Conditional Independence and Linear Programming
Tanaka, Kentaro
This book is the first to be devoted to the fusion between statistical causal inference and mathematical programming. The main purpose of the book is to provide the algorithms for solving the implication problem of conditional independence statements by using a computer. The concept of conditional independence is very much tied to the factorization of graphical models, hence it is very important to know the rules of conditional independence. B...