Package: SteppedPower 0.3.5

SteppedPower: Power Calculation for Stepped Wedge Designs

Tools for power and sample size calculation as well as design diagnostics for longitudinal mixed model settings, with a focus on stepped wedge designs. All calculations are oracle estimates i.e. assume random effect variances to be known (or guessed) in advance. The method is introduced in Hussey and Hughes (2007) <doi:10.1016/j.cct.2006.05.007>, extensions are discussed in Li et al. (2020) <doi:10.1177/0962280220932962>.

Authors:Philipp Mildenberger [aut, cre], Federico Marini [ctb]

SteppedPower_0.3.5.tar.gz
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SteppedPower.pdf |SteppedPower.html✨
SteppedPower/json (API)
NEWS

# Install 'SteppedPower' in R:
install.packages('SteppedPower', repos = c('https://pmildenb.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/pmildenb/steppedpower/issues

On CRAN:

Conda:

4.30 score 5 scripts 560 downloads 18 exports 74 dependencies

Last updated 4 months agofrom:8ae697706f. Checks:6 OK, 3 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 19 2025
R-4.5-winNOTEMar 19 2025
R-4.5-macNOTEMar 19 2025
R-4.5-linuxNOTEMar 19 2025
R-4.4-winOKMar 19 2025
R-4.4-macOKMar 19 2025
R-4.4-linuxOKMar 19 2025
R-4.3-winOKMar 19 2025
R-4.3-macOKMar 19 2025

Exports:alpha012_to_RandEffcompute_glsPowercompute_InfoContentconstruct_CovBlkconstruct_CovMatconstruct_DesMatconstruct_incompMatconstruct_timeAdjustconstruct_trtMatglsPowericc_to_RandEffplot_CellWeightsplot_InfoContentRandEff_to_alpha012RandEff_to_icctTestPwrVarClosed_KaszaVarClosed_Li

Dependencies:askpassbase64encbslibcachemclicolorspacecpp11crosstalkcurldata.tabledigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmeopensslpillarpkgconfigplotlypromisespurrrR6rappdirsRColorBrewerRcppRcppArmadilloRcppParallelRfastrlangrmarkdownsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyamlzigg

Getting Started with SteppedPower

Philipp Mildenberger^[[email protected]], Federico Marini^[[email protected]]

Rendered fromGetting_Started.Rmdusingknitr::rmarkdownon Mar 19 2025.

Last update: 2022-06-10
Started: 2020-09-07

Incomplete Designs with SteppedPower

Philipp Mildenberger^[[email protected]], Federico Marini^[[email protected]]

Rendered fromIncomplete_Designs.Rmdusingknitr::rmarkdownon Mar 19 2025.

Last update: 2024-09-18
Started: 2022-08-10