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This comprehensive text gives an interesting and useful blend of the mathematical, probabilistic and statistical tools used in heavy-tail analysis. It is uniquely devoted to heavy-tails and emphasizes both probability modeling and statistical methods for fitting models. Prerequisites for the reader include a prior course in stochastic processes and probability, some statistical background, some familiarity with time series analysis, and ability to use a statistics package. This work will serve second-year graduate students and researchers in the areas of applied mathematics, statistics, operations research, electrical engineering, and economics.
Autorius: | Sidney I. Resnick |
Serija: | Springer Series in Operations Research and Financial Engineering |
Leidėjas: | Springer US |
Išleidimo metai: | 2010 |
Knygos puslapių skaičius: | 424 |
ISBN-10: | 1441920242 |
ISBN-13: | 9781441920249 |
Formatas: | 235 x 178 x 23 mm. Knyga minkštu viršeliu |
Kalba: | Anglų |
Parašykite atsiliepimą apie „Heavy-Tail Phenomena: Probabilistic and Statistical Modeling“