Convex minorants and the fluctuation theory of Lévy processes

IF 0.6 4区 数学 Q4 STATISTICS & PROBABILITY
Jorge Ignacio Gonz'alez C'azares, Aleksandar Mijatovi'c
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引用次数: 9

Abstract

We establish a novel characterisation of the law of the convex minorant of any L\'evy process. Our self-contained elementary proof is based on the analysis of piecewise linear convex functions and requires only very basic properties of L\'evy processes. Our main result provides a new simple and self-contained approach to the fluctuation theory of L\'evy processes, circumventing local time and excursion theory. Easy corollaries include classical theorems, such as Rogozin's regularity criterion, Spitzer's identities and the Wiener-Hopf factorisation, as well as a novel factorisation identity.
凸极小子与Lévy过程的涨落理论
我们建立了任何L’evy过程的凸次量定律的一个新的刻画。我们的自包含初等证明是基于对分段线性凸函数的分析,并且只需要L’evy过程的非常基本的性质。我们的主要结果为L’evy过程的波动理论提供了一种新的简单而独立的方法,绕过了局部时间和偏移理论。简单的推论包括经典定理,如Rogozin正则性准则、Spitzer恒等式和Wiener-Hopf因子分解,以及一个新的因子分解恒等式。
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来源期刊
CiteScore
1.10
自引率
0.00%
发文量
48
期刊介绍: ALEA publishes research articles in probability theory, stochastic processes, mathematical statistics, and their applications. It publishes also review articles of subjects which developed considerably in recent years. All articles submitted go through a rigorous refereeing process by peers and are published immediately after accepted. ALEA is an electronic journal of the Latin-american probability and statistical community which provides open access to all of its content and uses only free programs. Authors are allowed to deposit their published article into their institutional repository, freely and with no embargo, as long as they acknowledge the source of the paper. ALEA is affiliated with the Institute of Mathematical Statistics.
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