Graphical & Decomposable Log-linear Models

• Graphical models: defined by simultaneous conditional independence relationships

  • Absence of edges in graph.

• Example 2:

• Czech autoworkers

• Graph has 3 cliques:

• [ADE][ABCE][BF]

• Decomposable models correspond to triangulated graphs.

Notes: