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系谱信息量对计算时间的影响以及模型假设对瑞士黑褐山地绵羊群体参数限制最大似然估计的影响。

Influences of amount of pedigree information on computing time and of model assumptions on restricted maximum-likelihood estimates of population parameters in Swiss black-brown mountain sheep.

作者信息

Hagger C, Schneeberger M

机构信息

Institute of Animal Sciences, Swiss Federal Institute of Technology, Zurich.

出版信息

J Anim Sci. 1995 Aug;73(8):2213-9. doi: 10.2527/1995.7382213x.

Abstract

Average daily gain between birth and 30 d of age of 42,644 lambs of Swiss Black-Brown Mountain Sheep were used in this analysis. The influence of amount of pedigree information on computing time and on REML estimates of population parameters was investigated on a subset of 7,848 lambs. If all available pedigree information was used, 89.4% of the lambs had at least four complete generations of known ancestors. For the reduced pedigree information, only parents and grandparents of a lamb were included. In the data set with complete pedigree information, 2,616 additional animals (without records) caused 19.4% more equations, 4.6 times the number of non-zero elements in the system of equations, and 21.2 times the computing time to reach convergence. The difference in amount of pedigree information had only a marginal influence on the estimates of direct heritability (h2), maternal heritability (m2), permanent environmental effects, and on the genetic correlation between direct and maternal effect (rAM). The complete data set of 42,644 recorded lambs was randomly split into four subsets to save computing time. In a fifth subset of 27,787 lambs (Set C) all combinations of recorded grandparents and grand-offspring were accumulated because they contain information on the covariance between direct and maternal effects (cov[AM]). Including cov(AM) in the model assumptions increased estimates of h2 and m2 in all subsets. Estimates from Set C were smallest but showed the same trend. The estimate of rAM was always strongly negative, < or = -.64.(ABSTRACT TRUNCATED AT 250 WORDS)

摘要

本分析使用了42,644只瑞士黑褐山地绵羊羔羊从出生到30日龄的平均日增重数据。在7,848只羔羊的子集中,研究了系谱信息量对计算时间和群体参数REML估计值的影响。如果使用所有可用的系谱信息,89.4%的羔羊至少有四代已知祖先。对于简化的系谱信息,只包括羔羊的父母和祖父母。在具有完整系谱信息的数据集中,2,616只额外的动物(无记录)导致方程数量增加19.4%,方程组中非零元素数量增加4.6倍,计算时间增加21.2倍才能达到收敛。系谱信息量的差异对直接遗传力(h2)、母体遗传力(m2)、永久环境效应以及直接效应与母体效应之间的遗传相关性(rAM)的估计值仅有微小影响。为节省计算时间,将42,644只记录羔羊的完整数据集随机分为四个子集。在27,787只羔羊的第五个子集(集合C)中,积累了记录的祖父母和孙代的所有组合,因为它们包含直接效应与母体效应之间协方差(cov[AM])的信息。在模型假设中纳入cov(AM)会增加所有子集中h2和m2的估计值。集合C的估计值最小,但显示出相同的趋势。rAM的估计值始终为强负值,≤ -0.64。(摘要截断于250字)

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