on 2026-10-21.

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 (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-04-30 · The repository has a site deploy workflow

pkgdown site last built 2026-04-30

Coverage (1)

Coverage reporting (Codecov)

CRAN release process (1)

cran-comments.md

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Installing SingleCaseES adds 20 packages (12 with compiled code, 18 MB of source tarballs). Heaviest: stringi 11 MB, vctrs 1.0 MB, dplyr 902 KB.

Depends (1)

R >= 4.1.0

Imports (7)

statspurrr dplyr tidyr rlang tidyselectutils

LinkingTo (0)

none

Suggests (19)

spelling shiny shinytest2 stringr rvest ggplot2 purrrlyr testthat markdown knitr rmarkdown cleanrmd Kendall kableExtra covr readxl glue janitor rclipboard

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Imports 1

Depends, Imports or LinkingTo, most downloaded first

SSDforR

How these are counted

Code & Tests

Datasets

People & History

People (5)

James E. Pustejovsky

Author, Maintainer since 0.4.0 (2018)

Man Chen

Author · added in 0.5.0

Daniel M. Swan

Author

Amy Cai

Contributor · added in 0.7.4

Paulina Grekov

Contributor · added in 0.6.1

Listed in earlier versions (2)

James E.

no longer listed · 0.4.0 to 0.7.4

Daniel M.

no longer listed · 0.4.0 to 0.7.4

Releases (12)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.7.4Latest
record
2026-04-02 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.7.3
record
2024-09-07 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.7.2
record
2023-08-12 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.7.1
record
2023-03-05 · diff ↗ ·
added 1 export
PoGO
0.6.1
record
2022-07-07 · diff ↗
0.6.0
record
2022-06-03 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.5.0
record
2021-09-30 · diff ↗ ·
added 2 exports
LRM, Tau_BC
R
R 4.1.0 released · 2021-05-18
0.4.4
record
2021-04-30 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.4.3
record
2019-08-30 · diff ↗

Show 5 earlier eventsHide 5 earlier events

0.4.2
record
2019-06-14 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.4.1
record
2019-01-07 · diff ↗
0.4.0
record
2018-07-31
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-07-31
Total releases: 12 / 8 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.1.0
Bundled data: 19 KB / 17 files
Download size: 265 KB

Appears in task views

Meta-Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SingleCaseES")

Format

Pustejovsky, J. E., Cai, A., Chen, M., Grekov, P., & Swan, D. M. (2026). SingleCaseES: A Calculator for Single-Case Effect Sizes (Version 0.7.4) [Computer software]. https://doi.org/10.32614/CRAN.package.SingleCaseES

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 SingleCaseES version 0.7.4 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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