Listar MAT_Articles por autoría "b2e28d1f-c640-4af6-b1e5-a0e836d28f9e"
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A spatial functional count model for heterogeneity analysis in time
Torres Signes, Antoni; Frías Bustamante, María del Pilar; Mateu, Jorge; Ruiz-Medina, M. D. Springer (2021)A spatial curve dynamical model framework is adopted for functional prediction of counts in a spatiotemporal log-Gaussian Cox process model. Our spatial functional estimation approach handles both wavelet-based heterogeneity ... -
Spatial Cox processes in an infinite-dimensional framework
Frías Bustamante, María del Pilar; Torres Signes, Antoni; Ruiz-Medina, M. D.; Mateu, Jorge Sociedad de Estadística e Investigación Operativa (Spanish Society of Statistics and Operations Research) (2021-04-29)We introduce a new class of spatial Cox processes driven by a Hilbert-valued randomlog-intensity. We adopt a parametric framework in the spectral domain, to estimateits spatial functional correlation structure. Specifically, ...