gemma2

GEMMA Multivariate Linear Mixed Model

CRAN Package

Fits a multivariate linear mixed effects model that uses a polygenic term, after Zhou & Stephens (2014) (https://www.nature.com/articles/nmeth.2848). Of particular interest is the estimation of variance components with restricted maximum likelihood (REML) methods. Genome-wide efficient mixed-model association (GEMMA), as implemented in the package 'gemma2', uses an expectation-maximization algorithm for variance components inference for use in quantitative trait locus studies.


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