Investigating Statistical Power of Differential Abundance Studies

Abstract Identifying microbial taxa that differ in abundance between groups (control/treatment, healthy/diseased, etc.) is important for both basic and applied science. As in all scientific research, microbiome studies must have good statistical power to detect taxa with substantially different abundance between treatments; low power leads to poor precision and biased estimates via the “winner’s curse”. Several studies have raised concerns …