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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 PDF
 
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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