PUMP: Power Under Multiplicity Project

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>.

Package details

AuthorLuke Miratrix [aut, cre] (<https://orcid.org/0000-0002-0078-1906>), Kristen Hunter [aut] (<https://orcid.org/0000-0002-5678-4620>), Zarni Htet [aut], Kristin Porter [aut], MDRC [cph], Institute of Education Sciences [fnd]
MaintainerLuke Miratrix <luke_miratrix@gse.harvard.edu>
LicenseGPL-3
Version1.0.4
URL https://github.com/MDRCNY/PUMP https://mdrcny.github.io/PUMP/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("PUMP")

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PUMP documentation built on April 4, 2025, 5:19 a.m.