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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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Stable central limit theorems for super ornstein-uhlenbeck processes

TL;DR: In this article, the authors studied the asymptotic behavior of a supercritical Ornstein-Uhlenbeck process with a branching mechanism and established a stable central limit theorem.
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Survival analysis via hierarchically dependent mixture hazards

TL;DR: In this paper, a class of multivariate mixtures whose distribution acts as a prior for the vector of sample-specific baseline hazard rates is introduced, where dependence is induced through a hierarchical specification of the mixing random measures that ultimately corresponds to a composition of random discrete combinatorial structures.
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Maharam extension and stationary stable processes

TL;DR: In this article, a second look at stationary stable processes is given by interpreting the self-similar property at the level of the L\'evy measure as characteristic of a Maharam system.
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Fine asymptotics for models with Gamma type moments

TL;DR: In this paper, the authors give fine asymptotics for random variables with moments of Gamma type, including random determinants of Laguerre and Jacobi ensembles with varying dimensions (the number of observed variables and the number of measurements vary and may be different).
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Heat kernel estimates for the fractional Laplacian

TL;DR: In this article, the authors give sharp estimates for the heat kernel of the fractional Laplacian with Dirichlet condition for a general class of domains including Lipschitz domains.
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.