Pricing two-asset rainbow options with the fast Fourier transform

dc.contributor.authorLevendis, Alexis Jacques
dc.contributor.authorMare, Eben
dc.date.accessioned2024-01-31T11:36:31Z
dc.date.available2024-01-31T11:36:31Z
dc.date.issued2023
dc.description.abstractIn this paper, we present a numerical method based on the fast Fourier transform (FFT) to price call options on the minimum of two assets, otherwise known as two-asset rainbow options. We consider two stochastic processes for the underlying assets: two-factor geometric Brownian motion and three-factor stochastic volatility. We show that the FFT can achieve a certain level of convergence by carefully choosing the number of terms and truncation width in the FFT algorithm. Furthermore, the FFT converges at an exponential rate and the pricing results are closely aligned with the results obtained from a Monte Carlo simulation for complex models that incorporate stochastic volatility.en_US
dc.description.departmentInsurance and Actuarial Scienceen_US
dc.description.departmentMathematics and Applied Mathematicsen_US
dc.description.librarianam2024en_US
dc.description.sdgNoneen_US
dc.description.urihttps://www.journals.ac.za/sasjen_US
dc.identifier.citationLevendis, A. & Mare, E. 2023, 'Pricing two-asset rainbow options with the fast Fourier transform', South African Statistical Journal, vol. 57, no. 1, pp. 13-25. https://DOI.org/10.37920/sasj.2023.57.1.2.en_US
dc.identifier.issn0038-271X (print)
dc.identifier.issn1996-8450 (online)
dc.identifier.other10.37920/sasj.2023.57.1.2
dc.identifier.urihttp://hdl.handle.net/2263/94192
dc.language.isoenen_US
dc.publisherSouth African Statistical Association (SASA)en_US
dc.rights© 2023 South African Statistical Association. Creative Commons License CC BY-NC-ND 4.0.en_US
dc.subjectCharacteristic functionen_US
dc.subjectRainbow optionen_US
dc.subjectThree-factor stochastic volatilityen_US
dc.subjectTwo-factor geometric Brownian motionen_US
dc.subjectFast Fourier transform (FFT)en_US
dc.titlePricing two-asset rainbow options with the fast Fourier transformen_US
dc.typeArticleen_US

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Levendis_Pricing_2023.pdf
Size:
337.36 KB
Format:
Adobe Portable Document Format
Description:
Article

License bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description: