Albert’s theorem applied to problems of efficiency and MSE superiority

Albert’s Theorem, which is closely related to general results on Schur complements can be successfully applied to statistical problems. In the present paper a concise proof for a slightly more general version of the theorem will be given. Two applications on efficiency and a structured overview of results on MSE superiority are then presented. They are the main statistical results of this self-contained paper