Optimal Portfolio Selection in an Itô–Markov Additive Market

We study a portfolio selection problem in a continuous-time Itô–Markov additive market with prices of financial assets described by Markov additive processes that combine Lévy processes and regime switching models. Thus, the model takes into account two sources of risk: t...

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Main Authors: Zbigniew Palmowski, Łukasz Stettner, Anna Sulima
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Risks
Subjects:
Online Access:https://www.mdpi.com/2227-9091/7/1/34
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spelling doaj-8091f41a82df47a296dc5ee3af5b71e32020-11-24T22:30:00ZengMDPI AGRisks2227-90912019-03-01713410.3390/risks7010034risks7010034Optimal Portfolio Selection in an Itô–Markov Additive MarketZbigniew Palmowski0Łukasz Stettner1Anna Sulima2Department of Applied Mathematics, Faculty of Pure and Applied Mathematics, Wrocław University of Science and Technology, 50-370 Wrocław, PolandInstitute of Mathematics, Polish Academy of Sciences, 00-656 Warsaw, PolandFaculty of Management, Computer Science and Finance, Wrocław University of Economics, 53-345 Wrocław, PolandWe study a portfolio selection problem in a continuous-time Itô–Markov additive market with prices of financial assets described by Markov additive processes that combine Lévy processes and regime switching models. Thus, the model takes into account two sources of risk: the jump diffusion risk and the regime switching risk. For this reason, the market is incomplete. We complete the market by enlarging it with the use of a set of Markovian jump securities, Markovian power-jump securities and impulse regime switching securities. Moreover, we give conditions under which the market is asymptotic-arbitrage-free. We solve the portfolio selection problem in the Itô–Markov additive market for the power utility and the logarithmic utility.https://www.mdpi.com/2227-9091/7/1/34Markov additive processesMarkov regime switching marketMarkovian jump securitiesasymptotic arbitragecomplete marketoptimal portfolio
collection DOAJ
language English
format Article
sources DOAJ
author Zbigniew Palmowski
Łukasz Stettner
Anna Sulima
spellingShingle Zbigniew Palmowski
Łukasz Stettner
Anna Sulima
Optimal Portfolio Selection in an Itô–Markov Additive Market
Risks
Markov additive processes
Markov regime switching market
Markovian jump securities
asymptotic arbitrage
complete market
optimal portfolio
author_facet Zbigniew Palmowski
Łukasz Stettner
Anna Sulima
author_sort Zbigniew Palmowski
title Optimal Portfolio Selection in an Itô–Markov Additive Market
title_short Optimal Portfolio Selection in an Itô–Markov Additive Market
title_full Optimal Portfolio Selection in an Itô–Markov Additive Market
title_fullStr Optimal Portfolio Selection in an Itô–Markov Additive Market
title_full_unstemmed Optimal Portfolio Selection in an Itô–Markov Additive Market
title_sort optimal portfolio selection in an itô–markov additive market
publisher MDPI AG
series Risks
issn 2227-9091
publishDate 2019-03-01
description We study a portfolio selection problem in a continuous-time Itô–Markov additive market with prices of financial assets described by Markov additive processes that combine Lévy processes and regime switching models. Thus, the model takes into account two sources of risk: the jump diffusion risk and the regime switching risk. For this reason, the market is incomplete. We complete the market by enlarging it with the use of a set of Markovian jump securities, Markovian power-jump securities and impulse regime switching securities. Moreover, we give conditions under which the market is asymptotic-arbitrage-free. We solve the portfolio selection problem in the Itô–Markov additive market for the power utility and the logarithmic utility.
topic Markov additive processes
Markov regime switching market
Markovian jump securities
asymptotic arbitrage
complete market
optimal portfolio
url https://www.mdpi.com/2227-9091/7/1/34
work_keys_str_mv AT zbigniewpalmowski optimalportfolioselectioninanitomarkovadditivemarket
AT łukaszstettner optimalportfolioselectioninanitomarkovadditivemarket
AT annasulima optimalportfolioselectioninanitomarkovadditivemarket
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