An Introduction To Statistical Modeling Of Extreme Values

An Introduction To Statistical Modeling Of Extreme Values by Stuart Coles. Download it An Introduction To Statistical Modeling Of Extreme Values books also available in PDF, EPUB, and Mobi Format for read it on your Kindle device, PC, phones or tablets. Directly oriented towards real practical application, this book develops both the basic theoretical framework of extreme value models and the statistical inferential techniques for using these models in practice.. Click Get Books for free books.

An Introduction To Statistical Modeling Of Extreme Values

An Introduction To Statistical Modeling Of Extreme Values
Author: Stuart Coles
Publisher: Springer Science & Business Media
ISBN: 1447136756
Size: 64.52 MB
Format: PDF, Mobi
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Directly oriented towards real practical application, this book develops both the basic theoretical framework of extreme value models and the statistical inferential techniques for using these models in practice. Intended for statisticians and non-statisticians alike, the theoretical treatment is elementary, with heuristics often replacing detailed mathematical proof. Most aspects of extreme modeling techniques are covered, including historical techniques (still widely used) and contemporary techniques based on point process models. A wide range of worked examples, using genuine datasets, illustrate the various modeling procedures and a concluding chapter provides a brief introduction to a number of more advanced topics, including Bayesian inference and spatial extremes. All the computations are carried out using S-PLUS, and the corresponding datasets and functions are available via the Internet for readers to recreate examples for themselves. An essential reference for students and researchers in statistics and disciplines such as engineering, finance and environmental science, this book will also appeal to practitioners looking for practical help in solving real problems. Stuart Coles is Reader in Statistics at the University of Bristol, UK, having previously lectured at the universities of Nottingham and Lancaster. In 1992 he was the first recipient of the Royal Statistical Society's research prize. He has published widely in the statistical literature, principally in the area of extreme value modeling.
An Introduction to Statistical Modeling of Extreme Values
Language: en
Pages: 209
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Type: BOOK - Published: 2013-11-27 - Publisher: Springer Science & Business Media
Directly oriented towards real practical application, this book develops both the basic theoretical framework of extreme value models and the statistical inferential techniques for using these models in practice. Intended for statisticians and non-statisticians alike, the theoretical treatment is elementary, with heuristics often replacing detailed mathematical proof. Most aspects of
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Dieses Buch verschafft Ihnen einen Überblick über einige der bekanntesten Verfahren des maschinellen Lernens aus der Perspektive der mathematischen Statistik. Nach der Lektüre kennen Sie die jeweils gestellten Forderungen an die Daten sowie deren Vor- und Nachteile und sind daher in der Lage, für ein gegebenes Problem ein geeignetes Verfahren