Dj. Weigel et al., IMPACT OF DIFFERENT STRATEGIES AND AMOUNTS OF PREFERENTIAL TREATMENT ON VARIOUS METHODS OF BULL-DAM SELECTION, Journal of dairy science, 77(10), 1994, pp. 3163-3173
Three records of milk yield, fat yield, and type were simulated far ea
ch cow in 20 herds of 200 cows over 13 yr. Preferential treatment or b
ias was simulated by increasing milk and fat yields by an average of 0
, 16, and 32% for separate copies of the simulation. The bias was give
n to a limited number of cows from the original herds based on four st
rategies. Five methods of bull-dam selection that used an index with a
2:2:1 ratio of milk to fat to type to select the top 2% of cows were
compared: ETA using first lactation, using all lactations, after pheno
typic minima were required, after preselection on three-generation ped
igree index, and on pedigree index alone. Selection on ETA for first o
r all lactations gave the highest average of true breeding values at 0
and 16% for all strategies studied. In general, selection on pedigree
index alone or after phenotypic minima were required gave poor result
s and should not be considered to be viable. Preselection of bull-dams
on pedigree index proved to be extremely useful for biased and unbias
ed data. The optimal policy was to preselect the top 12% of the popula
tion before reranking and selecting on ETA for all lactations.