Nicholson & Korb "Introduction to Bayesian Networks"

This is a tutorial introduction to Bayesian net technology for those unfamiliar with it. We describe the representation and its main properties, including: conditional independence structure, update algorithms, knowledge engineering with Bayesian nets, and causal discovery of Bayesian nets from sample data.