Global Joint Distribution Factorizes into Local Marginal Distributions on Tree-Structured Graphs
Xinhua Zhang · 2007
In this note, we present a self-contained proof of the following property in tree-structured graphs, including trees, junction trees, and hypertrees: The global joint distribution of any tree-structured graph factorizes in terms of the local marginal distributions.