Extreme Value Theory: An Introduction (Springer Series in Operations Research and Financial Engineering) - Softcover

De Haan, Laurens De; Ferreira, Ana

 
9781441920201: Extreme Value Theory: An Introduction (Springer Series in Operations Research and Financial Engineering)
Softcover
ISBN 10: 144192020X ISBN 13: 9781441920201
Verlag: Springer, 2010

Inhaltsangabe

This treatment of extreme value theory is unique in book literature in that it focuses on some beautiful theoretical results along with applications. All the main topics covering the heart of the subject are introduced to the reader in a systematic fashion. Key to the presentation is the concentration on the probabilistic and statistical aspects of extreme values. The work is an excellent introduction to extreme value theory at the graduate level, requiring only some mathematical maturity.

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Extreme Value Theory offers a careful, coherent exposition of the subject starting from the probabilistic and mathematical foundations and proceeding to the statistical theory. The book covers both the classical one-dimensional case as well as finite- and infinite-dimensional settings. All the main topics at the heart of the subject are introduced in a systematic fashion so that in the final chapter even the most recent developments in the theory can be understood. The treatment is geared toward applications.

The presentation concentrates on the probabilistic and statistical aspects of extreme values such as limiting results, domains of attraction and development of estimators without emphasizing related topics such as point processes, empirical distribution functions and Brownian motion. An appendix on regular variation has been added since some required results in that area are not available in book form. The usefulness of the statistical theory is shown by treating several case studies in detail.

The book is a thorough, accessible, self-contained, graduate level treatment of modern extreme value theory and some of its applications. It is aimed at graduate students and researchers and requires only maturity in mathematics and statistics.

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Verlag
Springer
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
144192020X
ISBN 13 
9781441920201
Einband
Taschenbuch
Anzahl der Seiten
436
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Weitere beliebte Ausgaben desselben Titels

9780387239460: Extreme Value Theory: An Introduction (Springer Series in Operations Research and Financial Engineering)

Vorgestellte Ausgabe

ISBN 10:  0387239464 ISBN 13:  9780387239460
Verlag: Springer, 2006
Hardcover