Constructing Large Nonstationary Spatio-Temporal Covariance Models via Compositional Warpings

Quan Vu, Andrew Zammit-Mangion, Stephen J. Chuter

Understanding and predicting environmental phenomena often requires the construction of spatio-temporal statistical models, which are typically Gaussian processes. A common assumpt…