On nearest-neighbor Gaussian process models for massive spatial data.
Datta A, Banerjee S, Finley AO, Gelfand AE.
Datta A, et al. Among authors: banerjee s.
Wiley Interdiscip Rev Comput Stat. 2016 Sep-Oct;8(5):162-171. doi: 10.1002/wics.1383. Epub 2016 Aug 4.
Wiley Interdiscip Rev Comput Stat. 2016.
PMID: 29657666
Free PMC article.
However, the storage and computational requirements for GP models are infeasible for large spatial datasets. Nearest Neighbor Gaussian Processes (Datta A, Banerjee S, Finley AO, Gelfand AE. Hierarchical nearest-neighbor gaussian process models for large geostatistic …
However, the storage and computational requirements for GP models are infeasible for large spatial datasets. Nearest Neighbor Gaussian Proce …