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Hereditary and environmental variables were estimated utilizing a random regression design and applying the average-information REML approach. Spline functions had been chosen to suit the additive genetic and permanent ecological impacts across bull's age, while the ideal amount of knots was chosen making use of cross validation. Residual variance heterogeneity had been believed in different bull age courses. The predicted repeatabilities of semen high quality faculties ranged from 0.
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