CRAN/E | Superpower

Superpower

Simulation-Based Power Analysis for Factorial Designs

Installation

About

Functions to perform simulations of ANOVA designs of up to three factors. Calculates the observed power and average observed effect size for all main effects and interactions in the ANOVA, and all simple comparisons between conditions. Includes functions for analytic power calculations and additional helper functions that compute effect sizes for ANOVA designs, observed error rates in the simulations, and functions to plot power curves. Please see Lakens, D., & Caldwell, A. R. (2021). "Simulation-Based Power Analysis for Factorial Analysis of Variance Designs". doi:10.1177/2515245920951503.

Citation Superpower citation info
aaroncaldwell.us/SuperpowerBook/
Bug report File report

Key Metrics

Version 0.2.0
Published 2022-05-17 713 days ago
Needs compilation? no
License MIT
License File
CRAN checks Superpower results
Language en-US

Downloads

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Last 7 days 90 -45%
Last 30 days 452 -17%
Last 90 days 1.499 -11%
Last 365 days 5.812 -15%

Maintainer

Maintainer

Aaron Caldwell

arcaldwell49@gmail.com

Authors

Aaron Caldwell

aut / cre

Daniel Lakens

aut

Lisa DeBruine

ctb

Jonathon Love

ctb

Frederik Aust

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Power Calculations for ANCOVA
Introduction to Justifying Alpha Levels
Power calculations for 'emmeans' analyses
Introduction to Superpower
More ANOVA designs

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

Superpower archive

Imports

mvtnorm
MASS
afex
emmeans
ggplot2
gridExtra
reshape2
stats
dplyr
magrittr
tidyselect
tidyr

Suggests

knitr
rmarkdown
pwr
testthat
covr
jmvcore
spelling

Reverse Imports

JustifyAlpha