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

During the past half-century, exponential families have attained a position at the center of parametric statistical inference. Theoretical advances have been ma

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

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 on multivariate models, statistical inference, and data analysis contains deep coverage of multivariate non-normal distributions for modeling of binar