Exploration and inference in spatial extremes using empirical basis functions

Samuel A. Morris, Brian J. Reich, Emeric Thibaud

Statistical methods for inference on spatial extremes of large datasets are yet to be developed. Motivated by standard dimension reduction techniques used in spatial statistics, we…