Article
Estimating the effective sample size in association studies of quantitative traits.
G3 (Bethesda, Md.) - 17 Jun 2021
Ziyatdinov Andrey, Kim Jihye, Prokopenko Dmitry, Privé Florian, Laporte Fabien, Loh Po-Ru, Kraft Peter, Aschard Hugues
Abstract excerpt
The effective sample size (ESS) is a metric used to summarize in a single term the amount of correlation in a sample. It is of particular interest when predicting the statistical power of genome-wide association studies (GWAS) based on linear mixed models. Here, we introduce an analytical form of the ESS for mixed-model GWAS of quantitative traits and relate it to empirical estimators recently proposed. Using our...
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