Genomic prediction based on data from three layer lines using non-linear regression models.

Abstract excerpt

BACKGROUND: Most studies on genomic prediction with reference populations that include multiple lines or breeds have used linear models. Data heterogeneity due to using multiple populations may conflict with model assumptions used in linear regression methods. METHODS: In an attempt to alleviate potential discrepancies between assumptions of linear models and multi-population data, two types of alternative models...

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