An efficient method for pricing foreign currency options

•An efficient method for pricing foreign currency options is proposed.•The proposed model requires only a minor modification to the BSGK model.•The proposed model provides a better fit to the real-time market data. We propose an efficient method for pricing foreign currency options given that foreig...

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Veröffentlicht in:Journal of international financial markets, institutions & money institutions & money, 2021-09, Vol.74, p.101295, Article 101295
Hauptverfasser: Chen, Rongda, Zhou, Hanxian, Yu, Lean, Jin, Chenglu, Zhang, Shuonan
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Sprache:eng
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Zusammenfassung:•An efficient method for pricing foreign currency options is proposed.•The proposed model requires only a minor modification to the BSGK model.•The proposed model provides a better fit to the real-time market data. We propose an efficient method for pricing foreign currency options given that foreign currency returns have heavy-tailed distributions. In our approach, the heavy tail of the distribution are modeled using Student-t distribution rather than normal distribution, and the parameters of Student-t distribution are estimated using the Method of Moments Estimator (MME). For verification purposes, we perform an empirical analysis based on actual foreign currency option prices. The results show that our foreign currency option pricing model captures more precision in distribution of currency returns and provides a better fit to the data compared to the option pricing models commonly used by currency traders. Our model is also computationally simpler than these models and is easier to apply in academic and practical settings.
ISSN:1042-4431
1873-0612
DOI:10.1016/j.intfin.2021.101295