A Unified Bayesian Approach to Overcome Spatial Confounding

Alleviate spatial confounding between covariates and spatial random effects in models for point-referenced data.

Propose a Bayesian approach whose primary objective is accurate estimation of the fixed effects in terms of bias and coverage, retaining all spatial signals in the data.