On the Need for Spatial Random Effects in Bayesian Regression Models for Multilevel Areal Data

Shuqi Lin, Joshua L. Warren

Although spatial models for areal data are widely used in multilevel settings, the conditions under which spatial and nonspatial random effects yield equivalent posterior inference…