Robert Alford

Linear Exponential Probability Distributions

This monograph is designed to serve as an introduction to the basic properties and characterizations of linear exponential probability distributions. The theory is developed chronologically from power series distributions and includes several recent results on the construction of multivariate linear exponential families form univariate marginals. Illustrative examples of several univariate and multivariate linear exponential type distributions are given.