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Yakir, Benjamin

Extremes in Random Fields: A Theory and Its Applications

Yakir, Benjamin - Extremes in Random Fields: A Theory and Its Applications, e-bok

90,40€

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ISBN: 9781118720622
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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.

Nyckelord: Applied Probability & Statistics, statistics, extremes, significance, probability, complex data, statistical methods, data analysis, engineering

Författare
Utgivare
John Wiley and Sons, Inc.
Utgivningsår
2013
Språk
en
Utgåva
1
Serie
Wiley Series in Probability and Statistics
Sidantal
256 sidor
Kategori
Konst, konsthistoria
Format
E-bok
eISBN (ePUB)
9781118720622
Tryckt ISBN
9781118620205

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