Jamshidian, Farshid (2008): On the combinatorics of iterated stochastic integrals.
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Abstract
This paper derives several identities for the iterated integrals of a general semimartingale. They involve powers, brackets, exponential and the stochastic exponential. Their form and derivations are combinatorial. The formulae simplify for continuous or finite-variation semimartingales, especially for counting processes. The results are motivated by chaotic representation of martingales, and a simple such application is given.
Item Type: | MPRA Paper |
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Original Title: | On the combinatorics of iterated stochastic integrals |
Language: | English |
Keywords: | Semimartingale; iterated integrals; power jump processes; Ito's formula; stochastic exponential; chaotic representation |
Subjects: | C - Mathematical and Quantitative Methods > C0 - General |
Item ID: | 7165 |
Depositing User: | Farshid Jamshidian |
Date Deposited: | 15 Feb 2008 09:00 |
Last Modified: | 08 Oct 2019 16:40 |
References: | [1] Itˆo, K.: Mutliple Wiener Integral. J. Math Soc. Japan 3., 157-164, (1951). [2] Jamshidian, F.: Chaotic expansion of powers and martingales representation, working paper (2005). [3] Nualart, D. and Schoutens, W.: Chaotic and predictable representations for Levy processes. Stochastic Processes and their Applications 90, 109-122, (2000). [4] Oertel, F.: A Hilbert space approach to Wiener Chaos Decomposition and applications to finance, working paper (2003). [5] Protter, P.: Stochastic integration and dierential equations. Springer, second edition (2005). [6] Revuz, D., Yor, M.: Continuous martingales and Brownian motion. Spriner (1991). [7] Wikipedia, online encyclopedia, http://en.wikipedia.org/wiki/Stirling number. [8] Yan Yip, W., Stephens, D., and Olhede S.: The Explicit Chaotic Representation of the powers of increments of L´evy Processes. Statistics Section, Technical Report TR-07-04, (2007) |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/7165 |