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Evaluation of alternative schemes for recording body weights in meat-type quails by using random regression

机译:通过随机回归评估记录肉类鹌鹑体重的替代方案

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摘要

Data from 8759 meat-type quails from the UFV1 strain and 9128 from the UFV2 strain were used to assess the possibility of reducing the number of body weight records in genetic evaluations. The evaluated animals were weighed weekly since hatching to the 6th week of life, with up to 7 records of body weight for each bird. The data were evaluated by random regression models, with 9 alternative schemes of data recording, which included 4 records for each scheme and their covariance functions for additive and permanent environmental effects of order 3, fitting 4 intervals for residual variance, and a complete scheme, with 7 records, order of fit 6 for additive and permanent environmental effects and 7 intervals for residual variance. Estimates of heritability for body weight at the 6th week varied from 0.45 to 0.53 for the UFV1 strain and from 0.28 to 0.54 for UFV2 strain. The schemes that had more records in points at the final extreme of the age range showed better estimates, which was likely due to certain properties of polynomial regression that led to biased results in the final extreme of the age range when data are unbalanced. The reduction of the number of body weight records taken during the growth phase is feasible, with little change to breeding value estimates, when 4 body weight records are used in random regression models.
机译:来自UFV1品系的8759肉类鹌鹑和来自UFV2品系的9128鹌鹑的数据用于评估遗传评估中减少体重记录数量的可能性。自孵化至生命的第6周,每周对评估的动物称重,每只鸟的体重记录多达7个。通过随机回归模型对数据进行了评估,并提供了9种替代数据记录方案,其中包括每种方案的4条记录以及它们对3级累加和永久环境影响的协方差函数,对残差方差拟合4个区间,以及一个完整的方案,包含7条记录,适合度为6的顺序表示加性和永久性环境影响,剩余间隔为7的间隔。 UFV1菌株在第6周的体重遗传力估计值从0.45到0.53,UFV2菌株从0.28到0.54。在年龄范围的最终极值点上有更多记录的方案显示出更好的估计值,这很可能是由于多项式回归的某些属性,当数据不平衡时,导致年龄范围的最终极值的结果有偏差。当在随机回归模型中使用4条体重记录时,减少在生长期获取的体重记录数是可行的,而对繁殖值的估计几乎没有变化。

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