Normalizing Basis Functions: Approximate Stationary Models for Large Spatial Data

Antony Sikorski, Daniel McKenzie, Douglas Nychka

In geostatistics, traditional spatial models often rely on the Gaussian Process (GP) to fit stationary covariances to data. It is well known that this approach becomes computationa…