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Persistence in milk, fat and protein production of primiparous Holstein cows by random regression models

机译:随机回归模型对初生荷斯坦奶牛的牛奶,脂肪和蛋白质产生的持久性

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Total numbers of 56,508, 35,091 and 8,326 records of milk, fat, and protein test-day yields, respectively, were used to estimate genetic parameters for six persistency measures on milk, fat and protein productions of Holstein cows reared in Minas Gerais state. Covariance components for additive genetic effects and permanent environmental effects were estimated by REML in random regression models using Legendre polynomials from the third to the sixth order. Overall, models with the highest orders of Legendre polynomials showed the best quality of adjustments of these productive records. Heritability estimates obtained by the models for persistence in milk, fat, and protein yields ranged from 0.04 to 0.32, from 0.00 to 0.23, and from 0.00 to 0.27, respectively. Values of genetic correlation estimates between persistence and total 305-day milk, fat, and protein yields ranged from -0.38 to 0.54, from -0.39 to 0.97, and from -0.78 to 0.67, respectively. Persistence measurement proposed by Jakobsen (PS2) is preferential for using in further genetic evaluations for persistence in milk, fat and protein yields of Holstein cows in Minas Gerais state.
机译:分别以56,508、35,091和8,326条牛奶,脂肪和蛋白质测试日产量的记录总数为基础,来估算关于在米纳斯吉拉斯州饲养的荷斯坦奶牛的牛奶,脂肪和蛋白质生产的六种持久性测度的遗传参数。在三至六阶的勒让德多项式的随机回归模型中,通过REML估算了累加遗传效应和永久环境效应的协方差分量。总体而言,Legendre多项式最高阶的模型显示出这些生产记录的最佳调整质量。通过模型得出的牛奶,脂肪和蛋白质产量持续性的遗传力估计值分别为0.04至0.32、0.00至0.23和0.00至0.27。持久性与305天总牛奶,脂肪和蛋白质产量之间的遗传相关性估计值分别为-0.38至0.54,-0.39至0.97和-0.78至0.67。 Jakobsen(PS2)提出的持久性测量方法优先用于进一步的遗传评估,以评估米纳斯吉拉斯州荷斯坦奶牛的牛奶,脂肪和蛋白质产量的持久性。

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