Statistical Modelling by Exponential Families

by Rolf Sundberg

Book Overview

This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the essential theory and then demonstrates the theory's practical potential by connecting it with developments in areas like item response analysis, social network...

• Format: Paperback
• Language: English
• ISBN: 1108701116
• ISBN13: 9781108701112
• Release Date: October 2019
• Publisher: Cambridge University Press
• Length: 296 Pages
• Weight: 0.96 lbs.
• Dimensions: 9.0" x 0.5" x 6.0"