TY  - GEN
AU  - Roverato Alberto
TI  - Graphical models for categorical data
T2  - SemStat elements
SN  - 9781108404969
U1  - 000SA.061 23
PY  - 2017///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Graphical modeling (Statistics)
N1  - Includes bibliographical references; 1. Introduction --
2. Conditional Independence and Cross-product Ratios --
3. Mobius Inversion --
4. Undirected Graph Models --
5. Bidirected Graph Models --
6. Directed Acyclic and Regression Graph Models
N2  - For advanced students of network data science, this compact account covers both well-established methodology and the theory of models recently introduced in the graphical model literature. It focuses on the discrete case where all variables involved are categorical and, in this context, it achieves a unified presentation of classical and recent results
ER  -