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GREEKS FORMULAS FOR AN ASSET PRICE MODEL WITH GAMMA PROCESSES
Authors:Reiichiro Kawai  Atsushi Takeuchi
Institution:1. University of Leicester;2. Osaka City University
Abstract:Greeks formulas of Delta, Rho, Vega, and Gamma are derived in closed form for asset price dynamics described by gamma processes and Brownian motions time‐changed by a gamma process. The model considered here includes many well‐known models of practical interest, such as the variance gamma model and the Black–Scholes model. Our approach is based upon the Malliavin calculus for jump processes by making full use of a scaling property of gamma processes with respect to the Girsanov transform. The existence of their variance is investigated. Numerical results are provided to illustrate that the derived Greeks formulas have faster rate of convergence relative to the finite difference method.
Keywords:Bismut–  Elworthy–  Li type formulas  gamma processes  Girsanov transform  Malliavin calculus  time‐changed Brownian motion  variance gamma processes
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