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- Title
Log Gaussian Cox Processes.
- Authors
Moller, Jesper; Syversveen, Anne Randi; Waagepetersen, Rasmus Plenge
- Abstract
ABSTRACT. Planar Cox processes directed by a log Gaussian intensity process are investigated in the univariate and multivariate cases. The appealing properties of such models are demonstrated theoretically as well as through data examples and simulations. In particular, the first, second and third-order properties are studied and utilized in the statistical analysis of clustered point patterns. Also empirical Bayesian inference for the underlying intensity surface is considered.
- Subjects
GAUSSIAN processes; LOGNORMAL distribution; POISSON processes
- Publication
Scandinavian Journal of Statistics, 1998, Vol 25, Issue 3, p451
- ISSN
0303-6898
- Publication type
Article
- DOI
10.1111/1467-9469.00115