A Note on the comparison of Nearest Neighbor Gaussian Process (NNGP) based models

Lu Zhang, Sudipto Banerjee

This note is devoted to the comparison between two Nearest-neighbor Gaussian processes (NNGP) based models: the response NNGP model and the latent NNGP model. We exhibit that the c…