Westell R A, Van Vleck L D
J Dairy Sci. 1985 Jun;68(6):1432-7. doi: 10.3168/jds.S0022-0302(85)80980-2.
Estimated transmitting abilities for milk of 258,201 Holstein heifers from first lactations were regressed on sire's milk proof, maternal grandsire's milk proof, and either dam's estimated transmitting ability from milk in first lactation or dams's estimated transmitting ability from milk of all lactations. Effects of year of birth of dam, dam's estimated transmitting ability for milk from first lactation, for milk from all lactations, estimated transmitting ability for fat from first lactation or for fat from all lactations were determined by sorting data into deciles by each of these criteria and calculating partial regression coefficients within each decile. For data in deciles on dams's estimated transmitting ability for milk in first lactation, no further information was gained from all lactations. Partial regression coefficients from regression of heifer's estimated transmitting ability from first lactation on dam's estimated transmitting ability from first lactation, maternal grandsire's proof, and sire's proof were similar to approximate theoretical upper limits. The partial regression coefficient for dam's estimated transmitting ability from all lactations was much smaller than expected. Because regression on dam's estimated transmitting ability from first lactation resulted in weights more closely approximating theoretical upper limits than weights from regression on dam's estimated transmitting ability from all lactations, the use of the former is preferred to predict heifer's estimated transmitting ability from first lactation.
对258201头荷斯坦初产小母牛的牛奶估计传递能力,就公牛的牛奶验证值、外祖父的牛奶验证值,以及初产时母牛的牛奶估计传递能力或所有泌乳期母牛的牛奶估计传递能力进行回归分析。通过按照上述每项标准将数据分为十分位数,并计算每个十分位数内的偏回归系数,来确定母牛出生年份、母牛初产时的牛奶估计传递能力、所有泌乳期的牛奶估计传递能力、初产时的脂肪估计传递能力或所有泌乳期的脂肪估计传递能力的影响。对于母牛初产时牛奶估计传递能力十分位数的数据,从所有泌乳期数据中未获得更多信息。小母牛初产时的估计传递能力对母牛初产时的估计传递能力、外祖父的验证值和公牛的验证值的回归偏回归系数,与近似理论上限相似。所有泌乳期母牛的估计传递能力的偏回归系数远小于预期。由于对母牛初产时的估计传递能力进行回归得到的权重比所有泌乳期母牛的估计传递能力进行回归得到的权重更接近理论上限,因此使用前者来预测小母牛初产时的估计传递能力更为可取。