A class of multi-resolution approximations for large spatial datasets

Matthias Katzfuss, Wenlong Gong

Gaussian processes are popular and flexible models for spatial, temporal, and functional data, but they are computationally infeasible for large datasets. We discuss Gaussian-proce…