Extreme value theory (EVT) provides tools for assessing risk of highly unusual developments, such as financial market crashes. This book presents a synthesis of recent research, with emphasis on dependent observations. It concentrates on modern topics, such as compound Poisson approximation, processes of exceedances, and nonparametric estimation methods, which have not been focused on in other books on extremes. Along with examples from finance and insurance that illustrate the methods, the book includes over 200 exercises, making it useful as a reference book, self-study tool, or comprehensive course text.…mehr
Extreme value theory (EVT) provides tools for assessing risk of highly unusual developments, such as financial market crashes. This book presents a synthesis of recent research, with emphasis on dependent observations. It concentrates on modern topics, such as compound Poisson approximation, processes of exceedances, and nonparametric estimation methods, which have not been focused on in other books on extremes. Along with examples from finance and insurance that illustrate the methods, the book includes over 200 exercises, making it useful as a reference book, self-study tool, or comprehensive course text.Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Dr S.Y. Novak earned his Ph.D. at the Novosibirsk Institute of Mathematics under the supervision of Dr S.A. Utev in 1988. The Novosibirsk group forms a part of Russian tradition in Probability & Statistics that extends its roots to Kolmogorov and Markov. Dr S.Y. Novak began his teaching carrier at the Novosibirsk Electrotechnical Institute (NETI) and Novosibirsk Institute of Geodesy, held post-doctoral positions at the University of Sussex and Eurandom (Technical University of Eindhoven), and taught at Brunel University in West London, before joining the Middlesex University (London) in 2003. He published over 40 papers, mostly on the topic of Extreme Value Theory, in which he is considered an expert.
Inhaltsangabe
Methods of Extreme Value Theory. Maximum of Partial Sums. Extremes in Samples of Random Size. Poisson Approximation. Compound Poisson Approximation. Exceedances of Several Levels. Process of Exceedances. Beyond Compound Poisson. Inference on Heavy Tails. Value-at-Risk. Extremal Index. Normal Approximation. Lower Bounds. Appendix. Abbreviations. Bibliography. Index.
Methods of Extreme Value Theory. Maximum of Partial Sums. Extremes in Samples of Random Size. Poisson Approximation. Compound Poisson Approximation. Exceedances of Several Levels. Process of Exceedances. Beyond Compound Poisson. Inference on Heavy Tails. Value-at-Risk. Extremal Index. Normal Approximation. Lower Bounds. Appendix. Abbreviations. Bibliography. Index.
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