Package: PUMP Type: Package Title: Power Under Multiplicity Project Version: 1.0.4 Authors@R: c( person("Luke", "Miratrix", email = "luke_miratrix@gse.harvard.edu", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0078-1906")), person("Kristen", "Hunter", email = "kristen.hunter@unsw.edu.au", role = c("aut"), comment = c(ORCID = "0000-0002-5678-4620")), person("Zarni", "Htet", role = "aut"), person("Kristin", "Porter", email = "kristin.porter@keporterconsulting.com", role = "aut"), person("MDRC", role = "cph"), person("Institute of Education Sciences", role = "fnd") ) Description: 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 . URL: https://github.com/MDRCNY/PUMP, https://mdrcny.github.io/PUMP/ BugReports: https://github.com/MDRCNY/PUMP/issues 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, testthat License: GPL-3 Encoding: UTF-8 VignetteBuilder: knitr Config/roxygen2/version: 8.1.0 Config/pak/sysreqs: cmake make libicu-dev libx11-dev Repository: https://mdrcny.r-universe.dev Date/Publication: 2026-09-17 00:57:00 UTC RemoteUrl: https://github.com/mdrcny/pump RemoteRef: HEAD RemoteSha: d9b3c295286be36a777f4afc691a63712b4eb80a NeedsCompilation: no Packaged: 2026-10-17 06:02:34 UTC; root Author: Luke Miratrix [aut, cre] (ORCID: ), Kristen Hunter [aut] (ORCID: ), Zarni Htet [aut], Kristin Porter [aut], MDRC [cph], Institute of Education Sciences [fnd] Maintainer: Luke Miratrix