Hybrids of Gibbs Point Process Models and Their Implementation

We describe a simple way to construct new statistical models for spatial point pattern data. Taking two or more existing models (finite Gibbs spatial point processes) we multiply the probability densities together and renormalise to obtain a new probability density. We call the resulting model a hyb...

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Bibliographic Details
Main Authors: Adrian Baddeley, Rolf Turner, Jorge Mateu, Andrew Bevan
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2013-11-01
Series:Journal of Statistical Software
Online Access:http://www.jstatsoft.org/index.php/jss/article/view/2106