Wishart laws and variance function on homogeneous cones

Abstract

We present a systematic study of Riesz measures and their natural exponential families of Wishart laws on a homogeneous cone. We compute explicitly the inverse of the mean map and the variance function of a Wishart exponential family.Comment: 24 pages, Probab. Math. Statist (2019