Extreme Values, Regular Variation and Point Processes
(Sprache: Englisch)
This book is a readable and efficient account of the fundamental mathematical and stochastic process techniques needed to study the behavior of extreme values of phenomena based on independent and identically distributed random variables and vectors.
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Produktinformationen zu „Extreme Values, Regular Variation and Point Processes “
This book is a readable and efficient account of the fundamental mathematical and stochastic process techniques needed to study the behavior of extreme values of phenomena based on independent and identically distributed random variables and vectors.
Klappentext zu „Extreme Values, Regular Variation and Point Processes “
This book examines the fundamental mathematical and stochastic process techniques needed to study the behavior of extreme values of phenomena based on independent and identically distributed random variables and vectors. It emphasizes the core primacy of three topics necessary for understanding extremes: the analytical theory of regularly varying functions; the probabilistic theory of point processes and random measures; and the link to asymptotic distribution approximations provided by the theory of weak convergence of probability measures in metric spaces.
Inhaltsverzeichnis zu „Extreme Values, Regular Variation and Point Processes “
- Preface- Preliminaries
- Domains of Attraction and Norming Constants
- Quality of Convergence
- Point Processes
- Records and Extremal Processes
- Multivariate Extremes
- References
- Index
Bibliographische Angaben
- Autor: Sidney I. Resnick
- 2007, 320 Seiten, Maße: 16,2 x 23,6 cm, Kartoniert (TB), Englisch
- Verlag: Springer, New York
- ISBN-10: 0387759522
- ISBN-13: 9780387759524
Sprache:
Englisch
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