Minimal sufficient statistics for the normal models with an algebraic structure

For a normal linear mixed statistical structure with a special algebraic structure the simple complete and/or minimal sufficients statistics are obtained. A class of equivariant estimates of the model's parameters is described and the optimal (in this class) estimates are determined.