Gaussian Hilbert Spaces

Gaussian Hilbert Spaces
Author: Svante Janson
Publisher: Cambridge University Press
Total Pages: 358
Release: 1997-06-12
Genre: Mathematics
ISBN: 0521561280

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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 have many applications in probability theory, other parts of mathematics, statistics and theoretical physics. The emphasis throughout this book is on the mathematical structures common to all these applications. This will be an excellent resource for all researchers whose work involves random variables.


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
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
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
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
An Introduction to Infinite-Dimensional Analysis
Language: en
Pages: 217
Authors: Giuseppe Da Prato
Categories: Mathematics
Type: BOOK - Published: 2006-08-25 - Publisher: Springer Science & Business Media

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Based on well-known lectures given at Scuola Normale Superiore in Pisa, this book introduces analysis in a separable Hilbert space of infinite dimension. It sta