A GARCH option pricing model with α-stable innovations

A GARCH option pricing model with α-stable innovations

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Article ID: iaor2006186
Country: Netherlands
Volume: 163
Issue: 1
Start Page Number: 201
End Page Number: 209
Publication Date: May 2005
Journal: European Journal of Operational Research
Authors: ,
Abstract:

We develop an option pricing model which is based on a GARCH asset return process with α-stable innovations with truncated tails. The approach utilizes a canonic martingale measure as pricing measure which provides the possibility of a model calibration to market prices. The GARCH-stable option pricing model allows the explanation of some well-known anomalies in empirical data as volatility clustering and heavy tailedness of the return distribution. Finally, the results of Monte Carlo simulations concerning the option price and the implied volatility with respect to different strike and maturity levels are presented.

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