Catherine A. Calder

Mixture of Directed Graphical Models for Discrete Spatial Random Fields

Current approaches for modeling discrete-valued outcomes associated with spatially-dependent areal units incur computational and theoretical challenges, especially in the Bayesian setting when full posterior inference is desired. As an alternative, we propose a novel statistical...