R Observatory: Metrics for PUMP version 1.0.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

PUMP

1.0.5Package record

Power Under Multiplicity Project

0packages depend

3.1Kdownloads / year

86.8%test coverage

13/13flavors OK

Overview

About

Maintained by Luke MiratrixCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: Institute of Education Sciences

Estimates power, minimum detectable effect size (MDES) and sample size requirements. The context is multilevel randomized experiments with multiple outcomes. The estimation takes into account the use of multiple testing procedures. Development of this package was supported by a grant from the Institute of Education Sciences (R305D170030). For a full package description, including a detailed technical appendix, see doi:10.18637/jss.v108.i06.

Install

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

install.packages("PUMP", 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("MDRCNY/PUMP")

Development version from MDRCNY/PUMP. 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-pump

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-PUMP

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-PUMP

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: 5.1 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 1.0.5

READMEYes · 463 wordsVignettesYes · 3 · dynamicNEWSNoCitation fileYes · cites a publicationWebsiteYes · pkgdown

Cites a JSS article

Help pages: 65 (37 internal)includes a package overview page
Examples that run: 100%14 run in a plain check
Exported functions with examples: 46%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (3)

How these are measured

Downloads

3.1K

CRAN downloads in the past year

Rank #10,931 · ~9/day · ~262/mo

Releases R versions

Daily download trend is not available in this view yet.

48430 days

96290 days

3.1K1 year

Compare downloads with other packages →

Also on83 r2u1 autocran

How downloads are counted

Repository

mdrcny/pump ↗Organization: MDRCNY

8Stars

1Forks

1Open issues

0Open PRs

0Releases

542Commits

10Commit identities

542 commits · Last activity 2026-09-17 · The default branch showed an older version (1.0.4) than CRAN on 2026-10-21

Responsiveness

How these are sampled

PRs merged (all time): 99%
Median days to close, 50 most recently updated closed issues: 31
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-11-04 · 82026-07-07 · 8

How these are measured

PracticesBeta

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

Checks run against github.com/mdrcny/pump on 2026-10-21.

Continuous integration (1)

GitHub Actions

Docs source (3)

pkgdown

GitHub Pages site last deployed 2026-09-17 · The repository has a site deploy workflow

pkgdown site last built 2026-09-17, before release 1.0.5 (2026-09-20)

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

22 external dependencies (excludes base and recommended)

Installing PUMP adds 86 packages (42 with compiled code, 71 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, doBy 4.3 MB.

Depends (1)

R >= 3.5.0

Imports (20)

dplyr ggthemes ggplot2 ggpubr glue future lme4 magrittrmethodsmvtnormparallelpurrr randomizr readr rlangstatsstringr tibble tidyr tidyselect

LinkingTo (0)

none

Suggests (5)

furrr here kableExtra knitr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (6)

Luke Miratrix

Author, Maintainer since 1.0.0 (2022)

Author

Author

Author

Copyright holder

Institute of Education Sciences

Funder

Releases (6)

Pick two releases to compare their code metrics.

1.0.5Latest
record
2026-09-20 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.0.4
record
2025-03-12 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0.3
record
2024-02-29 · diff ↗
1.0.2
record
2023-05-22 · diff ↗ ·
removed 1 export
gen_assignments

added 1 export
gen_cluster_ids
R
R 4.3.0 released · 2023-04-21
1.0.1
record
2022-09-17 · diff ↗ ·
removed 4 exports
gen_full_data, plot_power_curve, plot_power_search, print_search

added 4 exports
check_cor, design, gen_base_sim_data, gen_sim_data
R
R 4.2.0 released · 2022-04-22
1.0.0
record
2022-02-09
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-02-09
Total releases: 6 / 4 yrs
License: GPL-3 OSI · relicensed from MIT + file LICENSE in 1.0.2
Minimum R: ≥ 3.5.0
Download size: 581 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("PUMP")

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

It points to 10.18637/jss.v108.i06.

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 PUMP version 1.0.5 [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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