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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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Benchmark Tracking Portfolio Problems with Stochastic Ordering Constraints

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Stochastic comparisons and ageing properties of an extended gamma process

TL;DR: Stochastic comparisons between degradation levels modeled by standard gamma processes and ageing properties for the corresponding level-crossing times are now well understood and new stochastic comparisons for convolutions of gamma random variables are obtained.
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Modelling and Computation Using NCoRM Mixtures for Density Regression

TL;DR: In this paper, a pseudo-marginal Metropolis-hastings sampler for normalized compound random measure mixture models is used to estimate the unbiased estimation of Laplace functionals of compound random measures.
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The Pricing of Dual-Expiry Exotics with Mean Reversion and Jumps

TL;DR: In this paper, the authors developed a new class of models for pricing dual-expiry options that are characterized by two expiry dates, where the underlying asset price is modeled by a time changed exponential Ornstein Uhlenbeck (OU) process, and the time change process is a Levy subordinator.
Proceedings ArticleDOI

Modeling and linearization of systems under heavy-tailed stochastic noise with application to renewable energy assessment

TL;DR: This work investigates models based on stable processes, and proposes a method for stochastic linearization that is applied to renewable energy assessment to show the effectiveness.
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.