Question: Problem 2 : Characteristic Functions and Op tion Pricing In finance, the Heston model describes the evolution of the volatility of an un derlying asset

Problem 2: Characteristic Functions and Op tion Pricing In finance, the Heston model describes the evolution of the volatility of an un derlying asset assuming that the volatility of the asset follows a CIR stochastic process. The analytical solution of a vanilla option is solved by using the char acteristic function method. To understand this method, we now apply it to solve the Black-Scholes model and derive the pricing formula. 2.1 Black-Scholes Model The Black-Scholes model assumes that asset price St follows: dSt = rStdt+StdWt where r is the risk-free rate and is constant volatility. Q2: Let Xt =lnSt. By Itos lemma, present the SDE of Xt

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