APS
2022 APS Annual Convention · 2022
Bspower: The Efficacy of Resampling Methods in Power Analysis
- Jacob Coutts
University of Maryland at College Park - Jolynn Pek
The Ohio State University
Abstract
We conducted a simulation study exploring the efficacy of the bootstrap in accounting for the uncertainty from sampling variability attached to effect size estimates used in power calculations. Although the classical, contemporary, and bootstrap approaches produced widely variable power estimates, bootstrapping is a flexible and viable alternative to power analysis.
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