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Provides a general purpose simulation-based power analysis API for routine and customized simulation experimental designs. The package focuses exclusively on Monte Carlo simulation variants of (expected) prospective power analyses, criterion analyses, compromise analyses, sensitivity analyses, and a priori analyses. The default simulation experiment functions found within the package provide stochastic variants of the power analyses subroutines found in the G*Power 3.1 software (Faul, Erdfelder, Buchner, and Lang, 2009) <doi:10.3758/brm.41.4.1149>, along with various other parametric and non-parametric power analysis examples (e.g., mediation analyses). Supporting functions are also included, such as for building empirical power curve estimates, which utilize a similar API structure.
Version: | 0.2.3 |
Depends: | SimDesign (≥ 2.19.1), R (≥ 4.1.0), stats |
Imports: | cocor, car, polycor, parallelly, methods, ggplot2, plotly, lavaan, EnvStats |
Suggests: | knitr, rmarkdown, bookdown, VGAM, copula, pwr |
Published: | 2025-05-21 |
DOI: | 10.32614/CRAN.package.Spower |
Author: | Phil Chalmers |
Maintainer: | Phil Chalmers <rphilip.chalmers at gmail.com> |
BugReports: | https://github.com/philchalmers/Spower/issues?state=open |
License: | GPL (≥ 3) |
URL: | https://github.com/philchalmers/Spower |
NeedsCompilation: | no |
Materials: | README |
CRAN checks: | Spower results |
Reference manual: | Spower.pdf |
Vignettes: |
G*Power examples evaluated with Spower (source) |
Package source: | Spower_0.2.3.tar.gz |
Windows binaries: | r-devel: Spower_0.2.3.zip, r-release: Spower_0.2.3.zip, r-oldrel: Spower_0.2.3.zip |
macOS binaries: | r-release (arm64): Spower_0.2.3.tgz, r-oldrel (arm64): Spower_0.2.3.tgz, r-release (x86_64): Spower_0.2.3.tgz, r-oldrel (x86_64): Spower_0.2.3.tgz |
Old sources: | Spower archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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