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: 1.0.4 Depends: R (≥ 3.5.0) Imports: dplyr, ggthemes, 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: 2025-03-12 DOI: 10.32614/CRAN.package.PUMP Author: Luke Miratrix [aut, cre], Kristen Hunter [aut], Zarni Htet [aut], Kristin Porter [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, https://mdrcny.github.io/PUMP/ NeedsCompilation: no Citation: PUMP citation info Materials: README CRAN checks: PUMP results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=PUMP to link to this page.
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