Markov projection of semimartingales — Application to comparison results

IF 1.1 2区 数学 Q3 STATISTICS & PROBABILITY Stochastic Processes and their Applications Pub Date : 2023-08-01 DOI:10.1016/j.spa.2023.04.018
Benedikt Köpfer , Ludger Rüschendorf
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Abstract

In this paper we derive generalizations of comparison results for semimartingales. Our results are based on Markov projections and on known comparison results for Markov processes. The first part of the paper is concerned with an alternative method for the construction of Markov projections of semimartingales. In comparison to the construction in Bentata and Cont (2009) which is based on the solution of a well-posed martingale problem, we make essential use of pseudo-differential operators as investigated in Böttcher (2008) and of fundamental solutions of related evolution problems. This approach allows to dismiss with some boundedness assumptions on the differential characteristics in the martingale approach. As consequence of the construction of Markov projections, comparison results for path-independent functions (European options) of semimartingales can be reduced to the well investigated problem of comparison of Markovian semimartingales. The Markov projection approach to comparison results does not require one of the semimartingales to be Markovian, which is a common assumption in literature. An idea of Brunick and Shreve (2013) to mimick updated processes leads to a related reduction result to the Markovian case and thus to the comparison of related generators. As consequence, a general comparison result is also obtained for path-dependent functions of semimartingales.

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半鞅的马尔可夫投影。在比较结果中的应用
本文给出了半鞅比较结果的推广。我们的结果是基于马尔可夫预测和马尔可夫过程的已知比较结果。本文的第一部分讨论了半鞅马尔可夫投影的另一种构造方法。与Bentata和Cont(2009)中基于一个适定鞅问题的解的构造相比,我们基本使用了Böttcher(2008)中研究的伪微分算子和相关演化问题的基本解。这种方法允许对鞅方法中的微分特征进行有界性假设。由于马尔可夫投影的构造,半鞅的路径无关函数(欧式选项)的比较结果可以简化为研究得很好的马尔可夫半鞅的比较问题。比较结果的马尔可夫投影方法不要求其中一个半鞅是马尔可夫的,这是文献中常见的假设。Brunick和Shreve(2013)模仿更新过程的想法导致了马尔可夫情况的相关约简结果,从而对相关生成器进行了比较。由此,对半鞅的路径相关函数也得到了一般的比较结果。
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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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