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arxiv: 0708.1084 · v2 · pith:B4DZEJDFnew · submitted 2007-08-08 · 🧮 math.PR · math.AP

Densities for Ornstein-Uhlenbeck processes with jumps

classification 🧮 math.PR math.AP
keywords processornstein-uhlenbeckalphadensityvaluesassumptioncomponentcondition
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We consider an Ornstein-Uhlenbeck process with values in R^n driven by a L\'evy process (Z_t) taking values in R^d with d possibly smaller than n. The L\'evy noise can have a degenerate or even vanishing Gaussian component. Under a controllability condition and an assumption on the L\'evy measure of (Z_t), we prove that the law of the Ornstein-Uhlenbeck process at any time t>0 has a density on R^n. Moreover, when the L\'evy process is of $\alpha$-stable type, $\alpha \in (0,2)$, we show that such density is a $C^{\infty}$-function.

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