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Minimax estimation for the bounded mean of a bivariate normal distribution
Authors:Wolfgang Bischoff  Werner Fieger  Sabine Ochtrop
Institution:(1) Institut für Mathematische Stochastik, Universität Karlsruhe, 76128 Karlsruhe, Germany
Abstract:A bivariate normal distribution is considered whose mean lies in an equilateral triangle. We show by a convexity argument that the three point prior having mass 1/3 at each of the edges is least favourable if the length of a side of the equilateral triangle is less than or equal to 
$$\frac{2}{{\sqrt 5 }}$$
. Thus the corresponding Bayes estimator is minimax in that case. Numerical studies are given as well.
Keywords:
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