If only testing the large or highly significant genes obtained by EMMAX, it can help further reduce the whole genome gene association analysis to one or two rounds of whole genome regression scans.
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Gene-Based Genome-Wide Association Study Identified Genes for Agronomic Traits in Maize.
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