Cp. Van Tassell et al., Method R estimates of heritability for milk, fat, and protein yields of United States dairy cattle, J DAIRY SCI, 82(10), 1999, pp. 2231-2237
Heritabilities for milk, fat, and protein yields were estimated from first
lactation data used for USDA-Dairy Herd Improvement Association (DHIA) gene
tic evaluations. Contemporary group assignments and standard deviations wit
hin herd-year were determined with the procedure used for national evaluati
ons. Pedigree data were included for animals born since 1970; yield data we
re included for cows born since 1980. Lactation records were divided into f
our mutually exclusive data sets based on standard deviations. Ranges for s
tandard deviations were chosen so that data sets were approximately equal i
n size. Method R was used to estimate heritability with 25 different random
samples of half of the data for each data set. Because of the large number
of Holstein observations, estimates of heritability for Holsteins were bas
ed on random subsets of the complete data file; each subset included approx
imately 5% of the data. Mean heritability estimates increased with standard
deviations, and estimates ranged from 0.18 to 0.51 across breeds. Repeatab
ility estimates for milk yield of Holsteins were approximately 0.50 and did
not change with standard deviation. These heritability estimates were high
er than those previously used in the USDA-DHIA genetic evaluation. Heritabi
lity used in the USDA-DHIA genetic evaluation have been increased based on
these results.