Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7496259 | Spatial Statistics | 2018 | 18 Pages |
Abstract
Models for fitting spatio-temporal point processes should incorporate spatio-temporal inhomogeneity and allow for different types of interaction between points (clustering or regularity). This paper proposes an extension of the spatial multi-scale area-interaction model to a spatio-temporal framework. This model allows for interaction between points at different spatio-temporal scales and for the inclusion of covariates. We present a simulation study and fit the new model to varicella cases registered during 2013 in Valencia, Spain.
Keywords
Related Topics
Physical Sciences and Engineering
Earth and Planetary Sciences
Earth and Planetary Sciences (General)
Authors
Adina Iftimi, Marie-Colette van Lieshout, Francisco Montes,