Bayesian nonstationary and nonparametric covariance estimation for large spatial data

Brian Kidd, Matthias Katzfuss

In spatial statistics, it is often assumed that the spatial field of interest is stationary and its covariance has a simple parametric form, but these assumptions are not appropria…