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Gaussian Hilbert Spaces
Language: en
Pages: 358
Authors: Svante Janson
Categories: Mathematics
Type: BOOK - Published: 1997-06-12 - Publisher: Cambridge University Press

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This book treats the very special and fundamental mathematical properties that hold for a family of Gaussian (or normal) random variables. Such random variables
Gaussian Measures in Hilbert Space
Language: en
Pages: 272
Authors: Alexander Kukush
Categories: Mathematics
Type: BOOK - Published: 2020-02-26 - Publisher: John Wiley & Sons

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At the nexus of probability theory, geometry and statistics, a Gaussian measure is constructed on a Hilbert space in two ways: as a product measure and via a ch
Reproducing Kernel Hilbert Spaces in Probability and Statistics
Language: en
Pages: 369
Authors: Alain Berlinet
Categories: Business & Economics
Type: BOOK - Published: 2011-06-28 - Publisher: Springer Science & Business Media

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The book covers theoretical questions including the latest extension of the formalism, and computational issues and focuses on some of the more fruitful and pro
Stochastic Analysis for Gaussian Random Processes and Fields
Language: en
Pages: 201
Authors: Vidyadhar S. Mandrekar
Categories: Mathematics
Type: BOOK - Published: 2015-06-23 - Publisher: CRC Press

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Stochastic Analysis for Gaussian Random Processes and Fields: With Applications presents Hilbert space methods to study deep analytic properties connecting prob
Gaussian Processes, Function Theory, and the Inverse Spectral Problem
Language: en
Pages: 354
Authors: Harry Dym
Categories: Mathematics
Type: BOOK - Published: 2008-01-01 - Publisher: Courier Corporation

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This text offers background in function theory, Hardy functions, and probability as preparation for surveys of Gaussian processes, strings and spectral function