Package: PUMP 1.0.2
Luke Miratrix
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>.
Authors:
PUMP_1.0.2.tar.gz
PUMP_1.0.2.zip(r-4.5)PUMP_1.0.2.zip(r-4.4)PUMP_1.0.2.zip(r-4.3)
PUMP_1.0.2.tgz(r-4.4-any)PUMP_1.0.2.tgz(r-4.3-any)
PUMP_1.0.2.tar.gz(r-4.5-noble)PUMP_1.0.2.tar.gz(r-4.4-noble)
PUMP_1.0.2.tgz(r-4.4-emscripten)PUMP_1.0.2.tgz(r-4.3-emscripten)
PUMP.pdf |PUMP.html✨
PUMP/json (API)
# Install 'PUMP' in R: |
install.packages('PUMP', repos = c('https://mdrcny.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mdrcny/pump/issues
Last updated 7 months agofrom:86d621e1b8. Checks:OK: 1 WARNING: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 13 2024 |
R-4.5-win | WARNING | Sep 13 2024 |
R-4.5-linux | WARNING | Sep 13 2024 |
R-4.4-win | WARNING | Sep 13 2024 |
R-4.4-mac | WARNING | Sep 13 2024 |
R-4.3-win | WARNING | Sep 13 2024 |
R-4.3-mac | WARNING | Sep 13 2024 |
Exports:calc_dfcheck_corconvert_paramsd_mdesigngen_base_sim_datagen_cluster_idsgen_corr_matrixgen_sim_datagen_T.xgen_Yobsget_power_resultsis.pumpgridresultis.pumpresultparamsparse_d_mpower_curveprint_contextpump_infopump_mdespump_mdes_gridpump_powerpump_power_gridpump_samplepump_sample_gridpump_typesearch_pathtranspose_power_tableupdate_grid
Dependencies:abindbackportsbitbit64bootbroomcarcarDataclicliprcodetoolscolorspacecorrplotcowplotcpp11crayonDerivdigestdoBydplyrfansifarverfuturegenericsggplot2ggpubrggrepelggsciggsignifglobalsgluegridExtragtablehmsisobandlabelinglatticelifecyclelistenvlme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellmvtnormnlmenloptrnnetnumDerivparallellypbkrtestpillarpkgconfigpolynomprettyunitsprogresspurrrquantregR6randomizrRColorBrewerRcppRcppEigenreadrrlangrstatixscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwithr
Demo and discussion of the pump_sample method
Rendered frompump_sample_demo.Rmd
usingknitr::rmarkdown
on Sep 13 2024.Last update: 2022-09-14
Started: 2021-10-08
Demo of simulating multi-level data
Rendered frompump_simulate.Rmd
usingknitr::rmarkdown
on Sep 13 2024.Last update: 2023-04-12
Started: 2021-12-20
Demonstration of the PUMP package
Rendered frompump_demo.Rmd
usingknitr::rmarkdown
on Sep 13 2024.Last update: 2023-03-31
Started: 2021-06-16