Wishart laws and variance function on homogeneous cones

02/07/2018

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by   Piotr Graczyk, et al.

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We present a systematic study of Riesz measures and their natural exponential families of Wishart laws on a homogeneous cone. In the non-singular case, we compute explicitly the inverse of the mean map and the variance function of a Wishart exponential family.