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stat.ME2025
Bayesian copula-based spatial random effects models for inference with complex spatial data
Alan Pearse, David Gunawan, Noel Cressie
In this article, we develop fully Bayesian, copula-based, spatial-statistical models for large, noisy, incomplete, and non-Gaussian spatial data. Our approach includes novel constr…
stat.ME2024
Optimal prediction of positive-valued spatial processes: asymmetric power-divergence loss
Alan R. Pearse, Noel Cressie, David Gunawan
This article studies the use of asymmetric loss functions for the optimal prediction of positive-valued spatial processes. We focus on the family of power-divergence loss functions…