Incorporating Subsampling into Bayesian Models for High-Dimensional Spatial Data

Sudipto Saha, Jonathan R. Bradley

Additive spatial statistical models with weakly stationary process assumptions have become standard in spatial statistics. However, one disadvantage of such models is the computati…