The objective of the paper was to chooose an appropriate model for the estimation of variance and covariance genetics components in beef cattle., The following models was used-the models I and II were individual animal models comprising the direct and maternal additive genetic effects and the permanent maternal environmental effect. The variance nad covariance were estimated by REML.