Titlebook: Genetic Data Analysis for Plant and Animal Breeding; Fikret Isik,James Holland,Christian Maltecca Book 2017 Springer International Publish

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,Befehle der Befehls-Oberfläche,n plant and animal breeding programs. When traits are correlated, breeding value predictions from a multivariate model can be more accurate than univariate models. In this chapter we introduce multivariate models for two data sets: a maize inbred line multi-environment trial and pig data with pedigree information appropriate for an animal model.

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DRM, a Design Research Methodology missing genotype values. The chapter is not intended as a rigorous treatment of the use and implications of imputation in breeding values prediction, but rather as a brief overview of some common strategies currently employed. For the reader interested in a more in-depth treatment, references are provided within the chapter.

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Breeding Values,‘animal’ model is introduced to demonstrate prediction of individual breeding values across generations. Modifications to the basic model are considered, such as maternal effects and genetic group effects.

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