Bayesian Inference for Big Spatial Data Using Non-stationary Spectral Simulation

Hou-Cheng Yang, Jonathan R. Bradley

It is increasingly understood that the assumption of stationarity is unrealistic for many spatial processes. In this article, we combine dimension expansion with a spectral method…