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GWAPower: a statistical power calculation software for genome-wide association studies with quantitative traits

机译:GWAPower:统计功效计算软件用于具有定量性状的全基因组关联研究

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摘要

BackgroundIn designing genome-wide association (GWA) studies it is important to calculate statistical power. General statistical power calculation procedures for quantitative measures often require information concerning summary statistics of distributions such as mean and variance. However, with genetic studies, the effect size of quantitative traits is traditionally expressed as heritability, a quantity defined as the amount of phenotypic variation in the population that can be ascribed to the genetic variants among individuals. Heritability is hard to transform into summary statistics. Therefore, general power calculation procedures cannot be used directly in GWA studies. The development of appropriate statistical methods and a user-friendly software package to address this problem would be welcomed.
机译:背景技术在设计全基因组关联(GWA)研究时,计算统计功效很重要。用于定量度量的常规统计功效计算程序通常需要有关分布的汇总统计信息,例如均值和方差。然而,在遗传学研究中,数量性状的影响大小传统上表示为遗传力,即定义为人群中可归因于个体之间遗传变异的表型变异量。遗传力很难转化为摘要统计。因此,一般的功率计算程序不能直接用于GWA研究中。欢迎开发适当的统计方法和用户友好的软件包来解决这个问题。

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