Extremes in Random Fields (PDF)
A Theory and Its Applications
(Sprache: Englisch)
Presents a useful new technique for analyzing the
extreme-value behaviour of random fields
Modern science typically involves the analysis of increasingly
complex data. The extreme values that emerge in the statistical
analysis of complex data are...
extreme-value behaviour of random fields
Modern science typically involves the analysis of increasingly
complex data. The extreme values that emerge in the statistical
analysis of complex data are...
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Presents a useful new technique for analyzing the
extreme-value behaviour of random fields
Modern science typically involves the analysis of increasingly
complex data. The extreme values that emerge in the statistical
analysis of complex data are often of particular interest. This
book focuses on the analytical approximations of the statistical
significance of extreme values. Several relatively complex
applications of the technique to problems that emerge in practical
situations are presented. All the examples are difficult to
analyze using classical methods, and as a result, the author
presents a novel technique, designed to be more accessible to the
user.
Extreme value analysis is widely applied in areas such as
operational research, bioinformatics, computer science, finance and
many other disciplines. This book will be useful for scientists,
engineers and advanced graduate students who need to develop their
own statistical tools for the analysis of their data. Whilst this
book may not provide the reader with the specific answer it will
inspire them to rethink their problem in the context of random
fields, apply the method, and produce a solution.
extreme-value behaviour of random fields
Modern science typically involves the analysis of increasingly
complex data. The extreme values that emerge in the statistical
analysis of complex data are often of particular interest. This
book focuses on the analytical approximations of the statistical
significance of extreme values. Several relatively complex
applications of the technique to problems that emerge in practical
situations are presented. All the examples are difficult to
analyze using classical methods, and as a result, the author
presents a novel technique, designed to be more accessible to the
user.
Extreme value analysis is widely applied in areas such as
operational research, bioinformatics, computer science, finance and
many other disciplines. This book will be useful for scientists,
engineers and advanced graduate students who need to develop their
own statistical tools for the analysis of their data. Whilst this
book may not provide the reader with the specific answer it will
inspire them to rethink their problem in the context of random
fields, apply the method, and produce a solution.
Autoren-Porträt von Benjamin Yakir
Benjamin Yakir, Department of Statistics, The Hebrew University of Jerusalem, Israel
Bibliographische Angaben
- Autor: Benjamin Yakir
- 2013, 1. Auflage, 256 Seiten, Englisch
- Verlag: John Wiley & Sons
- ISBN-10: 111872061X
- ISBN-13: 9781118720615
- Erscheinungsdatum: 01.08.2013
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- Größe: 2.86 MB
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Sprache:
Englisch
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