Estimation of additive genetic, non-additive genetic, and permanent environmental sources of variation in preweaning traits in swine using the expectation-maximization algorithm for restricted maximum likelihood.

M U Iloeje
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Abstract

10188 growth records (performance up to weaning) of 283 Largewhite pigs were used to estimate various components of variance using a mixed linear model for the birth weight, litter size at birth, weaning weight, and litter size at weaning. Restricted maximum likelihood procedures were used. Object of the investigation were the respective additive genetic, non-additive genetic, and permanent environmental variation traits within the overall variation as well as the respective residual components. The results were tabulated and expressed specifically by way of the heritability and repeatability coefficients.

使用限制最大似然的期望最大化算法估计猪断奶前性状变异的加性遗传、非加性遗传和永久环境来源。
使用283头大白猪的10188个生长记录(断奶前的生产性能),使用一个混合线性模型来估计初生重、初生产仔数、断奶重和断奶产仔数的各种方差成分。使用了限制性最大似然程序。研究对象是总体变异中各自的加性遗传、非加性遗传和永久环境变异性状以及各自的残差成分。结果用遗传力系数和重复系数表化表达。
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