Graphical Models For Categorical Data
Subtitle: Cambridge Elements
Edition: First edition
Series: SemStat Elements
Publisher: Cambridge University Press
Published: August 24, 2017
Place of publication: Cambridge, UK
Language: eng
Format: Paperback, Ebook
Number of pages: 178
ISBN-13: 9781108404969; 9781108277495
Copyright date: c2017
Notes: Graphical Models for Categorical Data is a concise introduction to the theory of graphical models. The book is a perfect read for those who want better grasp of the basics of graphical models for discrete data. 
The main strength of the book is the unified notation, which helps the reader draw links between various approaches to graphical models for discrete data. The book also exploits the link between the theory of graphical models and the more general theory of statistical exponential families. This makes it an extremely valuable addition to the current literature and a useful tool for future research.