Bayesian Belief Network

file=./bookps/bayesnet.ps,width=7in

Represents joint probability distribution over all variables

• e.g., 178#178
• in general,
  
  179#179
  
  
  where 180#180 denotes immediate predecessors of 181#181 in graph
• so, joint distribution is fully defined by graph, plus the 182#182