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A generalized Isserlis theorem for location mixtures of Gaussian random vectors
Authors:C Vignat
Institution:
  • E.P.F.L., L.T.H.I., Lausanne, Switzerland
  • Abstract:In a recent paper (Michalowicz et al., 2011), Michalowicz et al. provide an extension of the Isserlis theorem to the case of a Rademacher location mixture of a Gaussian vector. This theorem is known to physicists under the name of Wick’s theorem. We generalize here this result to the case of any location mixture of Gaussian vector; we also provide an example of the extension of the Isserlis theorem to a “scale-location” mixture of Gaussian, namely, the d-dimensional generalized hyperbolic distribution.
    Keywords:Isserlis theorem  Normal-variance mixture  Generalized hyperbolic distribution
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