COMPARING SPATIAL AND MULTILEVEL REGRESSION MODELS FOR BINARY OUTCOMES IN …

The standard multilevel regressions that are widely used in neighborhood research typically ignore potential between-neighborhood correlations due to underlying spatial processes, and hence they produce inappropriate inferences about neighborhood effects. In contrast, spatial models make estimations and predictions across areas by explicitly modeling the spatial correlations among observations…