CRAN/E | PUMP

PUMP

Power Under Multiplicity Project

Installation

About

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.

Citation PUMP citation info
github.com/MDRCNY/PUMP
Bug report File report

Key Metrics

Version 1.0.3
R ≥ 3.5.0
Published 2024-02-29 28 days ago
Needs compilation? no
License GPL-3
CRAN checks PUMP results

Downloads

Yesterday 19 +171%
Last 7 days 143 +1%
Last 30 days 556 +214%
Last 90 days 1.088 +110%
Last 365 days 2.871 +7%

Maintainer

Maintainer

Luke Miratrix

luke_miratrix@gse.harvard.edu

Authors

Kristin Porter

aut

Luke Miratrix

aut / cre

Kristen Hunter

aut

Zarni Htet

aut

MDRC

cph

Institute of Education Sciences

fnd

Material

README
Reference manual
Package source

Vignettes

Demonstration of the PUMP package
Demo and discussion of the pump_sample method
Demo of simulating multi-level data

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

PUMP archive

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