An Introduction to Heavy-Tailed and Subexponential Distributions

Author:   Sergey Foss ,  Dmitry Korshunov ,  Stan Zachary
Publisher:   Springer-Verlag New York Inc.
Edition:   2nd ed. 2013
ISBN:  

9781489988324


Pages:   157
Publication Date:   17 June 2015
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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An Introduction to Heavy-Tailed and Subexponential Distributions


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Overview

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.

Full Product Details

Author:   Sergey Foss ,  Dmitry Korshunov ,  Stan Zachary
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   2nd ed. 2013
Dimensions:   Width: 15.50cm , Height: 0.90cm , Length: 23.50cm
Weight:   2.701kg
ISBN:  

9781489988324


ISBN 10:   1489988327
Pages:   157
Publication Date:   17 June 2015
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Preface.- Introduction.- Heavy- and long-tailed distributions.- Subexponential distributions.- Densities and local probabilities.- Maximum of random walks.- References.- Index.

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Author Information

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.

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