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  • 标题:A fuzzy approach to option pricing in a Levy process setting
  • 本地全文:下载
  • 作者:Piotr Nowak ; Maciej Romaniuk
  • 期刊名称:International Journal of Applied Mathematics and Computer Science
  • 电子版ISSN:2083-8492
  • 出版年度:2013
  • 卷号:23
  • 期号:3
  • DOI:10.2478/amcs-2013-0046
  • 出版社:De Gruyter Open
  • 摘要:In this paper the problem of European option valuation in a Levy process setting is analysed. In our model the underlying asset follows a geometric Levy process. The jump part of the log-price process, which is a linear combination of Poisson processes, describes upward and downward jumps in price. The proposed pricing method is based on stochastic analysis and the theory of fuzzy sets.We assume that some parameters of the financial instrument cannot be precisely described and therefore they are introduced to the model as fuzzy numbers. Application of fuzzy arithmetic enables us to consider various sources of uncertainty, not only the stochastic one. To obtain the European call option pricing formula we use the minimal entropy martingale measure and Levy characteristics
  • 关键词:option pricing; Levy processes; minimal entropy martingale measure; fuzzy sets; Monte Carlo simulation
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