A GARCH option pricing model with α-stable innovations

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 pric...

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Veröffentlicht in:European journal of operational research 2005-05, Vol.163 (1), p.201-209
Hauptverfasser: Menn, Christian, Rachev, Svetlozar T.
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:0377-2217
1872-6860
DOI:10.1016/j.ejor.2004.01.009