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Generalized stochastic integrals and the malliavin calculus
Authors:David Nualart  Moshe Zakai
Institution:(1) Facultat de Matematiques, Universitat de Barcelona, Gran Via 585, 08007 Barcelona, Spain;(2) Department of Electrical Engineering, Technion-Israel Institute of Technology, 32000 Haifa, Israel
Abstract:Summary The paper first reviews the Skorohod generalized stochastic integral with respect to the Wiener process over some general parameter space T and it's relation to the Malliavin calculus as the adjoint of the Malliavin derivative. Some new results are derived and it is shown that every sufficiently smooth process {ut, tisinT} can be decomposed into the sum of a Malliavin derivative of a Wiener functional, and a process whose generalized integral over T vanishes. Using the results on the generalized integral, the Bismut approach to the Malliavin calculus is generalized by allowing non adapted variations of the Wiener process yielding sufficient conditions for the existence of a density which is considerably weaker than the previously known conditions.Let e i be a non-random complete orthonormal system on T, the Ogawa integral intu 
$$\mathop \delta \limits^{{\text{  }}o} $$
W is defined as sum i (e i u) int e i dW where the integrals are Wiener integrals. Conditions are given for the existence of an intrinsic Ogawa integral i.e. independent of the choice of the orthonormal system and results on it's relation to the Skorohod integral are derived.The transformation of measures induced by (W + int u d mgru non adapted is discussed and a Girsanov-type theorem under certain regularity conditions is derived.The work of M.Z. was supported by the Fund for Promotion of Research at the Technion
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