APS

2022 APS Annual Convention · 2022

Bspower: The Efficacy of Resampling Methods in Power Analysis

Chicago, IL · May 2022

Poster · Methodology

  • 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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