Fast approximation of the intensity of Gibbs point processes

The intensity of a Gibbs point process model is usually an intractable function of the model parameters. This is a severe restriction on the practical application of such models. We develop a new approximation for the intensity of a stationary Gibbs point process on Rd. For pairwise interaction proc...

Full description

Bibliographic Details
Main Authors: Baddeley, Adrian, Nair, G.
Format: Journal Article
Published: INST MATHEMATICAL STATISTICS 2012
Online Access:http://hdl.handle.net/20.500.11937/5395