Reduced Basis Kriging for Big Spatial Fields

Karl T. Pazdernik, Ranjan Maitra, Douglas Nychka +1

In spatial statistics, a common method for prediction over a Gaussian random field (GRF) is maximum likelihood estimation combined with kriging. For massive data sets, kriging is c…