Malliavin calculus with time dependent coefficients and application to nonlinear filtering (Q1123483)

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scientific article; zbMATH DE number 4109766
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Malliavin calculus with time dependent coefficients and application to nonlinear filtering
scientific article; zbMATH DE number 4109766

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    Malliavin calculus with time dependent coefficients and application to nonlinear filtering (English)
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    1990
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    We prove, using Malliavin calculus, that under a local Hörmander condition the solution of a stochastic differential equation with time- depending coefficients admits a \(C^{\infty}\) density with respect to Lebesgue measure. An application of this result to nonlinear filtering is developed to prove the existence of a \(C^{\infty}\) density for the filter associated with a correlated system whose observation is one dimensional with unbounded coefficients.
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    Malliavin calculus
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    Hoermander condition
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    nonlinear filtering
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