Listar por tema "Cross-validation"
Mostrando ítems 1-3 de 3
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A universal kriging approach for spatial functional data
Springer (2013-02)In a wide range of scientific fields the outputs coming from certain measurements often come in form of curves. In this paper we give a solution to the problem of spatial prediction of non-stationary functional data. We ... -
Analysis of multispecies point patterns by usingmultivariate log-Gaussian Cox processes
Royal Statistical Society (2016)Multivariate log-Gaussian Cox processes are flexible models for multivariate point patterns. However, they have so far been applied in bivariate cases only. We move beyond the bivariate case to model multispecies point ... -
Residual kriging for functional data. Application to the spatial prediction of salinity curves
Taylor & Francis (2015)Recently several methodologies for carrying out geostatistical analysis of functional data has been proposed. All of them assume that the spatial functional process considered is stationary. However in practice we often ...