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An Introduction to Heavy-Tailed and Subexponential Distributions
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An Introduction to Heavy-Tailed and Subexponential Distributions

2nd ed. 2013

Book Details

Format Hardback or Cased Book
ISBN-10 1461471001
ISBN-13 9781461471004
Edition 2nd ed. 2013
Publisher Springer-Verlag New York Inc.
Imprint Springer-Verlag New York Inc.
Country of Manufacture GB
Country of Publication GB
Publication Date May 21st, 2013
Print length 157 Pages
Ksh 9,900.00
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Heavy-tailed probability distributions are an important component in the modeling of many stochastic systems.

Heavy-tailed probability distributions are an important component in the modeling of many stochastic systems. They are frequently used to accurately model inputs and outputs of computer and data networks and service facilities such as call centers. They are an essential for describing risk processes in finance and also for insurance premia pricing, and such distributions occur naturally in models of epidemiological spread. The class includes distributions with power law tails such as the Pareto, as well as the lognormal and certain Weibull distributions.

One of the highlights of this new edition is that it includes problems at the end of each chapter. Chapter 5 is also updated to include interesting applications to queueing theory, risk, and branching processes. New results are presented in a simple, coherent and systematic way.

Graduate students as well as modelers in the fields of finance, insurance, network science and environmental studies will find this book to be an essential reference.


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