where σ2 is an unknown variance parameter, and &vmacr;i = Σj∈∂ivj/ni , where ni is the number of neighbors of area i. Thus, essentially the log relative risk in one area is influenced by the average log relative risk of its neighbors, with variability characterized by a conditional variance σ2/ni