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Research On The Pricing Of Exchange Options Under Two Types Of Mixed Subfractional Brownian Motion Model

Posted on:2024-08-07Degree:MasterType:Thesis
Country:ChinaCandidate:X L TuFull Text:PDF
GTID:2530307061486514Subject:Probability theory and mathematical statistics
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The exchange option is a kind of exotic option.The option holder has the right to exchange one asset for another asset on the maturity date T.The exchange option is essentially a contract and is widely used in the fields of funds and international trade.Therefore,the study of exchange option has a very important practical role.Mixed sub-fractional Brownian motion model is a popular model for scholars to study exchange option pricing in recent years.It can well describe the long-term dependence and self similarity of the underlying asset price.However,there are relatively few studies on the pricing of exchange options under mixed sub-fractional Brownian motion with jumps and the pricing of exchange options under time-varying mixed sub-fractional Brownian motion with transaction costs.Therefore,based on the above two types of exchange options pricing under mixed sub-fractional Brownian motion,this thesis conducts the following research work:(1)In this thesis,considering that the price of financial assets such as stocks sometimes appears"jump"and other abnormal fluctuations,we use the Poisson processNt with strengthλto describe this kind of abnormal jump.The pricing of exchange options in the mixed sub-fractional Brownian motion model with jumps is investigated,and the pricing formula of exchange options under mixed sub-fractional Brownian motion with jump is obtained.Python software is used for numerical simulation to fit the impact of jump intensityλ12and Hurst index H on option price.(2)The pricing problem of exchange options with transaction costs in the time-varying mixed sub-fractional Brownian motion model is studied.In order to reflect the constant value periodicity of asset prices,we consider introducing a time-varying process,that is,the t in the mixed sub-fractional Brownian motion is changed into a random processTα(t),thus a composite random process is formed and the transaction costs in the transaction process is considered.We obtain the pricing formula of exchange options with transaction costs in the time-varying mixed sub-fractional Brownian motion.And the impact of Hurst index H and volatilityσ12on option pricing is verified through the numerical simulation of Matlab software.
Keywords/Search Tags:exchange option, mixed sub-fractional Brownian motion, Poisson jump, time-changed process, transaction cost
PDF Full Text Request
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