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Topics in Infinitely Divisible Distributions and Lévy Processes, Revised Edition: SpringerBriefs in Probability and Mathematical Statistics

Autor Alfonso Rocha-Arteaga, Ken-iti Sato
en Limba Engleză Paperback – 6 noi 2019
This book deals with topics in the area of Lévy processes and infinitely divisible distributions such as Ornstein-Uhlenbeck type processes, selfsimilar additive processes and multivariate subordination. These topics are developed around a decreasing chain of classes of distributions Lm, m = 0,1,...,∞, from the class L0 of selfdecomposable distributions to the class L generated by stable distributions through convolution and convergence.
The book is divided into five chapters. Chapter 1 studies basic properties of Lm classes needed for the subsequent chapters.  Chapter 2 introduces Ornstein-Uhlenbeck type processes generated by a Lévy process through stochastic integrals based on Lévy processes. Necessary and sufficient conditions are given for a generating Lévy process so that the OU type process has a limit distribution of Lm class.
Chapter 3 establishes the correspondence between selfsimilar additive processes and selfdecomposable distributions and makes a close inspection of the Lamperti transformation, which transforms selfsimilar additive processes and stationary type OU processes to each other.  

Chapter 4 studies multivariate subordination of a cone-parameter Lévy process by a cone-valued Lévy process.  Finally, Chapter 5 studies strictly stable and Lm properties inherited by the subordinated process in multivariate subordination.

In this revised edition, new material is included on advances in these topics. It is rewritten as self-contained as possible. Theorems, lemmas, propositions, examples and remarks were reorganized; some were deleted and others were newly added. The historical notes at the end of each chapter were enlarged.

This book is addressed to graduate students and researchers in probability and mathematical statistics who are interested in learning more on Lévy processes and infinitely divisible distributions.
 

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Specificații

ISBN-13: 9783030226992
ISBN-10: 3030226999
Pagini: 123
Ilustrații: VIII, 135 p.
Dimensiuni: 155 x 235 mm
Greutate: 0.21 kg
Ediția:1st ed. 2019
Editura: Springer International Publishing
Colecția Springer
Seria SpringerBriefs in Probability and Mathematical Statistics

Locul publicării:Cham, Switzerland

Cuprins

Classes Lm and their Characterization.- Classes Lm and Ornstein-Uhlenbeck Type Processes.- Classes Lm and Selfsimilar Additive Processes.- Multivariate Subordination.- Inheritance of Selfdecomposability in Subordination.

Recenzii

“The text is written in good style by giving exact definitions followed by statements and their proofs. The notions and the results are well illustrated by a reasonable number of examples. … Each chapter ends with extremely useful ‘Notes’. Thus there are five well-written essays containing historical facts and going through important steps in developing the infinite divisibility and the theory of Lévy processes. All comments are supported by referring to original sources.” (Jordan M. Stoyanov, zbMATH 1472.60003, 2021)

Caracteristici

Includes useful notes at the end of each chapter as historical reviews and detailed information on the used sources Offers an interesting and enjoyable insight into the topics covered Presents framework of the selected topics in new approach Self-contained study on the relation of self-decomposable distributions with each of the selected topic