An Additive Approximate Gaussian Process Model for Large Spatio-Temporal Data

Pulong Ma, Bledar A. Konomi, Emily L. Kang

Motivated by a large ground-level ozone dataset, we propose a new computationally efficient additive approximate Gaussian process. The proposed method incorporates a computational-…