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.
Original language | English |
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Pages (from-to) | 1689-1704 |
Number of pages | 16 |
Journal | Quantitative Finance |
Volume | 19 |
Issue number | 10 |
DOIs | |
Publication status | Published - 2019 |
Externally published | Yes |
Keywords
- Basket options
- Black & Scholes
- Comonotonicity
- Finite difference method
- Least-Squares Monte-Carlo
- Partial differential equations
- Pricing and hedging