Cluster and Cox Models

Until now we have focussed on Poisson process models, in which the points are assumed to be independent of each other. In the next two chapters, we introduce models that allow dependence between points. Roughly speaking the models in Chapter 12 have positive dependence between points (clustering) and those in Chapter 13 typically have negative dependence between points (regularity).