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American-type basket option pricing: a simple two-dimensional partial differential equation.

Authors :
Hanbali, Hamza
Linders, Daniel
Source :
Quantitative Finance. Oct2019, Vol. 19 Issue 10, p1689-1704. 16p. 5 Charts, 5 Graphs.
Publication Year :
2019

Abstract

We consider the pricing of American-type basket derivatives by numerically solving a partial differential equation (PDE). The curse of dimensionality inherent in basket derivative pricing is circumvented by using the theory of comonotonicity. We start with deriving a PDE for the European-type comonotonic basket derivative price, together with a unique self-financing hedging strategy. We show how to use the results for the comonotonic market to approximate American-type basket derivative prices for a basket with correlated stocks. Our methodology generates American basket option prices which are in line with the prices obtained via the standard Least-Square Monte-Carlo approach. Moreover, the numerical tests illustrate the performance of the proposed method in terms of computation time, and highlight some deficiencies of the standard LSM method. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14697688
Volume :
19
Issue :
10
Database :
Academic Search Index
Journal :
Quantitative Finance
Publication Type :
Academic Journal
Accession number :
138454701
Full Text :
https://doi.org/10.1080/14697688.2019.1588987