Random Fields: Analysis and Synthesis

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9780262720458: Random Fields: Analysis and Synthesis

Random variation over space and time is one of the few attributes that might safely be predicted as characterizing almost any given complex system. Random fields or "distributed disorder systems" confront astronomers, physicists, geologists, meteorologists, biologists, and other natural scientists. They appear in the artifacts developed by electrical, mechanical, civil, and other engineers. They even underlie the processes of social and economic change. The purpose of this book is to bring together existing and new methodologies of random field theory and indicate how they can be applied to these diverse areas where a "deterministic treatment is inefficient and conventional statistics insufficient." Many new results and methods are included.After outlining the extent and characteristics of the random field approach, the book reviews the classical theory of multidimensional random processes and introduces basic probability concepts and methods in the random field context. It next gives a concise amount of the second-order analysis of homogeneous random fields, in both the space-time domain and the wave number-frequency domain. This is followed by a chapter on spectral moments and related measures of disorder and on level excursions and extremes of Gaussian and related random fields.After developing a new framework of analysis based on local averages of one-, two-, and n-dimensional processes, the book concludes with a chapter discussing ramifications in the important areas of estimation, prediction, and control. The mathematical prerequisite has been held to basic college-level calculus.

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Erik Vanmarcke
Editore: MIT Press Ltd, United States (2004)
ISBN 10: 0262720450 ISBN 13: 9780262720458
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Descrizione libro MIT Press Ltd, United States, 2004. Paperback. Condizione libro: New. 226 x 152 mm. Language: English . Brand New Book. Random variation over space and time is one of the few attributes that might safely be predicted as characterizing almost any given complex system. Random fields or distributed disorder systems confront astronomers, physicists, geologists, meteorologists, biologists, and other natural scientists. They appear in the artifacts developed by electrical, mechanical, civil, and other engineers. They even underlie the processes of social and economic change. The purpose of this book is to bring together existing and new methodologies of random field theory and indicate how they can be applied to these diverse areas where a deterministic treatment is inefficient and conventional statistics insufficient. Many new results and methods are included.After outlining the extent and characteristics of the random field approach, the book reviews the classical theory of multidimensional random processes and introduces basic probability concepts and methods in the random field context. It next gives a concise amount of the second-order analysis of homogeneous random fields, in both the space-time domain and the wave number-frequency domain. This is followed by a chapter on spectral moments and related measures of disorder and on level excursions and extremes of Gaussian and related random fields.After developing a new framework of analysis based on local averages of one-, two-, and n-dimensional processes, the book concludes with a chapter discussing ramifications in the important areas of estimation, prediction, and control. The mathematical prerequisite has been held to basic college-level calculus. Codice libro della libreria AAH9780262720458

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Descrizione libro MIT Press, 2004. PAP. Condizione libro: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Codice libro della libreria WM-9780262720458

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Erik Vanmarcke
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Descrizione libro MIT Press Ltd, United States, 2004. Paperback. Condizione libro: New. 226 x 152 mm. Language: English . Brand New Book. Random variation over space and time is one of the few attributes that might safely be predicted as characterizing almost any given complex system. Random fields or distributed disorder systems confront astronomers, physicists, geologists, meteorologists, biologists, and other natural scientists. They appear in the artifacts developed by electrical, mechanical, civil, and other engineers. They even underlie the processes of social and economic change. The purpose of this book is to bring together existing and new methodologies of random field theory and indicate how they can be applied to these diverse areas where a deterministic treatment is inefficient and conventional statistics insufficient. Many new results and methods are included.After outlining the extent and characteristics of the random field approach, the book reviews the classical theory of multidimensional random processes and introduces basic probability concepts and methods in the random field context. It next gives a concise amount of the second-order analysis of homogeneous random fields, in both the space-time domain and the wave number-frequency domain. This is followed by a chapter on spectral moments and related measures of disorder and on level excursions and extremes of Gaussian and related random fields.After developing a new framework of analysis based on local averages of one-, two-, and n-dimensional processes, the book concludes with a chapter discussing ramifications in the important areas of estimation, prediction, and control. The mathematical prerequisite has been held to basic college-level calculus. Codice libro della libreria AAH9780262720458

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Descrizione libro The MIT Press, 1983. Paperback. Condizione libro: New. book. Codice libro della libreria 0262720450

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Descrizione libro The MIT Press, 1983. Paperback. Condizione libro: New. Codice libro della libreria DADAX0262720450

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Descrizione libro 2004. Paperback. Condizione libro: New. 150mm x 23mm x 226mm. Paperback. Random variation over space and time is one of the few attributes that might safely be predicted as characterizing almost any given complex system. Random fields or "distributed disor.Shipping may be from multiple locations in the US or from the UK, depending on stock availability. 382 pages. 0.522. Codice libro della libreria 9780262720458

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Erik Vanmarcke
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Descrizione libro The MIT Press, 1983. Paperback. Condizione libro: Brand New. new title edition. 396 pages. 9.00x6.00x0.75 inches. In Stock. Codice libro della libreria __0262720450

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Descrizione libro 2004. Paperback. Condizione libro: New. 150mm x 23mm x 226mm. Paperback. Random variation over space and time is one of the few attributes that might safely be predicted as characterizing almost any given complex system. Random fields or "dist.Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. 382 pages. 0.522. Codice libro della libreria 9780262720458

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Descrizione libro MIT Press Ltd, 2004. Paperback. Condizione libro: New. 15.2 x 22.9 cm. Our orders are sent from our warehouse locally or directly from our international distributors to allow us to offer you the best possible price and delivery time. Book. Codice libro della libreria MM-60832613

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Descrizione libro Condizione libro: Brand New. Book Condition: Brand New. Codice libro della libreria 97802627204581.0

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