Abstract
Some hierarchical genetic models are considered. Necessary and sufficient conditions for the existence of best linear unbiased estimators of fixed parameters and best quadratic unbiased estimators of variance components in these models are given. An extended concept of the Gauss-Markov estimator is used to construct best estimators.
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