The post critiques the paper “Uncertainty limits the use of power analysis”. It highlights issues with power analysis because of uncertainty deriving from sampling variability and fluctuating population effect sizes. While acknowledging valid points, I believe the paper’s conclusions are overly dismissive and argue for a refined approach to power and sample size estimation, if one accepts that uncertainty is a problem.