Joe Johnson: Facets of Correlation Polytopes

Abstract.

Hierarchical models are statistical models that describe dependence among discrete random variables. For binary hierarchical models there is an associated correlation polytope, whose dilates contain the sufficient statistics of the model (up to a change of coordinate). We describe facet defining inequalities for a special class of correlation polytopes and briefly discuss connections between statistics and the Ehrhart theory of correlation polytopes.