Probabilistic and Statistical Modeling of Heavy Tail Phenomena
This comprehensive text gives an interesting and useful blend of the mathematical, probabilistic and statistical tools used in heavy-tail analysis. Heavy tails are characteristic of phenomena where there is a significant probability of a single huge value impacting system behavior. Record-breaking insurance losses, financial returns, sizes of files stored on a server, transmission rates of files are all examples of heavy-tailed phenomena. Key features: Unique text devoted to heavy-tails. The treatment of heavy tails is largely dimensionless. The text gives attention to both probability modeling and statistical methods for fitting models. Most…
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Produktdetails
- ISBN: 978-0-387-24272-9
- EAN: 9780387242729
- Produktnummer: 2314537
- Verlag: Springer-Verlag GmbH
- Sprache: Englisch
- Erscheinungsjahr: 2006
- Seitenangabe: 406 S.
- Masse: H24.2 cm x B18.5 cm x D2.7 cm 878 g
- Abbildungen: 46 illustrations
- Gewicht: 878
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