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Representations for conditional expectations and applications to pricing and hedging of financial products in Lévy and jump-diffusion setting
Authors:Catherine Daveloose  Michèle Vanmaele
Institution:Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Gent, Belgium
Abstract:In this article, we derive expressions for conditional expectations in terms of regular expectations without conditioning but involving some weights. For this purpose, we apply two approaches: the conditional density method and the Malliavin method. We use these expressions for the numerical estimation of the price of American options and their deltas in a Lévy and jump-diffusion setting. Several examples of applications to financial and energy markets are given including numerical examples.
Keywords:Conditional expectation  Monte Carlo methods  conditional density method  Malliavin calculus  Pricing  Lévy processes  American option  reduction of variance
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