Probabilistic Conditional Independence Structures

Probabilistic Conditional Independence Structures provides the mathematical description of probabilistic conditional independence structures;

The monograph presents the methods of structural imsets and supermodular functions, and deals with independence implication and equivalence of structural imsets.