Bayesian Network principles in economics

Introduction to Bayesian Networks Bayesian Network is a probabilistic graphical model that describes random variables and conditional dependence relationships between them. This model combines the principles of probability theory and graph theory thereby allowing a more compact representation of the joint probability distribution of a group of variables. In this representation, vertices in the graph represent random variables, while edges represent probabilistic dependencies between those variables. The basic concept of…