Fast Bayesian inference of Block Nearest Neighbor Gaussian process for large data

Zaida C. Quiroz, Marcos O. Prates, Dipak K. Dey +1

This paper presents the development of a spatial block-Nearest Neighbor Gaussian process (block-NNGP) for location-referenced large spatial data. The key idea behind this approach…