A readable, digestible introduction to essential theory and wealth of applications, with a vast set of examples and numerous exercises.

This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical

This book provides a concise introduction to exponential families. Parametric families of probability distributions and their properties are extensively studied

The core of this paper is a general set of variational principles for the problems of computing marginal probabilities and modes, applicable to multivariate sta

A comprehensive account of the statistical theory of exponential families of stochastic processes. The book reviews the progress in the field made over the last