Computation of Greeks using Malliavin's calculus in jump type market models
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1. | Title | Title of document | Computation of Greeks using Malliavin's calculus in jump type market models |
2. | Creator | Author's name, affiliation, country | Marie Pierre Bavouzet; INRIA Rocquencourt, MATHFI project |
2. | Creator | Author's name, affiliation, country | Marouen Messaoud; IXIS and INRIA Rocquencourt |
3. | Subject | Discipline(s) | |
3. | Subject | Keyword(s) | Malliavin calculus ; Monte-Carlo algorithm ; Euler scheme ; compound Poisson process; sensitivity analysis ; European options ; Asian options |
3. | Subject | Subject classification | 60H07;60J75; 65C05 |
4. | Description | Abstract | We use the Malliavin calculus for Poisson processes in order to compute sensitivities for European and Asian options with underlying following a jump type diffusion. The main point is to settle an integration by parts formula (similar to the one in the Malliavin calculus) for a general multidimensional random variable which has an absolutely continuous law with differentiable density. We give an explicit expression of the differential operators involved in this formula and this permits to simulate them and consequently to run a Monte Carlo algorithm |
5. | Publisher | Organizing agency, location | |
6. | Contributor | Sponsor(s) | INRIA |
7. | Date | (YYYY-MM-DD) | 2006-03-31 |
8. | Type | Status & genre | Peer-reviewed Article |
8. | Type | Type | |
9. | Format | File format | |
10. | Identifier | Uniform Resource Identifier | http://ejp.ejpecp.org/article/view/314 |
10. | Identifier | Digital Object Identifier | 10.1214/EJP.v11-314 |
11. | Source | Journal/conference title; vol., no. (year) | Electronic Journal of Probability; Vol 11 |
12. | Language | English=en | |
14. | Coverage | Geo-spatial location, chronological period, research sample (gender, age, etc.) | |
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