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Lévy processes and infinitely divisible distributions

健一 佐藤
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TLDR
In this paper, the authors consider the distributional properties of Levy processes and propose a potential theory for Levy processes, which is based on the Wiener-Hopf factorization.
Abstract
Preface to the revised edition Remarks on notation 1. Basic examples 2. Characterization and existence 3. Stable processes and their extensions 4. The Levy-Ito decomposition of sample functions 5. Distributional properties of Levy processes 6. Subordination and density transformation 7. Recurrence and transience 8. Potential theory for Levy processes 9. Wiener-Hopf factorizations 10. More distributional properties Supplement Solutions to exercises References and author index Subject index.

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Citations
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Journal ArticleDOI

The Hausdorff Dimension of Operator Semistable Lévy Processes

TL;DR: Meerschaert and Xiao as discussed by the authors considered the special case of an operator stable (selfsimilar) Levy process and determined the Hausdorff dimension of the partial range X(B) in terms of the real parts of the eigenvalues of E.
Journal ArticleDOI

On the likelihood function of small time variance Gamma Lévy processes

TL;DR: In this article, the likelihood function of small generalized Laplace laws and variance gamma Levy processes in the short time framework was investigated and the local asymptotic normality property in statistical inference for the variance gamma gamma Levy process under high-frequency sampling with its associated optimal convergence rate and Fisher information matrix.
Journal ArticleDOI

Ergodicity and fluctuations of a fluid particle driven by diffusions with jumps

TL;DR: In this paper, the long-time behavior of a particle immersed in a turbulent environment driven by a diusion with jumps was studied, and the law of large numbers and central limit theorem for the evolution process of the tracked particle was derived.
Journal ArticleDOI

hp-DGFEM FOR KOLMOGOROV–FOKKER–PLANCK EQUATIONS OF MULTIVARIATE LÉVY PROCESSES

TL;DR: In this paper, the authors analyze the discretization of nonlocal degenerate integrodifferential equations arising as so-called forward equations for jump-diffusion processes in option pricing problems.
Posted Content

Classes of infinitely divisible distributions on R^d related to the class of selfdecomposable distributions

TL;DR: In this paper, the authors studied new classes of infinitely divisible distributions on R^d and characterized the nested subclasses of those classes by stochastic integral representations and another is in terms of Levy measures.
References
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BookDOI

Fluctuations of Lévy Processes with Applications

TL;DR: In this article, Kloeden, P., Ombach, J., Cyganowski, S., Kostrikin, A. J., Reddy, J.A., Pokrovskii, A., Shafarevich, I.A.
Journal ArticleDOI

Ten equivalent definitions of the fractional laplace operator

TL;DR: In this article, several definitions of the Riesz fractional Laplace operator in R^d have been studied, including singular integrals, semigroups of operators, Bochner's subordination, and harmonic extensions.
Book ChapterDOI

The Theory of Scale Functions for Spectrally Negative Lévy Processes

TL;DR: In this article, the authors give an up-to-date account of the theory and applications of scale functions for spectrally negative Levy processes, including the first extensive overview of how to work numerically with scale functions.
Journal ArticleDOI

Optimal stopping and perpetual options for Lévy processes

TL;DR: A closed formula for prices of perpetual American call options in terms of the overall supremum of the Lévy process, and a corresponding closed formulas for perpetual American put options involving the infimum of the after-mentioned process are obtained.

Extreme Events: Dynamics, Statistics and Prediction

Michael Ghil
TL;DR: In this paper, the authors review work on extreme events, their causes and consequences, by a group of European and American researchers involved in a three-year project on these topics.