Wishart laws and variance function on homogeneous cones

摘要

We present a systematic study of Riesz measures and theirnatural exponential families of Wishart laws on a homogeneous cone. Wecompute explicitly the inverse of the mean map and the variance function ofa Wishart exponential family.