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Computations of Greeks in a market with jumps via the Malliavin calculus
Authors:Email author" target="_blank">Youssef?El-KhatibEmail author  Nicolas?Privault
Institution:(1) Département de Mathématiques, Université de La Rochelle, Avenue Michel Crépeau, 17042 La Rochelle Cedex 1, France
Abstract:Using the Malliavin calculus on Poisson space we compute Greeks in a market driven by a discontinuous process with Poisson jump times and random jump sizes, following a method initiated on the Wiener space in 5]. European options do not satisfy the regularity conditions required in our approach, however we show that Asian options can be considered due to a smoothing effect of the integral over time. Numerical simulations are presented for the Delta and Gamma of Asian options, and confirm the efficiency of this approach over classical finite difference Monte-Carlo approximations of derivatives.Received: July 2003, Mathematics Subject Classification (1991): 90A09, 90A12, 90A60, 60H07JEL Classification: C15, G12We thank M. Coutaud for contributions to the simulations.
Keywords:Greeks  market with jumps  Asian options  Poisson process  Malliavin calculus
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