Frequentist p-values for large-scale-single step genome-wide association, with an application to birth weight in American Angus cattle.

The use of a p-value for SSGWAS is a very general and efficient strategy to identify quantitative trait loci (QTL). It can be used for complex datasets such as those used in animal breeding, where only a proportion of the pedigreed animals are genotyped.