Stable processes with reflections

IF 1.1 2区 数学 Q3 STATISTICS & PROBABILITY
Krzysztof Bogdan , Markus Kunze
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引用次数: 0

Abstract

We construct a Hunt process that can be described as an isotropic α-stable Lévy process reflected from the complement of a bounded open Lipschitz set. In fact, we introduce a new analytic method for concatenating Markov processes. It is based on nonlocal Schrödinger perturbations of sub-Markovian transition kernels and the construction of two supermedian functions with different growth rates at infinity. We apply this framework to describe the return distribution and the stationary distribution of the process. To handle the strong Markov property at the reflection time, we introduce a novel ladder process, whose transition semigroup encodes not only the position of the process, but also the number of reflections.
带反射的稳定过程
我们构造了一个Hunt过程,它可以被描述为由有界开Lipschitz集的补反射的各向同性α-稳定lsamvy过程。实际上,我们引入了一种新的分析方法来串接马尔可夫过程。它是基于亚马尔可夫转移核的非局部Schrödinger扰动和在无穷远处具有不同增长率的两个超中值函数的构造。我们应用这个框架来描述过程的回归分布和平稳分布。为了处理反射时的强马尔可夫性质,我们引入了一种新的阶梯过程,它的过渡半群不仅编码了过程的位置,而且编码了反射的次数。
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来源期刊
Stochastic Processes and their Applications
Stochastic Processes and their Applications 数学-统计学与概率论
CiteScore
2.90
自引率
7.10%
发文量
180
审稿时长
23.6 weeks
期刊介绍: Stochastic Processes and their Applications publishes papers on the theory and applications of stochastic processes. It is concerned with concepts and techniques, and is oriented towards a broad spectrum of mathematical, scientific and engineering interests. Characterization, structural properties, inference and control of stochastic processes are covered. The journal is exacting and scholarly in its standards. Every effort is made to promote innovation, vitality, and communication between disciplines. All papers are refereed.
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