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

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

This book gives a comprehensive introduction to exponential family nonlinear models, which are the natural extension of generalized linear models and normal non

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