Resources

These are other resources on power analysis by simulation:

• SuperpowerBook by Aaron R. Caldwell, Daniël Lakens, Chelsea M. Parlett-Pelleriti, Guy Prochilo, Frederik Aust. This teaches how to use the superpower R package to simulate factorial designs and calculate power.
• Blog post series “Power Analysis by Data Simulation in R” by Julian Quandt (see Parts I to IV). These blog posts provide a very detailed step-by-step explanation of the necessary steps.
• “Simulation-based power analysis for regression” by Andrew Hales (Youtube video, OSF Material). In this video, Andrew explains the steps to you.
• faux package by Lisa DeBruine. Simulate data for factorial and mixed designs.