Fa. Rodriguezalmeida et al., HETEROGENEITY OF VARIANCE BY SIRE BREED, SEX, AND DAM BREED IN 200-DAY AND 365-DAY WEIGHTS OF BEEF-CATTLE FROM A TOP CROSS EXPERIMENT, Journal of animal science, 73(9), 1995, pp. 2579-2588
The nature of the heterogeneity of variance for 200- and 365-d weights
by sex, sire breed, and dam breed subclasses was studied. Data consis
ted of records for weaning (n = 7,829) and yearling (n 7,367) weights
of progeny from 673 and 672 sires, respectively, from 22 breeds that h
ave been evaluated in the Germ Plasm Evaluation Program at the U.S. Me
at Animal Research Center, Clay Center, NE. Sires were mated to Herefo
rd and Angus cows. Each trait was analyzed separately. Three studies w
ere undertaken separately to investigate heterogeneity due to the diff
erent factors (i.e, sire breed, sex, or dam breed). Only data from sev
en sire breeds were used to study the factor sire breed, but all data
(22 sire breeds) were used to study the factors sex and dam breed. In
each study, three sire and dam models with records of animals of the f
our sex x dam breed combinations considered different traits and with
the same model equation, but covariance structures for random effects
(sires, dams, and residuals) of increasing generality were fitted. Fir
st, (co)variances across subclasses were assumed equal. Second, correl
ations and fractions of phenotypic variance were assumed equal but phe
notypic variance differed by sire breed, sex, or dam breed as appropri
ate. Third, variances and covariances were different for each subclass
of the factor under study. Variance components were estimated by deri
vative-free REML. Models for each trait and each factor were compared
through likelihood ratio tests. For both traits, variances differed (P
< .02) in scale, but not as fractions of phenotypic variance (P > .10
), by sire breed and sex subclasses. Variances were not different (P >
.10) by dam breed subclasses, either in scale or as fractions of phen
otypic variance. Estimates of correlations among genetic effects on we
ights of calves from different sex-dam breed subclasses were at least
.85. Across all sex, sire breed, and dam breed subclasses, pooled esti
mates of sire and dam variances as fractions of phenotypic variance we
re, respectively, .06 and .39 for weaning weight and .11 and .24 for y
earling weight. The conclusion is that the assumption of equal phenoty
pic variances among sire breeds and between sexes may not be appropria
te in genetic evaluations.