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On a Laplace Transform Based Metric for Probabilities on a Hilbert Space
Authors:Suman Majumdar
Institution:(1) University of Connecticut, 1 University Place, Stamford, Connecticut, 06901-2315
Abstract:Let D be a closed subset of a real separable Hilbert space H. Let phmmat(D) denote the set of all Borel probability measures on D and Lscr(D) the set of all probabilities with integrable Laplace transform. A metric d, based on the Laplace transform, is defined on Lscr(D). Topological properties, viz., separability, connectedness, completeness, compactness and local compactness, of Lscr(D, d are investigated, and the d-topology is compared with the topology of weak convergence.
Keywords:Characteristic function  convolution  Laplace transform  weak convergence
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