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>.
| 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:
| Package source: | PUMP_1.0.4.tar.gz |
| Windows binaries: | r-devel:PUMP_1.0.4.zip, r-release:PUMP_1.0.4.zip, r-oldrel:PUMP_1.0.4.zip |
| macOS binaries: | r-release (arm64):PUMP_1.0.4.tgz, r-oldrel (arm64):PUMP_1.0.4.tgz, r-release (x86_64):PUMP_1.0.4.tgz, r-oldrel (x86_64):PUMP_1.0.4.tgz |
| Old sources: | PUMP archive |
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