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stat.ME2026
On the Validity of Isotropic Covariance Functions for Set-indexed Random Fields
Lucas da Cunha Godoy, Marcos Oliveira Prates, Fernando Andrés Quintana +1
Distances between sets arise naturally when modeling stochastic dependence on collections of spatial supports, including settings with point-referenced and areal observations. Howe…
stat.ME2025
Statistical Inferences and Predictions for Areal Data and Spatial Data Fusion with Hausdorff--Gaussian Processes
Lucas da Cunha Godoy, Marcos Oliveira Prates, Jun Yan
Accurate modeling of spatial dependence is pivotal in analyzing spatial data, influencing parameter estimation and predictions. The spatial structure of the data significantly impa…