This chapter describes model comparison procedures that allow practitioners to draw inferences regarding various aspects of spatial econometric model specifications. We focus on comparison of: 1) spatial versus non-spatial models, 2) models based on alternative spatial weight structures, and 3) models constructed using different sets of candidate explanatory variables.