doi:10.18637/jss.v108.i06>.">

PUMP: Power Under Multiplicity Project (original) (raw)

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>.

Version: 1.0.3
Depends: R (≥ 3.5.0)
Imports: dplyr, ggplot2, ggpubr, glue, future, lme4, magrittr, methods, mvtnorm, parallel, purrr, randomizr, readr, rlang, stats, stringr, tibble, tidyr, tidyselect
Suggests: furrr, here, kableExtra, knitr, PowerUpR (≥ 1.1.0), testthat
Published: 2024-02-29
DOI: 10.32614/CRAN.package.PUMP
Author: Kristin Porter [aut], Luke Miratrix ORCID iD [aut, cre], Kristen Hunter ORCID iD [aut], Zarni Htet [aut], MDRC [cph], Institute of Education Sciences [fnd]
Maintainer: Luke Miratrix <luke_miratrix at gse.harvard.edu>
BugReports: https://github.com/MDRCNY/PUMP/issues
License: GPL-3
URL: https://github.com/MDRCNY/PUMP
NeedsCompilation: no
Citation: PUMP citation info
Materials: README
CRAN checks: PUMP results

Documentation:

Downloads:

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=PUMPto link to this page.