M. Baselga et J. Camacho, MIVQUE ESTIMATION OF GENETIC-PARAMETERS FOR TRAITS OF DAM AND YOUNG TRAITS IN A PROLIFIC SPECIES, Journal of animal breeding and genetics, 110(4), 1993, pp. 253-263
A two-trait model is proposed to analyse jointly a dam trait and a you
ng trait in prolific species such as pigs or rabbits. The model is a t
rue repeatability animal model for the dam trait and a sire-dam model
with maternal effects for the young trait. A feasible MIVQUE is worked
out to estimate the variance-covariance components involved in the mo
del. In order to reduce demands on computer memory and time an equival
ent model is proposed and some algebraic work has been done. Thus, the
time required to compute the expectations of the MIVQUE quadratics is
only 70 % of the one necessary to invert the coefficient matrix. Thus
REML could be solved through an I-MIVQUE algorithm as an alternative
to the EM algorithm. The suggested procedure presumes that the levels
of the fixed effects are low. This is frequently the case when selecti
ng pigs or rabbits in a nucleus. Finally, an example is presented for
the analysis of litter size at weaning and weight at 77 days in a line
of rabbits.