Tempered Stable Distributions - Michael Grabchak

Tempered Stable Distributions

Stochastic Models for Multiscale Processes
Buch | Softcover
XII, 118 Seiten
2016 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-24925-4 (ISBN)
53,49 inkl. MwSt
This brief is concerned with tempered stable distributions and their associated Levy processes. It is a good text for researchers interested in learning about tempered stable distributions. 
A tempered stable distribution is one which takes a stable distribution and modifies its tails to make them lighter. The motivation for this class comes from the fact that infinite variance stable distributions appear to provide a good fit to data in a variety of situations, but the extremely heavy tails of these models are not realistic for most real world applications. The idea of using distributions that modify the tails of stable models to make them lighter seems to have originated in the influential paper of Mantegna and Stanley (1994). Since then, these distributions have been extended and generalized in a variety of ways. They have been applied to a wide variety of areas including mathematical finance, biostatistics,computer science, and physics.

Introduction.- Preliminaries.- Tempered Stable Distributions.- Limit Theorems for Tempered Stable Distributions.- Multiscale Properties of Tempered Stable Levy Processes.- Parametric Classes.- Applications .- Epilogue.- References.

"This is a very nicely written book on tempered stable distributions. The exposition is careful and very readable. ... The book will be a very helpful source for researchers working in the area of tempered stable distributions and for all that want to apply them." (Alexander Lindner, zbMATH 1361.60003, 2017)

Erscheinungsdatum
Reihe/Serie SpringerBriefs in Mathematics
Zusatzinfo XII, 118 p.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Wirtschaft Betriebswirtschaft / Management
Schlagworte infinitely divisible distributions • Levy processes • mathematics and statistics • Probability theory and stochastic processes • Quantitative Finance • Stable Distributions • Tempered Heavy Tails • Tempered Stable Distributions • weak convergence
ISBN-10 3-319-24925-8 / 3319249258
ISBN-13 978-3-319-24925-4 / 9783319249254
Zustand Neuware
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