PUMP

1.0.4

Power Under Multiplicity Project

0packages depend

3Kdownloads / year

86.8%test coverage

13/13checks pass

Overview

About

Maintained by Luke MiratrixFirst published 2022-02-095 releasesCRAN page ↗GitHub ↗

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.

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).

Health

CRAN checks

13OK

Slowest check: 6.2 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.91

86.8%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 463 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

CRAN downloads in the past year

Rank #16,669 · ~8/day · ~246/mo

Releases R versions

Daily download trend is not available in this view yet.

21330 days

66190 days

3K1 year

Compare downloads with other packages →

Also on100 r2u13 autocran

Repository

GitHub ↗ mdrcny/pump

8Stars

1Forks

1Open issues

0Open PRs

0Releases

538Commits

10Contributors

538 commits · Last activity 2026-04-27

Stars over time

2024-11-04 · 82026-07-07 · 8

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/mdrcny/pump on 2026-07-26.

Continuous integration (1)

GitHub Actions

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

23 external dependencies (excludes base and recommended)

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 (6)

furrr here kableExtra knitr PowerUpR testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (6)

Maintainer (1)

Luke Miratrix

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Funders (1)

Institute of Education Sciences

Funder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.0.4Latest
2025-03-12 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0.3
2024-02-29 · diff ↗
1.0.2
2023-05-22 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.1
2022-09-17 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0.0
2022-02-09
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-02-09
Total releases: 5 / 4 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Download size: 1.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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