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The Analytic Indication,Parameter Estimation And Numerical Calculation Of The Option Price Under The CKLS Model

Posted on:2019-09-28Degree:MasterType:Thesis
Country:ChinaCandidate:J Y LiaoFull Text:PDF
GTID:2370330566994355Subject:Statistics
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With the development of the market,a large number of empirical studies show that more and more short-term rate models in capturing the dynamics cannot be described by those classic ones.So the mean-reverting ?–process(CKLS model)has been correspondingly proposed.In most cases,its coefficients do not satisfy the linear growth condition;even they satisfy the local Lipschitz condition.So we still cannot examine existence of solutions by traditional techniques.In this paper,these difficulties have been overcome.First,it is proved that when the parameter? ? 1,there is a local solution to the CKLS equation.Then the globally unique positive solution of the equation is proved by the Lyapunov function method.Second,when the parameter ? ? [1/2,1),we demonstrate the non-negativity of solution and the strong uniqueness through using ? functions.Third,we prove that there is a weak solution of the CKLS equation in the case of the parameter? ? [0,1/2).Finally,the paper applies the CKLS model to empirically analyze the inter-bank lending transaction borrowing rate.The four parameter values of CKLS model are estimated.Then the model is used to predict the future data,and a better prediction result has been obtained.The CKLS model has a high application value.
Keywords/Search Tags:CKLS Model, Existence and Uniqueness, Non-Negative, Generalized Moment Estimation
PDF Full Text Request
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