An Introduction to Heavy-Tailed and Subexponential Distributions
2nd Edition
Published on 21. May 2013
Book
Hardback
XI, 157 pages
978-1-4614-7100-4 (ISBN)
Description
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.
Reviews / Votes
From the reviews: The book An Introduction to Heavy-Tailed and Subexponential Distributions presents numerous ideas of heaviness for probability distribution tails. It gives precise definitions to common terms such as heavy-tailed and long-tailed, as well as more esoteric terms such as subexponential or h-insensitive. This book is small, self-contained monograph. There are some examples and applications, but the emphasis is on basic properties and classification. (John D. Cook, The Mathematical Association of America, August, 2011) This monograph provides a comprehensive introduction to the theory of long-tailed and sub-exponential distributions. Every chapter ends with historical comments on the topics that it covers, and the book ends with a list of references. Most of the material covered is appearing for the first time in book form, and the book will serve as a valuable reference for researchers interested in tail properties of sums and maxima of independent random variables having long-tailed/sub-exponential distributions. (Sreenivasan Ravi, Mathematical Reviews, Issue 2012 f)More details
Product info
Book
Series
Language
English
Place of publication
New York, NY
United States
Target group
Graduate
Edition type
Revised edition
Product notice
Laminated cover
Illustrations
2 schwarz-weiße Abbildungen
Dimensions
Height: 244 mm
Width: 159 mm
Thickness: 17 mm
Weight
405 gr
ISBN-13
978-1-4614-7100-4 (9781461471004)
DOI
10.1007/978-1-4614-7101-1
Schweitzer Classification
Other editions
Additional editions
Sergey Foss | Dmitry Korshunov | Stan Zachary
An Introduction to Heavy-Tailed and Subexponential Distributions
Book
06/2015
2nd Edition
Springer
€53.49
Shipment within 15-20 days
Sergey Foss | Dmitry Korshunov | Stan Zachary
An Introduction to Heavy-Tailed and Subexponential Distributions
E-Book
05/2013
2nd Edition
Springer
€53.49
Available for download
Previous edition
Sergey Foss | Dmitry Korshunov | Stan Zachary
An Introduction to Heavy-Tailed and Subexponential Distributions
Book
06/2011
Springer
€85.55
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Persons
Sergey Foss is a professor at Heriot-Watt University, Edinburgh, UK. Dmitry Korshunov is a professor at the Sobolev Institute of Mathematics of the Russian Academy of Sciences, Novosibirsk, Russia. Stan Zachary is a professor at Heriot-Watt University, Edinburgh, UK.
Content
Preface.- Introduction.- Heavy- and long-tailed distributions.- Subexponential distributions.- Densities and local probabilities.- Maximum of random walks.- References.- Index.