Variance components for growth traits of Korean Native Cattle were estimated by a pseudoexpectation method in the reduced animal model. This method was quickly converged to estimates of variance components for growth traits of Korean Native Cattle. There were a little differences between estimates of variance com ponents by the pseudoexpectation method in the reduced animal model and those by the restricted maximum likelihood in the sire mixed model.