Random Fields and Geometry

Random Fields and Geometry
Author: R. J. Adler
Publisher: Springer Science & Business Media
Total Pages: 455
Release: 2009-01-29
Genre: Mathematics
ISBN: 0387481168

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This monograph is devoted to a completely new approach to geometric problems arising in the study of random fields. The groundbreaking material in Part III, for which the background is carefully prepared in Parts I and II, is of both theoretical and practical importance, and striking in the way in which problems arising in geometry and probability are beautifully intertwined. "Random Fields and Geometry" will be useful for probabilists and statisticians, and for theoretical and applied mathematicians who wish to learn about new relationships between geometry and probability. It will be helpful for graduate students in a classroom setting, or for self-study. Finally, this text will serve as a basic reference for all those interested in the companion volume of the applications of the theory.


Random Fields and Geometry
Language: en
Pages: 455
Authors: R. J. Adler
Categories: Mathematics
Type: BOOK - Published: 2009-01-29 - Publisher: Springer Science & Business Media

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This monograph is devoted to a completely new approach to geometric problems arising in the study of random fields. The groundbreaking material in Part III, for
Gaussian Markov Random Fields
Language: en
Pages: 280
Authors: Havard Rue
Categories: Mathematics
Type: BOOK - Published: 2005-02-18 - Publisher: CRC Press

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Gaussian Markov Random Field (GMRF) models are most widely used in spatial statistics - a very active area of research in which few up-to-date reference works a
The Geometry of Random Fields
Language: en
Pages: 295
Authors: Robert J. Adler
Categories: Mathematics
Type: BOOK - Published: 2010-01-28 - Publisher: SIAM

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An important treatment of the geometric properties of sets generated by random fields, including a comprehensive treatment of the mathematical basics of random
Markov Random Fields
Language: en
Pages: 207
Authors: Y.A. Rozanov
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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In this book we study Markov random functions of several variables. What is traditionally meant by the Markov property for a random process (a random function o
Microstructural Randomness and Scaling in Mechanics of Materials
Language: en
Pages: 500
Authors: Martin Ostoja-Starzewski
Categories: Mathematics
Type: BOOK - Published: 2007-08-13 - Publisher: CRC Press

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An area at the intersection of solid mechanics, materials science, and stochastic mathematics, mechanics of materials often necessitates a stochastic approach t