On Some Expectation and Derivative Operators Related to Integral Representations of Random Variables with Respect to a PII Process |
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Authors: | Stéphane Goutte Nadia Oudjane |
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Affiliation: | 1. CNRS and Laboratoire de Probabilités et Modèles Aléatoires (LPMA) UMR 7599 , Université Paris , Diderot;2. EDF R&3. D, Université Paris, LAGA. Institut Galilée and FiME (Laboratoire de Finance des Marchés de l'Energie (Dauphine, CREST, EDF R&4. D) www.fime-lab.org) |
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Abstract: | Given a process with independent increments X (not necessarily a martingale) and a large class of square integrable r.v. H = f(X T ), f being the Fourier transform of a finite measure μ, we provide a direct expression for Kunita-Watanabe and Föllmer-Schweizer decompositions of H. The representation is expressed by means of two significant maps: the expectation and derivative operators related to the characteristics of X. We also evaluate the expression for the variance optimal error when hedging the claim H with underlying process X. Those questions are motivated by finding the solution of the celebrated problem of global and local quadratic risk minimization in mathematical finance. |
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Keywords: | Characteristic functions Expectation and derivative operators Föllmer-Schweizer decomposition Global and local quadratic risk minimization Kunita-Watanabe decomposition Lévy processes Processes with independent increments |
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