Article
A comparison study of multivariate fixed models and Gene Association with Multiple Traits (GAMuT) for next-generation sequencing.
Genetic epidemiology - 1 Jan 2017
Chiu Chi-Yang, Jung Jeesun, Wang Yifan, Weeks Daniel E, Wilson Alexander F, Bailey-Wilson Joan E, Amos Christopher I, Mills James L, Boehnke Michael, Xiong Momiao, Fan Ruzong
Abstract excerpt
In this paper, extensive simulations are performed to compare two statistical methods to analyze multiple correlated quantitative phenotypes: (1) approximate F-distributed tests of multivariate functional linear models (MFLM) and additive models of multivariate analysis of variance (MANOVA), and (2) Gene Association with Multiple Traits (GAMuT) for association testing of high-dimensional genotype data. It is...
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