Simulation-Based Power Analysis for Factorial Designs

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". .


Reference manual

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0.1.2 by Aaron Caldwell, 5 months ago

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Authors: Aaron Caldwell [aut, cre] , Daniel Lakens [aut] , Lisa DeBruine [ctb] , Jonathon Love [ctb] , Frederik Aust [ctb]

Documentation:   PDF Manual  

MIT + file LICENSE license

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

Suggests knitr, rmarkdown, pwr, testthat, covr, jmvcore

Imported by JustifyAlpha.

See at CRAN