EngineeringMathematicsProbability TheoryStochastic ModelingStochastic ProcessesContinuous-time Stochastic ProcessesDiffusion ProcessesLévy ProcessesMarkov ProcessesStochastic CalculusStochastic Differential EquationsFeller ProcessesOrnstein-uhlenbeck ModelsOrnstein-uhlenbeck ProcessesStochastic Process DistributionsTransition Density Estimation
We prove the following probabilistic properties of a multidimensional Ornstein-Uhlenbeck process driven by a general Lévy process, under mild regularity conditions: the strong Feller property; the existence of a smooth transition density; and the exponential β-mixing property. As a class of possible invariant distributions of an Ornstein-Uhlenbeck process, we also discuss centred and non-skewed multidimensional generalized hyperbolic distributions.
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Handbook of Mathematical Functions
Donald A. McQuarrie · American Journal of Physics · 1966 · 40.9K citations
Processes of normal inverse Gaussian type
Ole E. Barndorff–Nielsen · Finance and Stochastics · 1997 · 1.3K citations