Laws of Small Numbers: Extremes and Rare Events

Falk, Michael; Hüsler, Jürg; Reiss, Rolf-Dieter

ISBN 10: 3034800088 / ISBN 13: 9783034800082

Editore: Birkhäuser (edition 3rd ed. 2010), 2010

Riguardo questo articolo

It's a preowned item in almost perfect condition. It has no visible cosmetic imperfections. May come without any shrink wrap; pages are clean and not marred by notes or folds of any kind.

Codice articolo 3034800088-10-1

Dati bibliografici

• Titolo: Laws of Small Numbers: Extremes and Rare Events
• Editore: Birkhäuser (edition 3rd ed. 2010)
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 3034800088
• ISBN 13: 9783034800082
• Rilegatura: Paperback
• Edizione: 3rd ed. 2010.
• Condizione: As New

Descrizione articolo

Riassunto

Since the publication of the first edition of this seminar book in 1994, the theory and applications of extremes and rare events have enjoyed an enormous and still increasing interest. The intention of the book is to give a mathematically oriented development of the theory of rare events underlying various applications. This characteristic of the book was strengthened in the second edition by incorporating various new results on about 130 additional pages.

Part II, which has been added in the second edition, discusses recent developments in multivariate extreme value theory.

This book is accessible to graduate students and researchers with basic knowledge in probability theory and, partly, in point processes and Gaussian processes. The required statistical prerequisites are minimal.

Dalla quarta di copertina

Since the publication of the first edition of this seminar book in 1994, the theory and applications of extremes and rare events have enjoyed an enormous and still increasing interest. The intention of the book is to give a mathematically oriented development of the theory of rare events underlying various applications. This characteristic of the book was strengthened in the second edition by incorporating various new results. In this third edition, the dramatic change of focus of extreme value theory has been taken into account: from concentrating on maxima of observations it has shifted to large observations, defined as exceedances over high thresholds. One emphasis of the present third edition lies on multivariate generalized Pareto distributions, their representations, properties such as their peaks-over-threshold stability, simulation, testing and estimation. Reviews of the 2nd edition: "In brief, it is clear that this will surely be a valuable resource for anyone involved in, or seeking to master, the more mathematical features of this field." David Stirzaker, Bulletin of the London Mathematical Society "Laws of Small Numbers can be highly recommended to everyone who is looking for a smooth introduction to Poisson approximations in EVT and other fields of probability theory and statistics. In particular, it offers an interesting view on multivariate EVT and on EVT for non-iid observations, which is not presented in a similar way in any other textbook." Holger Drees, Metrika