A study was conducted to specify a mixed model for across-stud breeding val
ue estimation for Merino sheep in South Africa regarding body weight, clean
fleece weight and mean fibre diameter. A total of 24 000 records from 18 s
tuds during the period 1987 to 1996 were analysed using the GLM procedure o
f SAS and the DFREML program of Meyer. All three traits were significantly
(P<0.01) influenced by herd-year season (hys), sex, birth status and age at
measurement (fitted as a linear regressor) as well as a hys x sex interact
ion. As far as the random effects are concerned, maternal effects and a hys
x sire interaction seem to be important for body weight, less so for clean
fleece weight and unimportant for mean fibre diameter. Genetic trends were
low to non-significant. Mechanisms and methods however exist to greatly en
hance genetic progress.