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Admissibility of the natural estimator of the mean of a Gaussian process
Authors:Carl Spruill  
Institution:1. Georgia Institute of Technology USA;2. Purdue University USA
Abstract:Let {X(t): t a, b]} be a Gaussian process with mean μ L2a, b] and continuous covariance K(s, t). When estimating μ under the loss ∫ab ( (t)−μ(t))2 dt the natural estimator X is admissible if K is unknown. If K is known, X is minimax with risk ∫ab K(t, t) dt and admissible if and only if the three by three matrix whose entries are K(ti, tj) has a determinant which vanishes identically in ti a, b], i = 1, 2, 3.
Keywords:Minimax estimator  infinite dimensional mean  Hilbert space valued random variable
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