Graphical Gaussian Process Models for Highly Multivariate Spatial Data

Debangan Dey, Abhirup Datta, Sudipto Banerjee

For multivariate spatial Gaussian process (GP) models, customary specifications of cross-covariance functions do not exploit relational inter-variable graphs to ensure process-leve…